docs: tidy stale comments in analytics, cache version, and style profile test

GetAnalyticsPostsInRange now returns posts oldest-first to match the real store
implementation.

.golangci.yml

@@ -0,0 +1,25 @@
+version: "2"
+linters:
+  settings:
+    errcheck:
+      exclude-functions:
+        - (*net/http.Response).Body.Close
+        - io.Closer.Close
+  exclusions:
+    generated: lax
+    presets:
+      - comments
+      - common-false-positives
+      - legacy
+      - std-error-handling
+    paths:
+      - third_party$
+      - builtin$
+      - examples$
+formatters:
+  exclusions:
+    generated: lax
+    paths:
+      - third_party$
+      - builtin$
+      - examples$

AGENTS.md

@@ -36,7 +36,8 @@ internal/server/            MCP handlers + x402 + analytics (~1800 lines in serv
   types.go                  request/response types, platform enum
   auth.go / webhook.go / cache*.go / *Middleware.go / networkInfo.go
   *_test.go                 split suites: mcp_test.go, analytics_test.go, validation_test.go, etc.
-internal/{bluesky,nostr,activitypub,twitter,ollama,config,utils,actor,x402}
+internal/activitypub/         AP client; throttle.go per-host token bucket (1/s) for background GTS warming
+internal/{bluesky,nostr,twitter,ollama,config,utils,actor,x402}
 sql/schema/                 001..007 goose migrations
 sql/queries/                sqlc query files → internal/store/
 config/models.env           single source of truth for EMBEDDING_MODEL / STYLE_MODEL
@@ -91,5 +92,6 @@ Loaded in order: `config/models.env` → `.env` (gitignored, via `godotenv`) →
 - Unix socket MCP + TCP readyz sidecar; `mcpServer.service` expects `bin/main` at repo root.
 - Platform inferred from author handle in `determinePlatform`/`fetch*` — not caller-supplied.
 - Bluesky auth refresh via `isAuthError`/`withRefresh` — 401/expired token retried once.
-- Twitter client has per-limit clamp (`>100`/`>50` rejected) and `x-rate-limit-*`/`Retry-After` backoff.
+- Twitter client clamps `limit` (`>100` → 100), retries 429/5xx/transport errors with `x-rate-limit-*`/`Retry-After` backoff (bounded by `maxRateLimitWait`), and has a 60s per-request timeout.
-- Coverage ranges for analytics are interval-merged; disjoint gaps must remain uncovered (see `coverage_test.go`).
+ - ActivityPub client: GTS Mastodon API only serves locally-federated statuses. Remote actors are resolved via `/accounts/search?resolve=true` (not `/accounts/lookup`, which skips WebFinger). When the local cache can't satisfy full `limit` (clamped to 200), `GetLatestNPosts`/`GetPostsInTimeframe` fall back to walking the remote outbox directly (webfinger → actor → `OrderedCollection`/`OrderedCollectionPage`), filtering `Create`/`Note`-like activities and dereferencing IRI-only objects; `GetPost` derefs status URLs over AP when GTS `/search` can't resolve them. The `read:search` scope is needed for status-URL resolution. Outbox-fetched posts are warmed into GTS in background via `GET /api/v2/search?resolve=true&type=statuses&limit=1` per post, throttled at 1 req/s per remote host via per-host token bucket (`internal/activitypub/throttle.go`) with cross-host concurrency, no follows.
+ - Coverage ranges for analytics are interval-merged; disjoint gaps must remain uncovered (see `coverage_test.go`).

cdpScripts/rescueFunds.py

@@ -1,25 +0,0 @@
-from cdp import cdp_client
-import asyncio
-import inspect
-from dotenv import load_dotenv
-
-load_dotenv()
-
-OLD = "0x3C17021dF1071b7F45cd3D1e4Db0bcBd03C6ECF4"
-NETWORK = "base-sepolia"
-
-
-async def main():
-    cdp = cdp_client.CdpClient()
-
-    try:
-        private_key = await cdp.evm.export_account(
-            name="api-naco-li"
-        )
-        print(f"Private key: {private_key}")
-
-    finally:
-        await cdp.close()
-
-
-asyncio.run(main())

cmd/check-facilitator/main.go

@@ -10,6 +10,7 @@ import (
 	"net/http"
 	"os"
 	"strings"
+	"time"
 
 	"github.com/nacorid/naco-api/internal/server"
 )
@@ -116,18 +117,22 @@ func main() {
 		os.Exit(1)
 	}
 
-	resp, err := http.DefaultClient.Do(req)
+	httpClient := &http.Client{
+		Timeout: 30 * time.Second,
+	}
+	resp, err := httpClient.Do(req)
 	if err != nil {
 		fmt.Fprintf(os.Stderr, "Request failed: %v\n", err)
 		os.Exit(1)
 	}
 	defer resp.Body.Close()
 
-	body, _ := io.ReadAll(resp.Body)
+	maxBytes := int64(5 * 1024 * 1024)
-	fmt.Printf("Status: %d\n", resp.StatusCode)
+	body, err := io.ReadAll(io.LimitReader(resp.Body, maxBytes))
-	fmt.Printf("Response: %s\n", string(body))
+	if err != nil {
-
+		fmt.Printf("failed reading response body: %v", err)
-	if resp.StatusCode != http.StatusOK {
-		os.Exit(1)
 	}
+
+	fmt.Printf("Status: %d\n", resp.StatusCode)
+	fmt.Printf("Response: %s\n", body)
 }

cmd/server/main.go

@@ -3,6 +3,9 @@ package main
 import (
 	"context"
 	"database/sql"
+	"errors"
+	"fmt"
+	"io"
 	"net/http"
 	"net/url"
 	"os"
@@ -20,25 +23,45 @@ import (
 	"github.com/nacorid/naco-api/internal/server"
 	"github.com/nacorid/naco-api/internal/store"
 	"github.com/nacorid/naco-api/internal/twitter"
+	"golang.org/x/sync/errgroup"
 )
 
 func main() {
-	ctx, cancel := context.WithCancel(context.Background())
+	ctx, stop := signal.NotifyContext(context.Background(), os.Interrupt, syscall.SIGTERM)
-	defer cancel()
+	defer stop()
+
+	// backgroundCtx is for long-lived clients whose lifetime is the process,
+	// not a single request.  It must not inherit signal cancellation so that a
+	// SIGTERM during startup does not poison an in-flight session creation.
+	backgroundCtx := context.Background()
 
 	cfg := config.Load()
 
-	log.Init(log.Config{
+	if err := log.Init(log.Config{
 		LogFilePath:  cfg.LogFile,
 		ConsoleLevel: log.LevelDebug,
 		FileLevel:    log.LevelTrace,
-	})
+	}); err != nil {
+		log.Fatalf("Failed to init logger: %v", err)
+	}
 	defer log.Close()
+
 	conn, err := sql.Open("postgres", cfg.DatabaseURL)
 	if err != nil {
-		log.Fatalf("Failed to connect to database: %v", err)
+		log.Fatalf("Failed to initialize database connection: %v", err)
 	}
 	defer conn.Close()
+
+	conn.SetMaxOpenConns(10)
+	conn.SetMaxIdleConns(10)
+	conn.SetConnMaxLifetime(5 * time.Minute)
+
+	dbCtx, dbCancel := context.WithTimeout(ctx, 5*time.Second)
+	err = conn.PingContext(dbCtx)
+	dbCancel()
+	if err != nil {
+		log.Fatalf("Failed to ping database: %v", err)
+	}
 	db := store.New(conn)
 
 	if cfg.MigrateOnStart {
@@ -48,7 +71,7 @@ func main() {
 		log.Info("Database migrations applied", "dir", cfg.MigrationsDir)
 	}
 
-	bskyClient, err := bluesky.NewBlueskyClient(ctx, cfg.BlueskyDID, cfg.BlueskyAppPassword, cfg.BlueskyHost)
+	bskyClient, err := bluesky.NewBlueskyClient(backgroundCtx, cfg.BlueskyDID, cfg.BlueskyAppPassword, cfg.BlueskyHost)
 	if err != nil {
 		log.Fatal("Failed to create bluesky client", "error", err)
 	}
@@ -60,9 +83,9 @@ func main() {
 	ollamaHTTPClient := &http.Client{
 		Timeout: 600 * time.Second,
 	}
-	ollamaClient := ollama.New(ctx, uri, ollamaHTTPClient, cfg.EmbeddingModel, cfg.StyleModel)
+	ollamaClient := ollama.New(uri, ollamaHTTPClient, cfg.EmbeddingModel, cfg.StyleModel)
 
-	apClient, err := activitypub.NewAPClient(ctx, cfg.ActivityPubHost, cfg.ActivityPubToken)
+	apClient, err := activitypub.NewAPClient(cfg.ActivityPubHost, cfg.ActivityPubToken)
 	if err != nil {
 		log.Fatal("Failed to create activitypub client", "error", err)
 	}
@@ -78,48 +101,86 @@ func main() {
 
 	srv.StartPrewarm(ctx)
 
-	go func() {
+	g, gCtx := errgroup.WithContext(ctx)
-		mux := http.NewServeMux()
+	startReadyzServer(g, ctx, cfg, conn)
-		mux.HandleFunc("GET /readyz", func(w http.ResponseWriter, r *http.Request) {
-			if err := conn.PingContext(r.Context()); err != nil {
-				http.Error(w, "database unavailable", http.StatusServiceUnavailable)
-				return
-			}
-			req, _ := http.NewRequestWithContext(r.Context(), http.MethodGet, cfg.OllamaHost+"/api/tags", nil)
-			resp, err := http.DefaultClient.Do(req)
-			if err != nil || resp.StatusCode != http.StatusOK {
-				if resp != nil {
-					resp.Body.Close()
-				}
-				http.Error(w, "ollama unavailable", http.StatusServiceUnavailable)
-				return
-			}
-			resp.Body.Close()
-			w.WriteHeader(http.StatusOK)
-			w.Write([]byte("ok"))
-		})
-		mux.HandleFunc("GET /metrics", func(w http.ResponseWriter, r *http.Request) {
-			w.Header().Set("Content-Type", "text/plain; version=0.0.4; charset=utf-8")
-			w.WriteHeader(http.StatusOK)
-			w.Write([]byte(srv.MetricsText()))
-		})
-		addr := ":" + cfg.ReadyzPort
-		log.Info("Readiness server starting", "address", addr)
-		if err := http.ListenAndServe(addr, mux); err != nil {
-			log.Error("Readiness server error", "error", err)
-		}
-	}()
 
-	go func() {
+	g.Go(func() error {
 		log.Info("Server starting", "address", cfg.ListenAddress)
-		if err := srv.Start(); err != http.ErrServerClosed {
+		if err := srv.Start(); err != nil && !errors.Is(err, http.ErrServerClosed) {
-			log.Fatal("HTTP server error", "error", err)
+			return fmt.Errorf("main server error: %w", err)
 		}
-	}()
+		return nil
+	})
 
-	stopChan := make(chan os.Signal, 1)
+	g.Go(func() error {
-	signal.Notify(stopChan, syscall.SIGINT, syscall.SIGTERM)
+		<-gCtx.Done()
-	<-stopChan
+		log.Info("Shutting down main server...")
+		shutdownCtx, cancel := context.WithTimeout(context.Background(), 15*time.Second)
+		defer cancel()
+		return srv.Shutdown(shutdownCtx)
+	})
 
-	log.Info("Shutting down server...")
+	if err := g.Wait(); err != nil && !errors.Is(err, context.Canceled) {
+		log.Error("Application terminated with error", "error", err)
+	}
+
+	log.Info("Application shutdown complete")
+}
+
+func startReadyzServer(g *errgroup.Group, shutdownCtx context.Context, cfg *config.Config, conn *sql.DB) {
+	mux := http.NewServeMux()
+
+	client := &http.Client{
+		Timeout: 10 * time.Second,
+	}
+
+	mux.HandleFunc("GET /readyz", func(w http.ResponseWriter, r *http.Request) {
+		if err := conn.PingContext(r.Context()); err != nil {
+			http.Error(w, "database unavailable", http.StatusServiceUnavailable)
+			return
+		}
+
+		req, err := http.NewRequestWithContext(r.Context(), http.MethodGet, cfg.OllamaHost+"/api/tags", nil)
+		if err != nil {
+			http.Error(w, "invalid ollama configuration", http.StatusInternalServerError)
+			return
+		}
+
+		resp, err := client.Do(req)
+		if err != nil || resp.StatusCode != http.StatusOK {
+			if resp != nil {
+				resp.Body.Close()
+			}
+			http.Error(w, "ollama unavailable", http.StatusServiceUnavailable)
+			return
+		}
+		defer func() {
+			_, _ = io.Copy(io.Discard, resp.Body)
+			resp.Body.Close()
+		}()
+
+		_, _ = w.Write([]byte("ok"))
+	})
+
+	readyServer := &http.Server{
+		Addr:         cfg.ReadyzAddress + ":" + cfg.ReadyzPort,
+		Handler:      mux,
+		ReadTimeout:  5 * time.Second,
+		WriteTimeout: 5 * time.Second,
+	}
+
+	g.Go(func() error {
+		log.Info("Readiness server starting", "address", readyServer.Addr)
+		if err := readyServer.ListenAndServe(); err != nil && !errors.Is(err, http.ErrServerClosed) {
+			return fmt.Errorf("readiness server failed: %w", err)
+		}
+		return nil
+	})
+
+	g.Go(func() error {
+		<-shutdownCtx.Done()
+		shutdownCtx, cancel := context.WithTimeout(context.Background(), 3*time.Second)
+		defer cancel()
+		return readyServer.Shutdown(shutdownCtx)
+	})
 }

go.mod

@@ -10,7 +10,7 @@ require (
 	github.com/joho/godotenv v1.5.1
 	github.com/lib/pq v1.10.9
 	github.com/modelcontextprotocol/go-sdk v1.6.1
-	github.com/nacorid/logger v0.0.0-20251221013547-5fc8fd94ed80
+	github.com/nacorid/logger v0.0.0-20260907215822-b3c536ed7b37
 	github.com/ollama/ollama v0.12.10
 	github.com/x402-foundation/x402/go/v2 v2.19.0
 	golang.org/x/time v0.14.0
@@ -28,7 +28,7 @@ require (
 	github.com/klauspost/compress v1.18.1 // indirect
 	github.com/supranational/blst v0.3.16 // indirect
 	github.com/yosida95/uritemplate/v3 v3.0.2 // indirect
-	golang.org/x/sync v0.19.0 // indirect
+	golang.org/x/sync v0.19.0
 )
 
 require (

go.sum

@@ -269,8 +269,8 @@ github.com/multiformats/go-multihash v0.2.3 h1:7Lyc8XfX/IY2jWb/gI7JP+o7JEq9hOa7B
 github.com/multiformats/go-multihash v0.2.3/go.mod h1:dXgKXCXjBzdscBLk9JkjINiEsCKRVch90MdaGiKsvSM=
 github.com/multiformats/go-varint v0.0.7 h1:sWSGR+f/eu5ABZA2ZpYKBILXTTs9JWpdEM/nEGOHFS8=
 github.com/multiformats/go-varint v0.0.7/go.mod h1:r8PUYw/fD/SjBCiKOoDlGF6QawOELpZAu9eioSos/OU=
-github.com/nacorid/logger v0.0.0-20251221013547-5fc8fd94ed80 h1:nZwGInvJNQzPSFYpstVR/TLumqBEZt0+yUXchdyBZiI=
+github.com/nacorid/logger v0.0.0-20260907215822-b3c536ed7b37 h1:o7CvgRLUikfsbyuZIJTTrfRac5rMXhca0b61VLBWSIA=
-github.com/nacorid/logger v0.0.0-20251221013547-5fc8fd94ed80/go.mod h1:hd9h4KEPU1f/Vv2qP0x/fZUwz2clFvOV/uIF0pkGo+s=
+github.com/nacorid/logger v0.0.0-20260907215822-b3c536ed7b37/go.mod h1:hd9h4KEPU1f/Vv2qP0x/fZUwz2clFvOV/uIF0pkGo+s=
 github.com/nxadm/tail v1.4.4/go.mod h1:kenIhsEOeOJmVchQTgglprH7qJGnHDVpk1VPCcaMI8A=
 github.com/ollama/ollama v0.12.10 h1:Dd0/SeCc+nv+FffxmWuQTGiRreib7Gt3nBhIIFuKwZA=
 github.com/ollama/ollama v0.12.10/go.mod h1:RUSmYywUWx/YZMaHrqtnT1ZChu+iSz/7jx2aO9+Mgfg=

internal/activitypub/client.go

@@ -7,189 +7,374 @@ import (
 	"io"
 	"net/http"
 	"net/url"
+	"strings"
+	"sync"
 	"time"
 
 	"github.com/nacorid/naco-api/internal/actor"
 )
 
+const maxMastodonPageSize = 40
+const maxTimeframePages = 100
+const maxResponseBody = 1 << 20
+const maxLimit = 200
+
 type APClient struct {
 	client      *http.Client
 	host        string
 	bearerToken string
+	outbox      *outboxClient
+	limiter     *hostLimiter
 }
 
-func NewAPClient(ctx context.Context, host, apikey string) (*APClient, error) {
+func NewAPClient(host, apikey string) (*APClient, error) {
 	if host == "" || apikey == "" {
 		return nil, fmt.Errorf("host and apikey must not be empty")
 	}
+
 	return &APClient{
-		client:      http.DefaultClient,
+		client:      &http.Client{Timeout: 30 * time.Second},
-		host:        host,
+		host:        strings.TrimRight(host, "/"),
-		bearerToken: fmt.Sprintf("Bearer %s", apikey),
+		bearerToken: "Bearer " + apikey,
+		outbox:      newOutboxClient(),
+		limiter:     newHostLimiter(),
 	}, nil
 }
 
-func (ap *APClient) GetPost(ctx context.Context, postID string) (*Post, error) {
+func (ap *APClient) get(ctx context.Context, endpoint string, target any) error {
-	url := fmt.Sprintf("%s/api/v1/statuses/%s", ap.host, postID)
+	req, err := http.NewRequestWithContext(ctx, http.MethodGet, endpoint, nil)
-	req, err := http.NewRequestWithContext(ctx, http.MethodGet, url, nil)
 	if err != nil {
-		return nil, fmt.Errorf("failed to create request: %w", err)
+		return fmt.Errorf("failed to create request: %w", err)
 	}
 	req.Header.Set("Authorization", ap.bearerToken)
+
 	resp, err := ap.client.Do(req)
 	if err != nil {
+		return err
+	}
+	defer resp.Body.Close()
+
+	if resp.StatusCode < 200 || resp.StatusCode >= 300 {
+		errBody, _ := io.ReadAll(io.LimitReader(resp.Body, 4096))
+		return fmt.Errorf("api error (status %d): %s", resp.StatusCode, string(errBody))
+	}
+
+	if err := json.NewDecoder(io.LimitReader(resp.Body, maxResponseBody)).Decode(target); err != nil {
+		return fmt.Errorf("failed to decode response: %w", err)
+	}
+
+	return nil
+}
+
+func (ap *APClient) accountSearch(ctx context.Context, query string) (*Account, error) {
+	endpoint := fmt.Sprintf("%s/api/v1/accounts/search?q=%s&resolve=true&limit=1", ap.host, url.QueryEscape(query))
+	var accounts []*Account
+	if err := ap.get(ctx, endpoint, &accounts); err != nil {
+		return nil, fmt.Errorf("failed to search accounts: %w", err)
+	}
+	for _, acc := range accounts {
+		if acc != nil {
+			return acc, nil
+		}
+	}
+	return nil, nil
+}
+
+func (ap *APClient) resolveAccount(ctx context.Context, actorHandle string) (*Account, error) {
+	handle := strings.TrimPrefix(actorHandle, "@")
+
+	acc, err := ap.accountSearch(ctx, handle)
+	if err != nil {
+		return nil, err
+	}
+	if acc != nil {
+		return acc, nil
+	}
+
+	if !strings.Contains(handle, "@") {
+		var byID Account
+		endpoint := fmt.Sprintf("%s/api/v1/accounts/%s", ap.host, url.PathEscape(handle))
+		if err := ap.get(ctx, endpoint, &byID); err != nil {
+			return nil, fmt.Errorf("account %q not found by search or id: %w", actorHandle, err)
+		}
+		if byID.ID == "" {
+			return nil, fmt.Errorf("account %q not found", actorHandle)
+		}
+		return &byID, nil
+	}
+	return nil, fmt.Errorf("account %q not found", actorHandle)
+}
+
+func (ap *APClient) GetPost(ctx context.Context, postID string) (*Post, error) {
+	status, err := ap.resolveStatus(ctx, postID)
+	if err != nil {
+		return nil, err
+	}
+	return status.toPost(), nil
+}
+
+func (ap *APClient) resolveStatus(ctx context.Context, postID string) (*internalPost, error) {
+	if strings.HasPrefix(postID, "http://") || strings.HasPrefix(postID, "https://") || strings.HasPrefix(postID, "//") {
+		if status, err := ap.searchStatus(ctx, postID); err == nil && status != nil {
+			return status, nil
+		}
+		note, derr := ap.outbox.resolveNote(ctx, postID)
+		if derr != nil {
+			return nil, fmt.Errorf("status %q not resolvable: %w", postID, derr)
+		}
+		author := extractHandleFromURL(postID)
+		return noteToInternalPost(note, author), nil
+	}
+
+	endpoint := fmt.Sprintf("%s/api/v1/statuses/%s", ap.host, url.PathEscape(postID))
+	var status internalPost
+	if err := ap.get(ctx, endpoint, &status); err != nil {
 		return nil, fmt.Errorf("failed to get post: %w", err)
 	}
-	defer resp.Body.Close()
+	return &status, nil
-	if resp.StatusCode != http.StatusOK {
-		return nil, fmt.Errorf("failed to get post: %s", resp.Status)
-	}
-	body, err := io.ReadAll(resp.Body)
-	if err != nil {
-		return nil, fmt.Errorf("failed to read response body: %w", err)
-	}
-	var internal = &internalPost{}
-	if err = json.Unmarshal(body, internal); err != nil {
-		return nil, fmt.Errorf("failed to unmarshal json response: %w", err)
-	}
-	return internal.toPost(), nil
 }
 
-func (ap *APClient) GetLatestNPosts(ctx context.Context, actor string, limit int) ([]*Post, error) {
+func (ap *APClient) searchStatus(ctx context.Context, postID string) (*internalPost, error) {
-	url := fmt.Sprintf("%s/api/v1/accounts/%s/statuses?limit=%d", ap.host, actor, limit)
+	endpoint := fmt.Sprintf("%s/api/v2/search?q=%s&resolve=true&type=statuses&limit=1", ap.host, url.QueryEscape(postID))
-	req, err := http.NewRequestWithContext(ctx, http.MethodGet, url, nil)
+	var res searchResult
-	if err != nil {
+	if err := ap.get(ctx, endpoint, &res); err != nil {
-		return nil, fmt.Errorf("failed to create request: %w", err)
+		return nil, fmt.Errorf("failed to resolve status %q: %w", postID, err)
 	}
-	req.Header.Set("Authorization", ap.bearerToken)
+	for _, s := range res.Statuses {
-	resp, err := ap.client.Do(req)
+		if s != nil && (s.URL == postID || s.URI == postID) {
-	if err != nil {
+			return s, nil
-		return nil, fmt.Errorf("failed to get latest posts: %w", err)
+		}
 	}
-	defer resp.Body.Close()
+	return nil, nil
-	if resp.StatusCode != http.StatusOK {
-		return nil, fmt.Errorf("failed to get latest posts: %s", resp.Status)
-	}
-	body, err := io.ReadAll(resp.Body)
-	if err != nil {
-		return nil, fmt.Errorf("failed to read response body: %w", err)
-	}
-	var internal []*internalPost
-	if err = json.Unmarshal(body, &internal); err != nil {
-		return nil, fmt.Errorf("failed to unmarshal json response: %w", err)
-	}
-	posts := make([]*Post, len(internal))
-	for i, p := range internal {
-		posts[i] = p.toPost()
-	}
-	return posts, nil
 }
 
-func (ap *APClient) GetPostsInTimeframe(ctx context.Context, actor string, start, end time.Time, limit int) ([]Post, error) {
+func (ap *APClient) GetLatestNPosts(ctx context.Context, actorID string, limit int) ([]*Post, error) {
-	var posts []Post
+	if limit <= 0 {
-	var maxID string
+		return nil, nil
+	}
+	if limit > maxLimit {
+		limit = maxLimit
+	}
 
-	for {
+	acc, err := ap.resolveAccount(ctx, actorID)
+	if err != nil {
+		return nil, err
+	}
+
+	cached, cacheErr := ap.cacheLatestPosts(ctx, acc, limit)
+	if cacheErr != nil {
+		return nil, cacheErr
+	}
+	if len(cached) >= limit {
+		return cachePostsToPosts(cached), nil
+	}
+
+	if !isRemoteAccount(acc) || acc.URL == "" {
+		return cachePostsToPosts(cached), nil
+	}
+
+	outboxPosts, apErr := ap.outbox.getLatest(ctx, acc.URL, acc.Acct, limit-len(cached))
+	if apErr != nil {
+		return nil, fmt.Errorf("outbox fallback failed: %w", apErr)
+	}
+	merged := mergePostsBySource(cached, outboxPosts)
+	if len(outboxPosts) > 0 {
+		urls := make([]string, 0, len(outboxPosts))
+		for _, p := range outboxPosts {
+			if p != nil && p.ID != "" {
+				urls = append(urls, p.ID)
+			}
+		}
+		go ap.warmGTSAsync(context.WithoutCancel(ctx), urls)
+	}
+	return merged, nil
+}
+
+func (ap *APClient) cacheLatestPosts(ctx context.Context, acc *Account, limit int) ([]*internalPost, error) {
+	var (
+		internal []*internalPost
+		maxID    string
+	)
+
+	for len(internal) < limit {
 		if ctx.Err() != nil {
 			return nil, ctx.Err()
 		}
-		if len(posts) >= limit {
+
-			break
+		pageSize := limit - len(internal)
+		if pageSize > maxMastodonPageSize {
+			pageSize = maxMastodonPageSize
 		}
 
-		url := fmt.Sprintf("%s/api/v1/accounts/%s/statuses?limit=50", ap.host, actor)
+		endpoint := fmt.Sprintf("%s/api/v1/accounts/%s/statuses?limit=%d", ap.host, url.PathEscape(acc.ID), pageSize)
 		if maxID != "" {
-			url += fmt.Sprintf("&max_id=%s", maxID)
+			endpoint += "&max_id=" + url.QueryEscape(maxID)
 		}
 
-		req, err := http.NewRequestWithContext(ctx, http.MethodGet, url, nil)
+		var page []*internalPost
-		if err != nil {
+		if err := ap.get(ctx, endpoint, &page); err != nil {
-			return nil, fmt.Errorf("failed to create request: %w", err)
+			return nil, err
 		}
-		req.Header.Set("Authorization", ap.bearerToken)
+		if len(page) == 0 {
-
-		resp, err := ap.client.Do(req)
-		if err != nil {
-			return nil, fmt.Errorf("failed to get posts: %w", err)
-		}
-		// !!IMPORTANT!! Manually close body instead of deferring, due to loop
-
-		if resp.StatusCode != http.StatusOK {
-			resp.Body.Close()
-			return nil, fmt.Errorf("failed to get posts: %s", resp.Status)
-		}
-
-		body, err := io.ReadAll(resp.Body)
-		resp.Body.Close()
-		if err != nil {
-			return nil, fmt.Errorf("failed to read response body: %w", err)
-		}
-
-		var internal []*internalPost
-		if err := json.Unmarshal(body, &internal); err != nil {
-			return nil, fmt.Errorf("failed to unmarshal response body: %w", err)
-		}
-
-		if len(internal) == 0 {
 			break
 		}
 
-		for _, i := range internal {
+		newMaxID := page[len(page)-1].ID
+		if newMaxID == "" {
+			break
+		}
+		if maxID != "" && newMaxID == maxID {
+			break
+		}
+
+		internal = append(internal, page...)
+		maxID = newMaxID
+	}
+	if len(internal) > limit {
+		internal = internal[:limit]
+	}
+	return internal, nil
+}
+
+func (ap *APClient) GetPostsInTimeframe(ctx context.Context, actorID string, start, end time.Time, limit int) ([]*Post, error) {
+	if limit <= 0 {
+		return nil, nil
+	}
+	if limit > maxLimit {
+		limit = maxLimit
+	}
+
+	acc, err := ap.resolveAccount(ctx, actorID)
+	if err != nil {
+		return nil, err
+	}
+
+	cached, cacheErr := ap.cachePostsInTimeframe(ctx, acc, start, end, limit)
+	if cacheErr != nil {
+		return nil, cacheErr
+	}
+	if len(cached) >= limit {
+		return cachePostsToPosts(cached), nil
+	}
+
+	if !isRemoteAccount(acc) || acc.URL == "" {
+		return cachePostsToPosts(cached), nil
+	}
+
+	outboxPosts, apErr := ap.outbox.getInTimeframe(ctx, acc.URL, acc.Acct, start, end, limit-len(cached))
+	if apErr != nil {
+		return nil, fmt.Errorf("outbox fallback failed: %w", apErr)
+	}
+	merged := mergePostsBySource(cached, outboxPosts)
+	if len(outboxPosts) > 0 {
+		urls := make([]string, 0, len(outboxPosts))
+		for _, p := range outboxPosts {
+			if p != nil && p.ID != "" {
+				urls = append(urls, p.ID)
+			}
+		}
+		go ap.warmGTSAsync(context.WithoutCancel(ctx), urls)
+	}
+	return merged, nil
+}
+
+func (ap *APClient) cachePostsInTimeframe(ctx context.Context, acc *Account, start, end time.Time, limit int) ([]*internalPost, error) {
+	var (
+		internal []*internalPost
+		maxID    string
+	)
+
+	for pages := 0; pages < maxTimeframePages; pages++ {
+		if ctx.Err() != nil {
+			return nil, ctx.Err()
+		}
+		if len(internal) >= limit {
+			break
+		}
+
+		endpoint := fmt.Sprintf("%s/api/v1/accounts/%s/statuses?limit=%d", ap.host, url.PathEscape(acc.ID), maxMastodonPageSize)
+		if maxID != "" {
+			endpoint += "&max_id=" + url.QueryEscape(maxID)
+		}
+
+		var page []*internalPost
+		if err := ap.get(ctx, endpoint, &page); err != nil {
+			return nil, err
+		}
+		if len(page) == 0 {
+			break
+		}
+
+		newMaxID := page[len(page)-1].ID
+		if newMaxID == "" {
+			break
+		}
+		if maxID != "" && newMaxID == maxID {
+			break
+		}
+
+		for _, i := range page {
 			if i.CreatedAt.After(end) {
 				continue
 			}
-
 			if i.CreatedAt.Before(start) {
-				return posts, nil
+				return internal, nil
 			}
-
+			internal = append(internal, i)
-			posts = append(posts, *i.toPost())
+			if len(internal) >= limit {
-
+				return internal, nil
-			if len(posts) >= limit {
-				return posts, nil
 			}
 		}
-
+		maxID = newMaxID
-		maxID = internal[len(internal)-1].ID
 	}
 
-	return posts, nil
+	return internal, nil
 }
 
-func (ap *APClient) GetActor(ctx context.Context, actor string) (*actor.Profile, error) {
+func isRemoteAccount(acc *Account) bool {
-	// Mastodon exposes actor lookup by acct; fall back to a direct id lookup.
+	return acc != nil && strings.Contains(acc.Acct, "@")
-	prof, err := ap.fetchAccount(ctx, fmt.Sprintf("%s/api/v1/accounts/lookup?acct=%s", ap.host, url.QueryEscape(actor)))
+}
-	if err != nil {
+
-		prof, err = ap.fetchAccount(ctx, fmt.Sprintf("%s/api/v1/accounts/%s", ap.host, url.PathEscape(actor)))
+func cachePostsToPosts(cached []*internalPost) []*Post {
-		if err != nil {
+	if len(cached) == 0 {
-			return nil, err
+		return nil
+	}
+	posts := make([]*Post, 0, len(cached))
+	for _, c := range cached {
+		if c == nil {
+			continue
 		}
+		posts = append(posts, c.toPost())
 	}
-	return prof, nil
+	return posts
 }
 
-func (ap *APClient) fetchAccount(ctx context.Context, endpoint string) (*actor.Profile, error) {
+func (ap *APClient) GetActor(ctx context.Context, actorHandle string) (*actor.Profile, error) {
-	req, err := http.NewRequestWithContext(ctx, http.MethodGet, endpoint, nil)
+	acc, err := ap.resolveAccount(ctx, actorHandle)
 	if err != nil {
-		return nil, fmt.Errorf("failed to create request: %w", err)
+		return nil, err
 	}
-	req.Header.Set("Authorization", ap.bearerToken)
+	return ap.toProfile(acc), nil
-	resp, err := ap.client.Do(req)
+}
-	if err != nil {
+
-		return nil, fmt.Errorf("failed to get actor: %w", err)
+func (ap *APClient) SearchActors(ctx context.Context, query string, limit int) ([]*actor.Profile, error) {
+	endpoint := fmt.Sprintf("%s/api/v1/accounts/search?q=%s&resolve=true&limit=%d", ap.host, url.QueryEscape(query), limit)
+	var accounts []*Account
+	if err := ap.get(ctx, endpoint, &accounts); err != nil {
+		return nil, fmt.Errorf("failed to search actors: %w", err)
 	}
-	defer resp.Body.Close()
+
-	if resp.StatusCode != http.StatusOK {
+	results := make([]*actor.Profile, 0, len(accounts))
-		return nil, fmt.Errorf("failed to get actor: %s", resp.Status)
+	for _, acc := range accounts {
-	}
+		if acc == nil {
-	body, err := io.ReadAll(resp.Body)
+			continue
-	if err != nil {
+		}
-		return nil, fmt.Errorf("failed to read response body: %w", err)
+		results = append(results, ap.toProfile(acc))
-	}
-	var acc Account
-	if err := json.Unmarshal(body, &acc); err != nil {
-		return nil, fmt.Errorf("failed to unmarshal account: %w", err)
 	}
+	return results, nil
+}
+
+func (ap *APClient) toProfile(acc *Account) *actor.Profile {
 	return &actor.Profile{
 		Platform:       "ActivityPub",
 		Handle:         acc.Acct,
@@ -200,45 +385,74 @@ func (ap *APClient) fetchAccount(ctx context.Context, endpoint string) (*actor.P
 		FollowingCount: acc.FollowingCount,
 		PostCount:      acc.StatusesCount,
 		URL:            acc.URL,
-	}, nil
+	}
 }
 
-func (ap *APClient) SearchActors(ctx context.Context, query string, limit int) ([]actor.Profile, error) {
+func extractHandleFromURL(postURL string) string {
-	endpoint := fmt.Sprintf("%s/api/v1/accounts/search?q=%s&limit=%d", ap.host, url.QueryEscape(query), limit)
+	u, err := url.Parse(postURL)
-	req, err := http.NewRequestWithContext(ctx, http.MethodGet, endpoint, nil)
 	if err != nil {
-		return nil, fmt.Errorf("failed to create request: %w", err)
+		return ""
 	}
-	req.Header.Set("Authorization", ap.bearerToken)
+	parts := strings.Split(strings.TrimPrefix(u.Path, "/"), "/")
-	resp, err := ap.client.Do(req)
+	for _, p := range parts {
-	if err != nil {
+		if strings.HasPrefix(p, "@") {
-		return nil, fmt.Errorf("failed to search actors: %w", err)
+			return strings.TrimPrefix(p, "@")
+		}
 	}
-	defer resp.Body.Close()
+	return ""
-	if resp.StatusCode != http.StatusOK {
+}
-		return nil, fmt.Errorf("failed to search actors: %s", resp.Status)
+
-	}
+func (ap *APClient) warmGTSAsync(ctx context.Context, urls []string) {
-	body, err := io.ReadAll(resp.Body)
+	if len(urls) == 0 {
-	if err != nil {
+		return
-		return nil, fmt.Errorf("failed to read response body: %w", err)
+	}
-	}
+	if ap.limiter == nil {
-	var accounts []Account
+		ap.limiter = newHostLimiter()
-	if err := json.Unmarshal(body, &accounts); err != nil {
+	}
-		return nil, fmt.Errorf("failed to unmarshal accounts: %w", err)
+	ctx, cancel := context.WithTimeout(ctx, 5*time.Minute)
-	}
+	defer cancel()
-	results := make([]actor.Profile, 0, len(accounts))
+
-	for _, acc := range accounts {
+	seen := make(map[string]struct{}, len(urls))
-		results = append(results, actor.Profile{
+	uniq := make([]string, 0, len(urls))
-			Platform:       "ActivityPub",
+	for _, u := range urls {
-			Handle:         acc.Acct,
+		if _, ok := seen[u]; ok {
-			DisplayName:    acc.DisplayName,
+			continue
-			AvatarURL:      acc.Avatar,
+		}
-			Bio:            acc.Note,
+		seen[u] = struct{}{}
-			FollowersCount: acc.FollowersCount,
+		uniq = append(uniq, u)
-			FollowingCount: acc.FollowingCount,
+	}
-			PostCount:      acc.StatusesCount,
+	if len(uniq) > 50 {
-			URL:            acc.URL,
+		uniq = uniq[:50]
-		})
+	}
-	}
+
-	return results, nil
+	byHost := make(map[string][]string)
+	for _, u := range uniq {
+		parsed, err := url.Parse(u)
+		if err != nil || parsed.Host == "" {
+			continue
+		}
+		byHost[parsed.Host] = append(byHost[parsed.Host], u)
+	}
+	if len(byHost) == 0 {
+		return
+	}
+
+	var wg sync.WaitGroup
+	for host, us := range byHost {
+		wg.Add(1)
+		go func(host string, us []string) {
+			defer wg.Done()
+			for _, u := range us {
+				if err := ap.limiter.Wait(ctx, host); err != nil {
+					return
+				}
+				if ctx.Err() != nil {
+					return
+				}
+				var res searchResult
+				_ = ap.get(ctx, fmt.Sprintf("%s/api/v2/search?q=%s&resolve=true&type=statuses&limit=1", ap.host, url.QueryEscape(u)), &res)
+			}
+		}(host, us)
+	}
+	wg.Wait()
 }

internal/activitypub/client_test.go

@@ -6,6 +6,7 @@ import (
 	"fmt"
 	"net/http"
 	"net/http/httptest"
+	"strconv"
 	"strings"
 	"testing"
 	"time"
@@ -16,7 +17,7 @@ type roundTripFunc func(*http.Request) (*http.Response, error)
 func (f roundTripFunc) RoundTrip(r *http.Request) (*http.Response, error) { return f(r) }
 
 func newTestClient(serverURL string) *APClient {
-	ap, err := NewAPClient(context.Background(), "https://example.com", "tok")
+	ap, err := NewAPClient("https://example.com", "tok")
 	if err != nil {
 		panic(err)
 	}
@@ -35,22 +36,29 @@ func newTestClient(serverURL string) *APClient {
 }
 
 func TestNewAPClientEmpty(t *testing.T) {
-	if _, err := NewAPClient(context.Background(), "", "tok"); err == nil {
+	if _, err := NewAPClient("", "tok"); err == nil {
 		t.Fatal("expected error for empty host")
 	}
-	if _, err := NewAPClient(context.Background(), "host", ""); err == nil {
+	if _, err := NewAPClient("host", ""); err == nil {
 		t.Fatal("expected error for empty apikey")
 	}
 }
 
 func TestGetLatestNPosts(t *testing.T) {
 	mux := http.NewServeMux()
-	mux.HandleFunc("/api/v1/accounts/alice/statuses", func(w http.ResponseWriter, r *http.Request) {
+	mux.HandleFunc("/api/v1/accounts/search", func(w http.ResponseWriter, r *http.Request) {
+		_, _ = fmt.Fprint(w, `[{"id":"1","acct":"alice"}]`)
+	})
+	mux.HandleFunc("/api/v1/accounts/1/statuses", func(w http.ResponseWriter, r *http.Request) {
 		if r.Header.Get("Authorization") != "Bearer tok" {
 			w.WriteHeader(http.StatusUnauthorized)
 			return
 		}
-		fmt.Fprint(w, `[{"id":"1","content":"hello world","text":"hello world","created_at":"2024-01-01T00:00:00Z","account":{"acct":"alice"}}]`)
+		if r.URL.Query().Get("max_id") != "" {
+			_, _ = fmt.Fprint(w, `[]`)
+			return
+		}
+		_, _ = fmt.Fprint(w, `[{"id":"1","content":"hello world","text":"hello world","created_at":"2024-01-01T00:00:00Z","account":{"acct":"alice"}}]`)
 	})
 	server := httptest.NewServer(mux)
 	defer server.Close()
@@ -68,10 +76,92 @@ func TestGetLatestNPosts(t *testing.T) {
 	}
 }
 
+func TestGetLatestNPostsPaginates(t *testing.T) {
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/v1/accounts/search", func(w http.ResponseWriter, r *http.Request) {
+		_, _ = fmt.Fprint(w, `[{"id":"1","acct":"alice"}]`)
+	})
+	mux.HandleFunc("/api/v1/accounts/1/statuses", func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Query().Get("max_id") {
+		case "40":
+			ids := make([]map[string]any, 0, 10)
+			for id := 41; id <= 50; id++ {
+				ids = append(ids, map[string]any{
+					"id": fmt.Sprintf("%d", id), "content": fmt.Sprintf("post %d", id), "created_at": "2024-01-01T00:00:00Z",
+					"account": map[string]any{"acct": "alice"},
+				})
+			}
+			_ = json.NewEncoder(w).Encode(ids)
+		case "":
+			ids := make([]map[string]any, 0, 40)
+			for id := 1; id <= 40; id++ {
+				ids = append(ids, map[string]any{
+					"id": fmt.Sprintf("%d", id), "content": fmt.Sprintf("post %d", id), "created_at": "2024-01-01T00:00:00Z",
+					"account": map[string]any{"acct": "alice"},
+				})
+			}
+			_ = json.NewEncoder(w).Encode(ids)
+		default:
+			_ = json.NewEncoder(w).Encode([]map[string]any{})
+		}
+	})
+	server := httptest.NewServer(mux)
+	defer server.Close()
+
+	ap := newTestClient(server.URL)
+	posts, err := ap.GetLatestNPosts(context.Background(), "alice", 50)
+	if err != nil {
+		t.Fatalf("GetLatestNPosts error: %v", err)
+	}
+	if len(posts) != 50 {
+		t.Fatalf("expected 50 posts across 2 pages, got %d", len(posts))
+	}
+	if posts[49].Content != "post 50" {
+		t.Fatalf("expected last post 'post 50', got %q", posts[49].Content)
+	}
+}
+
+func TestGetLatestNPostsZeroLimit(t *testing.T) {
+	ap := newTestClient("http://example.com")
+	posts, err := ap.GetLatestNPosts(context.Background(), "alice", 0)
+	if err != nil {
+		t.Fatalf("GetLatestNPosts with zero limit error: %v", err)
+	}
+	if len(posts) != 0 {
+		t.Fatalf("expected no posts for zero limit, got %d", len(posts))
+	}
+}
+
+func TestGetLatestNPostsLimitClamp(t *testing.T) {
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/v1/accounts/search", func(w http.ResponseWriter, r *http.Request) {
+		_, _ = fmt.Fprint(w, `[{"id":"1","acct":"alice"}]`)
+	})
+	mux.HandleFunc("/api/v1/accounts/1/statuses", func(w http.ResponseWriter, r *http.Request) {
+		limit := r.URL.Query().Get("limit")
+		l, _ := strconv.Atoi(limit)
+		if l > maxLimit {
+			t.Fatalf("expected limit <= %d, got %s", maxLimit, limit)
+		}
+		_, _ = fmt.Fprint(w, `[{"id":"1","content":"hello","created_at":"2024-01-01T00:00:00Z","account":{"acct":"alice"}}]`)
+	})
+	server := httptest.NewServer(mux)
+	defer server.Close()
+
+	ap := newTestClient(server.URL)
+	posts, err := ap.GetLatestNPosts(context.Background(), "alice", 500)
+	if err != nil {
+		t.Fatalf("GetLatestNPosts error: %v", err)
+	}
+	if len(posts) == 0 {
+		t.Fatal("expected at least one post")
+	}
+}
+
 func TestGetPost(t *testing.T) {
 	mux := http.NewServeMux()
 	mux.HandleFunc("/api/v1/statuses/42", func(w http.ResponseWriter, r *http.Request) {
-		fmt.Fprint(w, `{"id":"42","content":"a post","text":"a post","created_at":"2024-01-01T00:00:00Z","account":{"acct":"bob"}}`)
+		_, _ = fmt.Fprint(w, `{"id":"42","content":"a post","text":"a post","created_at":"2024-01-01T00:00:00Z","account":{"acct":"bob"}}`)
 	})
 	server := httptest.NewServer(mux)
 	defer server.Close()
@@ -86,34 +176,215 @@ func TestGetPost(t *testing.T) {
 	}
 }
 
-func TestGetLatestNPostsHTTPError(t *testing.T) {
+func TestGetPostURLResolves(t *testing.T) {
-	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+	url := "https://inst.social/@alice/statuses/42"
-		w.WriteHeader(http.StatusInternalServerError)
+	mux := http.NewServeMux()
-	}))
+	mux.HandleFunc("/api/v2/search", func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Query().Get("q") != url {
+			w.WriteHeader(http.StatusBadRequest)
+			return
+		}
+		if r.URL.Query().Get("type") != "statuses" || r.URL.Query().Get("resolve") != "true" {
+			w.WriteHeader(http.StatusBadRequest)
+			return
+		}
+		_, _ = fmt.Fprint(w, `{"accounts":[],"statuses":[{"id":"42","uri":"`+url+`","url":"`+url+`","content":"resolved post","created_at":"2024-01-01T00:00:00Z","account":{"acct":"bob@inst.social"}}]}`)
+	})
+	server := httptest.NewServer(mux)
 	defer server.Close()
 
 	ap := newTestClient(server.URL)
-	if _, err := ap.GetLatestNPosts(context.Background(), "alice", 10); err == nil {
+	post, err := ap.GetPost(context.Background(), url)
-		t.Fatal("expected error on non-200 status")
+	if err != nil {
+		t.Fatalf("GetPost error: %v", err)
+	}
+	if post.Content != "resolved post" || post.Author != "bob@inst.social" {
+		t.Fatalf("unexpected post: %+v", post)
+	}
+}
+
+func TestGetPostURLNotFound(t *testing.T) {
+	derefTarget := httptest.NewServer(http.NotFoundHandler())
+	defer derefTarget.Close()
+
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/v2/search", func(w http.ResponseWriter, r *http.Request) {
+		_, _ = fmt.Fprint(w, `{"accounts":[],"statuses":[]}`)
+	})
+	gts := httptest.NewServer(mux)
+	defer gts.Close()
+
+	ap, err := NewAPClient(gts.URL, "tok")
+	if err != nil {
+		t.Fatal(err)
+	}
+	if _, err := ap.GetPost(context.Background(), derefTarget.URL+"/missed"); err == nil {
+		t.Fatal("expected error when search and dereference both return nothing")
+	}
+}
+
+func TestGetPostURLSearchReturnsWrongPost(t *testing.T) {
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/v2/search", func(w http.ResponseWriter, r *http.Request) {
+		_, _ = fmt.Fprint(w, `{"accounts":[],"statuses":[{"id":"wrong","uri":"https://other.com/1","content":"wrong post"}]}`)
+	})
+	gts := httptest.NewServer(mux)
+	defer gts.Close()
+
+	ap, err := NewAPClient(gts.URL, "tok")
+	if err != nil {
+		t.Fatal(err)
+	}
+	if _, err := ap.GetPost(context.Background(), "https://inst.social/@alice/statuses/42"); err == nil {
+		t.Fatal("expected error when search returns no matching post")
+	}
+}
+
+func TestGetPostURLDerefFallback(t *testing.T) {
+	remote, _ := newRemoteServer()
+	defer remote.Close()
+
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/v2/search", func(w http.ResponseWriter, r *http.Request) {
+		w.WriteHeader(http.StatusNotFound)
+	})
+	gts := httptest.NewServer(mux)
+	defer gts.Close()
+
+	ap, err := NewAPClient(gts.URL, "tok")
+	if err != nil {
+		t.Fatal(err)
+	}
+	post, err := ap.GetPost(context.Background(), remote.URL+"/notes/2")
+	if err != nil {
+		t.Fatalf("GetPost error: %v", err)
+	}
+	if post.Content != "deref note 2" {
+		t.Fatalf("expected dereferenced note, got %+v", post)
+	}
+}
+
+func TestGetLatestNPostsRemoteFallsBackToOutbox(t *testing.T) {
+	remote, remoteBase := newRemoteServer()
+	defer remote.Close()
+
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/v1/accounts/search", func(w http.ResponseWriter, r *http.Request) {
+		_, _ = fmt.Fprintf(w, `[{"id":"1","acct":"alice@example.social","url":%q}]`, remoteBase)
+	})
+	mux.HandleFunc("/api/v1/accounts/1/statuses", func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Query().Get("max_id") != "" {
+			_, _ = fmt.Fprint(w, `[]`)
+			return
+		}
+		_, _ = fmt.Fprint(w, `[{"id":"c1","content":"cached","uri":`+`"`+remoteBase+`/notes/9","created_at":"2024-03-10T00:00:00Z","account":{"acct":"alice@example.social"}}]`)
+	})
+	gts := httptest.NewServer(mux)
+	defer gts.Close()
+
+	ap, err := NewAPClient(gts.URL, "tok")
+	if err != nil {
+		t.Fatal(err)
+	}
+	posts, err := ap.GetLatestNPosts(context.Background(), "@alice@example.social", 5)
+	if err != nil {
+		t.Fatalf("GetLatestNPosts error: %v", err)
+	}
+	if len(posts) != 5 {
+		t.Fatalf("expected 5 merged posts, got %d: %+v", len(posts), posts)
+	}
+	if posts[0].Content != "cached" {
+		t.Fatalf("expected newest cached first, got %q", posts[0].Content)
+	}
+	if posts[4].Content != "note 4" {
+		t.Fatalf("expected oldest outbox post last, got %q", posts[4].Content)
+	}
+}
+
+func TestGetLatestNPostsRemoteEmptyCacheFallsBack(t *testing.T) {
+	remote, remoteBase := newRemoteServer()
+	defer remote.Close()
+
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/v1/accounts/search", func(w http.ResponseWriter, r *http.Request) {
+		_, _ = fmt.Fprintf(w, `[{"id":"1","acct":"alice@example.social","url":%q}]`, remoteBase)
+	})
+	mux.HandleFunc("/api/v1/accounts/1/statuses", func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Query().Get("max_id") != "" {
+			_, _ = fmt.Fprint(w, `[]`)
+			return
+		}
+		_, _ = fmt.Fprint(w, `[]`)
+	})
+	gts := httptest.NewServer(mux)
+	defer gts.Close()
+
+	ap, err := NewAPClient(gts.URL, "tok")
+	if err != nil {
+		t.Fatal(err)
+	}
+	posts, err := ap.GetLatestNPosts(context.Background(), "@alice@example.social", 4)
+	if err != nil {
+		t.Fatalf("GetLatestNPosts error: %v", err)
+	}
+	if len(posts) != 4 {
+		t.Fatalf("expected all 4 posts from outbox, got %d", len(posts))
+	}
+	if posts[0].Content != "bare note 3" {
+		t.Fatalf("expected outbox post newest-first, got %q", posts[0].Content)
+	}
+}
+
+func TestGetPostsInTimeframeRemoteFallsBackToOutbox(t *testing.T) {
+	remote, remoteBase := newRemoteServer()
+	defer remote.Close()
+
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/v1/accounts/search", func(w http.ResponseWriter, r *http.Request) {
+		_, _ = fmt.Fprintf(w, `[{"id":"1","acct":"alice@example.social","url":%q}]`, remoteBase)
+	})
+	mux.HandleFunc("/api/v1/accounts/1/statuses", func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Query().Get("max_id") != "" {
+			_, _ = fmt.Fprint(w, `[]`)
+			return
+		}
+		_, _ = fmt.Fprint(w, `[{"id":"c1","content":"cached in window","uri":`+`"`+remoteBase+`/notes/5","created_at":"2024-02-20T00:00:00Z","account":{"acct":"alice@example.social"}}]`)
+	})
+	gts := httptest.NewServer(mux)
+	defer gts.Close()
+
+	ap, err := NewAPClient(gts.URL, "tok")
+	if err != nil {
+		t.Fatal(err)
+	}
+	start := time.Date(2024, 1, 1, 0, 0, 0, 0, time.UTC)
+	end := time.Date(2024, 3, 2, 0, 0, 0, 0, time.UTC)
+	posts, err := ap.GetPostsInTimeframe(context.Background(), "@alice@example.social", start, end, 3)
+	if err != nil {
+		t.Fatalf("GetPostsInTimeframe error: %v", err)
+	}
+	if len(posts) != 3 {
+		t.Fatalf("expected 3 in-window posts, got %d: %+v", len(posts), posts)
+	}
+	if posts[0].Content != "created note 1" || posts[1].Content != "cached in window" || posts[2].Content != "deref note 2" {
+		t.Fatalf("unexpected merged order: %+v", posts)
 	}
 }
 
 func TestGetPostsInTimeframe(t *testing.T) {
-	// Feed is reverse-chronological: newer than `end`, two in-window, then older
-	// than `start`. The client must skip the too-new post, return both in-window
-	// posts, and stop when it crosses the `start` boundary.
 	mux := http.NewServeMux()
-	mux.HandleFunc("/api/v1/accounts/alice/statuses", func(w http.ResponseWriter, r *http.Request) {
+	mux.HandleFunc("/api/v1/accounts/search", func(w http.ResponseWriter, r *http.Request) {
+		_, _ = fmt.Fprint(w, `[{"id":"1","acct":"alice"}]`)
+	})
+	mux.HandleFunc("/api/v1/accounts/1/statuses", func(w http.ResponseWriter, r *http.Request) {
 		feed := []map[string]any{}
 		switch r.URL.Query().Get("max_id") {
 		case "":
-			// Page 1: too-new post and one in-window post.
 			feed = []map[string]any{
 				{"id": "5", "content": "too-new", "text": "too-new", "created_at": "2025-03-01T00:00:00Z", "account": map[string]any{"acct": "alice"}},
 				{"id": "4", "content": "mid", "text": "mid", "created_at": "2024-06-01T00:00:00Z", "account": map[string]any{"acct": "alice"}},
 			}
 		case "4":
-			// Page 2: in-window post then too-old post.
 			feed = []map[string]any{
 				{"id": "3", "content": "early-mid", "text": "early-mid", "created_at": "2024-03-01T00:00:00Z", "account": map[string]any{"acct": "alice"}},
 				{"id": "2", "content": "too-old", "text": "too-old", "created_at": "2023-01-01T00:00:00Z", "account": map[string]any{"acct": "alice"}},
@@ -142,14 +413,31 @@ func TestGetPostsInTimeframe(t *testing.T) {
 	}
 }
 
+func TestGetLatestNPostsHTTPError(t *testing.T) {
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/v1/accounts/search", func(w http.ResponseWriter, r *http.Request) {
+		_, _ = fmt.Fprint(w, `[{"id":"1","acct":"alice"}]`)
+	})
+	mux.HandleFunc("/api/v1/accounts/1/statuses", func(w http.ResponseWriter, r *http.Request) {
+		w.WriteHeader(http.StatusInternalServerError)
+	})
+	server := httptest.NewServer(mux)
+	defer server.Close()
+
+	ap := newTestClient(server.URL)
+	if _, err := ap.GetLatestNPosts(context.Background(), "alice", 10); err == nil {
+		t.Fatal("expected error on non-200 status from timeline")
+	}
+}
+
 func TestGetActor(t *testing.T) {
 	mux := http.NewServeMux()
-	mux.HandleFunc("/api/v1/accounts/lookup", func(w http.ResponseWriter, r *http.Request) {
+	mux.HandleFunc("/api/v1/accounts/search", func(w http.ResponseWriter, r *http.Request) {
-		if r.URL.Query().Get("acct") != "alice" {
+		if r.URL.Query().Get("q") != "alice" {
 			w.WriteHeader(http.StatusBadRequest)
 			return
 		}
-		fmt.Fprint(w, `{"id":"1","acct":"alice@inst.social","display_name":"Alice","note":"hello there","avatar":"https://img/avatar.png","followers_count":10,"following_count":5,"statuses_count":3,"url":"https://inst.social/@alice"}`)
+		_, _ = fmt.Fprint(w, `[{"id":"1","acct":"alice@inst.social","display_name":"Alice","note":"hello there","avatar":"https://img/avatar.png","followers_count":10,"following_count":5,"statuses_count":3,"url":"https://inst.social/@alice"}]`)
 	})
 	server := httptest.NewServer(mux)
 	defer server.Close()
@@ -175,11 +463,11 @@ func TestGetActor(t *testing.T) {
 
 func TestGetActorIDFallback(t *testing.T) {
 	mux := http.NewServeMux()
-	mux.HandleFunc("/api/v1/accounts/lookup", func(w http.ResponseWriter, r *http.Request) {
+	mux.HandleFunc("/api/v1/accounts/search", func(w http.ResponseWriter, r *http.Request) {
-		w.WriteHeader(http.StatusNotFound)
+		_, _ = fmt.Fprint(w, `[]`)
 	})
 	mux.HandleFunc("/api/v1/accounts/alice", func(w http.ResponseWriter, r *http.Request) {
-		fmt.Fprint(w, `{"id":"1","acct":"alice@inst.social","display_name":"Alice","note":"hi","avatar":"https://img/a.png","followers_count":1,"following_count":2,"statuses_count":3,"url":"https://x"}`)
+		_, _ = fmt.Fprint(w, `{"id":"1","acct":"alice@inst.social","display_name":"Alice","note":"hi","avatar":"https://img/a.png","followers_count":1,"following_count":2,"statuses_count":3,"url":"https://x"}`)
 	})
 	server := httptest.NewServer(mux)
 	defer server.Close()
@@ -194,6 +482,29 @@ func TestGetActorIDFallback(t *testing.T) {
 	}
 }
 
+func TestGetActorAtLocalHandle(t *testing.T) {
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/v1/accounts/search", func(w http.ResponseWriter, r *http.Request) {
+		q := r.URL.Query().Get("q")
+		if q != "@alice" && q != "alice" {
+			w.WriteHeader(http.StatusBadRequest)
+			return
+		}
+		_, _ = fmt.Fprint(w, `[{"id":"1","acct":"alice","display_name":"Alice","note":"hi","avatar":"https://img/a.png","followers_count":1,"following_count":2,"statuses_count":3,"url":"https://x"}]`)
+	})
+	server := httptest.NewServer(mux)
+	defer server.Close()
+
+	ap := newTestClient(server.URL)
+	prof, err := ap.GetActor(context.Background(), "@alice")
+	if err != nil {
+		t.Fatalf("GetActor error: %v", err)
+	}
+	if prof.Handle != "alice" {
+		t.Fatalf("expected local handle, got %q", prof.Handle)
+	}
+}
+
 func TestSearchActors(t *testing.T) {
 	mux := http.NewServeMux()
 	mux.HandleFunc("/api/v1/accounts/search", func(w http.ResponseWriter, r *http.Request) {
@@ -201,7 +512,11 @@ func TestSearchActors(t *testing.T) {
 			w.WriteHeader(http.StatusBadRequest)
 			return
 		}
-		fmt.Fprint(w, `[{"id":"1","acct":"alice@inst.social","display_name":"Alice","note":"bio","avatar":"https://img/a.png","followers_count":1,"following_count":2,"statuses_count":3,"url":"https://x"}]`)
+		if r.URL.Query().Get("resolve") != "true" {
+			w.WriteHeader(http.StatusBadRequest)
+			return
+		}
+		_, _ = fmt.Fprint(w, `[{"id":"1","acct":"alice@inst.social","display_name":"Alice","note":"bio","avatar":"https://img/a.png","followers_count":1,"following_count":2,"statuses_count":3,"url":"https://x"}]`)
 	})
 	server := httptest.NewServer(mux)
 	defer server.Close()
@@ -218,3 +533,65 @@ func TestSearchActors(t *testing.T) {
 		t.Fatalf("unexpected result: %+v", results[0])
 	}
 }
+
+func TestExtractHandleFromURL(t *testing.T) {
+	tests := []struct {
+		url      string
+		expected string
+	}{
+		{"https://inst.social/@alice/statuses/42", "alice"},
+		{"http://example.com/@bob/posts/1", "bob"},
+		{"https://no-at-here.com/notes/1", ""},
+		{"https://host/@user/note", "user"},
+	}
+	for _, tt := range tests {
+		got := extractHandleFromURL(tt.url)
+		if got != tt.expected {
+			t.Fatalf("extractHandleFromURL(%q) = %q, want %q", tt.url, got, tt.expected)
+		}
+	}
+}
+
+func TestGetPostBareLocalHandle(t *testing.T) {
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/v1/accounts/search", func(w http.ResponseWriter, r *http.Request) {
+		q := r.URL.Query().Get("q")
+		if q != "@alice" && q != "alice" {
+			w.WriteHeader(http.StatusBadRequest)
+			return
+		}
+		_, _ = fmt.Fprint(w, `[{"id":"1","acct":"alice"}]`)
+	})
+	mux.HandleFunc("/api/v1/statuses/alice", func(w http.ResponseWriter, r *http.Request) {
+		_, _ = fmt.Fprint(w, `{"id":"1","content":"local post","created_at":"2024-01-01T00:00:00Z","account":{"acct":"alice"}}`)
+	})
+	server := httptest.NewServer(mux)
+	defer server.Close()
+
+	ap := newTestClient(server.URL)
+	_, err := ap.GetPost(context.Background(), "alice")
+	if err != nil {
+		t.Fatalf("GetPost with local handle error: %v", err)
+	}
+}
+
+func TestSearchActorsNilEntries(t *testing.T) {
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/v1/accounts/search", func(w http.ResponseWriter, r *http.Request) {
+		_, _ = fmt.Fprint(w, `[null,{"id":"1","acct":"alice@inst.social"}]`)
+	})
+	server := httptest.NewServer(mux)
+	defer server.Close()
+
+	ap := newTestClient(server.URL)
+	results, err := ap.SearchActors(context.Background(), "alice", 10)
+	if err != nil {
+		t.Fatalf("SearchActors error: %v", err)
+	}
+	if len(results) != 1 {
+		t.Fatalf("expected 1 result after filtering nil, got %d", len(results))
+	}
+	if results[0].Handle != "alice@inst.social" {
+		t.Fatalf("unexpected result: %+v", results[0])
+	}
+}

internal/activitypub/outbox.go

@@ -0,0 +1,501 @@
+package activitypub
+
+import (
+	"bytes"
+	"context"
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"net/url"
+	"sort"
+	"strings"
+	"time"
+)
+
+const outboxMaxPages = 100
+
+var webfingerScheme = "https"
+
+type outboxClient struct {
+	client *http.Client
+}
+
+type apStringOrArray []string
+
+func (s *apStringOrArray) UnmarshalJSON(b []byte) error {
+	b = bytes.TrimSpace(b)
+	if len(b) == 0 || string(b) == "null" {
+		*s = nil
+		return nil
+	}
+	if b[0] == '"' {
+		var v string
+		if err := json.Unmarshal(b, &v); err != nil {
+			return err
+		}
+		*s = []string{v}
+		return nil
+	}
+	var arr []string
+	if err := json.Unmarshal(b, &arr); err != nil {
+		return err
+	}
+	*s = arr
+	return nil
+}
+
+type apIRI string
+
+func (i *apIRI) UnmarshalJSON(b []byte) error {
+	b = bytes.TrimSpace(b)
+	if len(b) == 0 || string(b) == "null" {
+		*i = ""
+		return nil
+	}
+	if b[0] == '"' {
+		var s string
+		if err := json.Unmarshal(b, &s); err != nil {
+			return err
+		}
+		*i = apIRI(s)
+		return nil
+	}
+	var o struct {
+		ID string `json:"id"`
+	}
+	if err := json.Unmarshal(b, &o); err != nil {
+		return err
+	}
+	*i = apIRI(o.ID)
+	return nil
+}
+
+type apRef struct {
+	IRI    string
+	Inline json.RawMessage
+}
+
+func (r *apRef) UnmarshalJSON(b []byte) error {
+	b = bytes.TrimSpace(b)
+	if len(b) == 0 || string(b) == "null" {
+		r.IRI = ""
+		r.Inline = nil
+		return nil
+	}
+	if b[0] == '"' {
+		var s string
+		if err := json.Unmarshal(b, &s); err != nil {
+			return err
+		}
+		r.IRI = s
+		return nil
+	}
+	r.Inline = append([]byte(nil), b...)
+	return nil
+}
+
+type apActor struct {
+	ID                string `json:"id"`
+	Type              string `json:"type"`
+	PreferredUsername string `json:"preferredUsername"`
+	URL               string `json:"url"`
+	Outbox            apIRI  `json:"outbox"`
+	Inbox             apIRI  `json:"inbox"`
+}
+
+type apActivity struct {
+	ID        string          `json:"id"`
+	Type      string          `json:"type"`
+	Published string          `json:"published"`
+	Content   string          `json:"content"`
+	URL       apStringOrArray `json:"url"`
+	Object    json.RawMessage `json:"object"`
+}
+
+type apCollection struct {
+	Type  string `json:"type"`
+	First apRef  `json:"first"`
+}
+
+type apPage struct {
+	Type         string          `json:"type"`
+	OrderedItems json.RawMessage `json:"orderedItems"`
+	Next         apRef           `json:"next"`
+}
+
+type apNote struct {
+	ID        string          `json:"id"`
+	Type      string          `json:"type"`
+	Published string          `json:"published"`
+	Content   string          `json:"content"`
+	URL       apStringOrArray `json:"url"`
+}
+
+type webfingerResponse struct {
+	Subject string `json:"subject"`
+	Links   []struct {
+		Rel  string `json:"rel"`
+		Type string `json:"type"`
+		Href string `json:"href"`
+	} `json:"links"`
+}
+
+func newOutboxClient() *outboxClient {
+	return &outboxClient{client: &http.Client{Timeout: 30 * time.Second}}
+}
+
+func (oc *outboxClient) getJSON(ctx context.Context, endpoint string, target any) error {
+	req, err := http.NewRequestWithContext(ctx, http.MethodGet, endpoint, nil)
+	if err != nil {
+		return fmt.Errorf("failed to create request: %w", err)
+	}
+	req.Header.Set("Accept", `application/activity+json, application/ld+json; profile="https://www.w3.org/ns/activitystreams", application/json`)
+
+	resp, err := oc.client.Do(req)
+	if err != nil {
+		return err
+	}
+	defer resp.Body.Close()
+
+	if resp.StatusCode < 200 || resp.StatusCode >= 300 {
+		errBody, _ := io.ReadAll(io.LimitReader(resp.Body, 4096))
+		return fmt.Errorf("api error (status %d): %s", resp.StatusCode, string(errBody))
+	}
+
+	if err := json.NewDecoder(io.LimitReader(resp.Body, maxResponseBody)).Decode(target); err != nil {
+		return fmt.Errorf("failed to decode response: %w", err)
+	}
+	return nil
+}
+
+func (oc *outboxClient) webfinger(ctx context.Context, handle string) (string, error) {
+	full := strings.TrimPrefix(handle, "@")
+	at := strings.LastIndex(full, "@")
+	if at <= 0 || at == len(full)-1 {
+		return "", fmt.Errorf("invalid handle %q", handle)
+	}
+	domain := full[at+1:]
+
+	endpoint := fmt.Sprintf("%s://%s/.well-known/webfinger?resource=%s", webfingerScheme, domain, url.QueryEscape("acct:"+full))
+	var wf webfingerResponse
+	if err := oc.getJSON(ctx, endpoint, &wf); err != nil {
+		return "", fmt.Errorf("webfinger lookup for %q failed: %w", full, err)
+	}
+
+	var htmlSelf string
+	for _, l := range wf.Links {
+		if l.Rel != "self" || l.Href == "" {
+			continue
+		}
+		if strings.Contains(l.Type, "activity+json") || strings.Contains(l.Type, "ld+json") {
+			return l.Href, nil
+		}
+		if htmlSelf == "" && strings.Contains(l.Type, "html") {
+			htmlSelf = l.Href
+		}
+	}
+	if htmlSelf != "" {
+		return htmlSelf, nil
+	}
+	return "", fmt.Errorf("webfinger for %q returned no self link", full)
+}
+
+func (oc *outboxClient) getActor(ctx context.Context, actorURL string) (*apActor, error) {
+	var actor apActor
+	if err := oc.getJSON(ctx, actorURL, &actor); err != nil {
+		return nil, fmt.Errorf("failed to fetch actor %q: %w", actorURL, err)
+	}
+	if actor.ID == "" && actor.Outbox == "" {
+		return nil, fmt.Errorf("response from %q is not an actor document", actorURL)
+	}
+	return &actor, nil
+}
+
+func (oc *outboxClient) resolveActor(ctx context.Context, actorURL, handle string) (*apActor, error) {
+	if actorURL == "" {
+		var err error
+		actorURL, err = oc.webfinger(ctx, handle)
+		if err != nil {
+			return nil, err
+		}
+	}
+	return oc.getActor(ctx, actorURL)
+}
+
+func (oc *outboxClient) getLatest(ctx context.Context, actorURL, author string, limit int) ([]*Post, error) {
+	if limit <= 0 {
+		return nil, nil
+	}
+	return oc.walk(ctx, actorURL, author, limit, func(*Post) bool { return true })
+}
+
+func (oc *outboxClient) getInTimeframe(ctx context.Context, actorURL, author string, start, end time.Time, limit int) ([]*Post, error) {
+	if limit <= 0 {
+		return nil, nil
+	}
+	return oc.walk(ctx, actorURL, author, limit, func(p *Post) bool {
+		return !p.CreatedAt.Before(start) && !p.CreatedAt.After(end)
+	})
+}
+
+func (oc *outboxClient) walk(ctx context.Context, actorURL, author string, limit int, include func(*Post) bool) ([]*Post, error) {
+	actor, err := oc.resolveActor(ctx, actorURL, author)
+	if err != nil {
+		return nil, err
+	}
+	if actor.Outbox == "" {
+		return nil, fmt.Errorf("actor %q exposes no outbox", actorURL)
+	}
+
+	var posts []*Post
+	seen := make(map[string]struct{})
+
+	cur, err := oc.firstPage(ctx, string(actor.Outbox))
+	if err != nil {
+		return nil, err
+	}
+
+	for pages := 0; pages < outboxMaxPages; pages++ {
+		if ctx.Err() != nil {
+			return nil, ctx.Err()
+		}
+		if len(posts) >= limit {
+			break
+		}
+
+		page, ok, err := oc.getPage(ctx, cur)
+		if err != nil {
+			return nil, err
+		}
+		if !ok {
+			break
+		}
+
+		var items []apActivity
+		if len(page.OrderedItems) > 0 {
+			if err := json.Unmarshal(page.OrderedItems, &items); err != nil {
+				return nil, fmt.Errorf("failed to decode outbox page items: %w", err)
+			}
+		}
+
+		for _, item := range items {
+			p, valid, err := oc.itemToPost(ctx, item, author)
+			if err != nil {
+				return nil, err
+			}
+			if !valid || p == nil {
+				continue
+			}
+			if _, dup := seen[p.ID]; dup {
+				continue
+			}
+			seen[p.ID] = struct{}{}
+			if include(p) {
+				posts = append(posts, p)
+				if len(posts) >= limit {
+					return posts, nil
+				}
+			}
+		}
+
+		cur = page.Next
+		if cur.IRI == "" && len(cur.Inline) == 0 {
+			break
+		}
+	}
+
+	return posts, nil
+}
+
+func (oc *outboxClient) firstPage(ctx context.Context, outbox string) (apRef, error) {
+	var coll apCollection
+	if err := oc.getJSON(ctx, outbox, &coll); err != nil {
+		return apRef{}, fmt.Errorf("failed to fetch outbox %q: %w", outbox, err)
+	}
+	if coll.Type != "" && coll.Type != "OrderedCollection" {
+		return apRef{}, fmt.Errorf("outbox %q has unexpected type %q", outbox, coll.Type)
+	}
+	if coll.First.IRI == "" && len(coll.First.Inline) == 0 {
+		return apRef{}, fmt.Errorf("outbox %q exposes no pages", outbox)
+	}
+	return coll.First, nil
+}
+
+func (oc *outboxClient) getPage(ctx context.Context, ref apRef) (apPage, bool, error) {
+	var page apPage
+	switch {
+	case ref.IRI != "":
+		if err := oc.getJSON(ctx, ref.IRI, &page); err != nil {
+			return apPage{}, false, fmt.Errorf("failed to fetch outbox page %q: %w", ref.IRI, err)
+		}
+	case len(ref.Inline) > 0:
+		if err := json.Unmarshal(ref.Inline, &page); err != nil {
+			return apPage{}, false, fmt.Errorf("failed to decode inline outbox page: %w", err)
+		}
+	default:
+		return apPage{}, false, nil
+	}
+	return page, true, nil
+}
+
+func (oc *outboxClient) itemToPost(ctx context.Context, item apActivity, author string) (*Post, bool, error) {
+	var note *apNote
+	var err error
+
+	switch item.Type {
+	case "Create", "Update":
+		note, err = oc.noteFromObject(ctx, item.Object)
+	case "Note", "Article", "Question", "Page", "":
+		note = &apNote{
+			ID:        item.ID,
+			Type:      item.Type,
+			Published: item.Published,
+			Content:   item.Content,
+			URL:       item.URL,
+		}
+	default:
+		return nil, false, nil
+	}
+	if err != nil {
+		return nil, false, err
+	}
+	if note == nil || !isPostNote(note.Type) {
+		return nil, false, nil
+	}
+
+	id := note.ID
+	if id == "" && len(note.URL) > 0 {
+		id = note.URL[0]
+	}
+	if id == "" {
+		return nil, false, nil
+	}
+
+	created, ok := parseActivityTime(note.Published)
+	if !ok || created.IsZero() {
+		return nil, false, nil
+	}
+
+	return &Post{
+		ID:        id,
+		Author:    author,
+		Content:   note.Content,
+		CreatedAt: created,
+	}, true, nil
+}
+
+func (oc *outboxClient) noteFromObject(ctx context.Context, raw json.RawMessage) (*apNote, error) {
+	raw = bytes.TrimSpace(raw)
+	if len(raw) == 0 || string(raw) == "null" {
+		return nil, nil
+	}
+	if raw[0] == '"' {
+		var id string
+		if err := json.Unmarshal(raw, &id); err != nil {
+			return nil, err
+		}
+		return oc.fetchNote(ctx, id)
+	}
+	var n apNote
+	if err := json.Unmarshal(raw, &n); err != nil {
+		return nil, err
+	}
+	return &n, nil
+}
+
+func (oc *outboxClient) fetchNote(ctx context.Context, iri string) (*apNote, error) {
+	var n apNote
+	if err := oc.getJSON(ctx, iri, &n); err != nil {
+		return nil, fmt.Errorf("failed to dereference object %q: %w", iri, err)
+	}
+	return &n, nil
+}
+
+func (oc *outboxClient) resolveNote(ctx context.Context, url string) (*apNote, error) {
+	var act apActivity
+	if err := oc.getJSON(ctx, url, &act); err != nil {
+		return nil, fmt.Errorf("failed to dereference status %q: %w", url, err)
+	}
+	switch act.Type {
+	case "Create":
+		return oc.noteFromObject(ctx, act.Object)
+	case "Note", "Article", "Question", "Page", "":
+		return &apNote{
+			ID:        act.ID,
+			Type:      act.Type,
+			Published: act.Published,
+			Content:   act.Content,
+			URL:       act.URL,
+		}, nil
+	default:
+		return nil, fmt.Errorf("document at %q is not a post (type %q)", url, act.Type)
+	}
+}
+
+func isPostNote(t string) bool {
+	switch t {
+	case "", "Note", "Article", "Question", "Page":
+		return true
+	}
+	return false
+}
+
+func parseActivityTime(s string) (time.Time, bool) {
+	if s == "" {
+		return time.Time{}, false
+	}
+	for _, layout := range []string{time.RFC3339, time.RFC3339Nano, "2006-01-02T15:04:05"} {
+		if t, err := time.Parse(layout, s); err == nil {
+			return t, true
+		}
+	}
+	return time.Time{}, false
+}
+
+func noteToInternalPost(n *apNote, author string) *internalPost {
+	p := &internalPost{
+		ID:      n.ID,
+		URI:     n.ID,
+		Content: n.Content,
+	}
+	if len(n.URL) > 0 {
+		p.URL = n.URL[0]
+	}
+	if t, ok := parseActivityTime(n.Published); ok {
+		p.CreatedAt = t
+	}
+	if author != "" {
+		p.Account = Account{Acct: author}
+	}
+	return p
+}
+
+func mergePostsBySource(cached []*internalPost, outbox []*Post) []*Post {
+	seen := make(map[string]struct{}, len(cached))
+	res := make([]*Post, 0, len(cached)+len(outbox))
+	for _, c := range cached {
+		key := c.URI
+		if key == "" {
+			key = c.ID
+		}
+		if key != "" {
+			seen[key] = struct{}{}
+		}
+		if c != nil {
+			res = append(res, c.toPost())
+		}
+	}
+	for _, p := range outbox {
+		if p == nil || p.ID == "" {
+			continue
+		}
+		if _, dup := seen[p.ID]; dup {
+			continue
+		}
+		seen[p.ID] = struct{}{}
+		res = append(res, p)
+	}
+	sort.SliceStable(res, func(i, j int) bool { return res[i].CreatedAt.After(res[j].CreatedAt) })
+	return res
+}

internal/activitypub/outbox_test.go

@@ -0,0 +1,224 @@
+package activitypub
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"net/http"
+	"net/http/httptest"
+	"strings"
+	"testing"
+	"time"
+)
+
+// newRemoteServer serves a synthetic ActivityPub instance: a webfinger
+// endpoint, an actor with an outbox collection, two outbox pages (with mixed
+// activity types and an IRI-referenced object) and a dereferenceable note.
+// Returns the server and the actor's canonical URL.
+func newRemoteServer() (*httptest.Server, string) {
+	base := ""
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		var body string
+		switch {
+		case strings.HasSuffix(r.URL.Path, "/.well-known/webfinger"):
+			body = `{"subject":"acct:alice@example.social","links":[` +
+				`{"rel":"self","type":"application/activity+json","href":"` + base + `/users/alice"},` +
+				`{"rel":"http://webfinger.net/rel/profile-page","type":"text/html","href":"` + base + `/@alice"}]}`
+		case r.URL.Path == "/users/alice":
+			body = `{"id":"` + base + `/users/alice","type":"Person","preferredUsername":"alice","url":"` + base + `/@alice","outbox":"` + base + `/users/alice/outbox"}`
+		case r.URL.Path == "/users/alice/outbox" && r.URL.Query().Get("page") == "":
+			body = `{"type":"OrderedCollection","totalItems":5,"first":"` + base + `/users/alice/outbox?page=1"}`
+		case r.URL.Path == "/users/alice/outbox" && r.URL.Query().Get("page") == "1":
+			body = `{"type":"OrderedCollectionPage","partOf":"` + base + `/users/alice/outbox","orderedItems":[` +
+				`{"type":"Create","published":"2024-03-01T00:00:00Z","object":{"type":"Note","id":"` + base + `/notes/1","published":"2024-03-01T00:00:00Z","content":"created note 1","url":"` + base + `/@alice/statuses/1"}},` +
+				`{"type":"Announce","object":"` + base + `/notes/9"},` +
+				`{"type":"Like","object":"` + base + `/notes/8"},` +
+				`{"type":"Create","object":"` + base + `/notes/2"},` +
+				`{"type":"Note","id":"` + base + `/notes/3","published":"2024-03-03T00:00:00Z","content":"bare note 3","url":["` + base + `/@alice/statuses/3"]}` +
+				`],"next":"` + base + `/users/alice/outbox?page=2"}`
+		case r.URL.Path == "/users/alice/outbox" && r.URL.Query().Get("page") == "2":
+			body = `{"type":"OrderedCollectionPage","orderedItems":[` +
+				`{"type":"Create","object":{"type":"Note","id":"` + base + `/notes/4","published":"2024-01-15T00:00:00Z","content":"note 4"}}` +
+				`]}`
+		case r.URL.Path == "/notes/2":
+			body = `{"type":"Note","id":"` + base + `/notes/2","published":"2024-02-01T00:00:00Z","content":"deref note 2","url":"` + base + `/@alice/statuses/2"}`
+		default:
+			http.NotFound(w, r)
+			return
+		}
+		w.Header().Set("Content-Type", "application/activity+json")
+		_, _ = fmt.Fprint(w, body)
+	}))
+	base = server.URL
+	return server, base + "/users/alice"
+}
+
+func TestOutboxGetLatest(t *testing.T) {
+	server, actorURL := newRemoteServer()
+	defer server.Close()
+
+	oc := newOutboxClient()
+	posts, err := oc.getLatest(context.Background(), actorURL, "alice@example.social", 10)
+	if err != nil {
+		t.Fatalf("getLatest error: %v", err)
+	}
+	if len(posts) != 4 {
+		t.Fatalf("expected 4 Create/Note posts (skipping Announce/Like), got %d: %+v", len(posts), posts)
+	}
+	want := []string{"created note 1", "deref note 2", "bare note 3", "note 4"}
+	for i, w := range want {
+		if posts[i].Content != w {
+			t.Fatalf("posts[%d].Content = %q, want %q", i, posts[i].Content, w)
+		}
+	}
+	if posts[0].Author != "alice@example.social" {
+		t.Fatalf("Author = %q, want handle", posts[0].Author)
+	}
+}
+
+func TestOutboxGetLatestLimit(t *testing.T) {
+	server, actorURL := newRemoteServer()
+	defer server.Close()
+
+	oc := newOutboxClient()
+	posts, err := oc.getLatest(context.Background(), actorURL, "h", 2)
+	if err != nil {
+		t.Fatalf("getLatest error: %v", err)
+	}
+	if len(posts) != 2 {
+		t.Fatalf("expected 2 posts, got %d", len(posts))
+	}
+	want := []string{"created note 1", "deref note 2"}
+	for i, w := range want {
+		if posts[i].Content != w {
+			t.Fatalf("posts[%d].Content = %q, want %q", i, posts[i].Content, w)
+		}
+	}
+}
+
+func TestOutboxGetInTimeframe(t *testing.T) {
+	server, actorURL := newRemoteServer()
+	defer server.Close()
+
+	oc := newOutboxClient()
+	start := time.Date(2024, 2, 1, 0, 0, 0, 0, time.UTC)
+	end := time.Date(2024, 3, 2, 0, 0, 0, 0, time.UTC)
+	posts, err := oc.getInTimeframe(context.Background(), actorURL, "h", start, end, 10)
+	if err != nil {
+		t.Fatalf("getInTimeframe error: %v", err)
+	}
+	if len(posts) != 2 {
+		t.Fatalf("expected 2 in-window posts (note 3 and 4 are outside), got %d", len(posts))
+	}
+	if posts[0].Content != "created note 1" || posts[1].Content != "deref note 2" {
+		t.Fatalf("unexpected in-window posts: %+v", posts)
+	}
+}
+
+func TestOutboxResolveViaWebfinger(t *testing.T) {
+	server, _ := newRemoteServer()
+	defer server.Close()
+
+	scheme := webfingerScheme
+	webfingerScheme = "http"
+	defer func() { webfingerScheme = scheme }()
+
+	handle := "@alice@" + strings.TrimPrefix(server.URL, "http://")
+	oc := newOutboxClient()
+	posts, err := oc.getLatest(context.Background(), "", handle, 10)
+	if err != nil {
+		t.Fatalf("getLatest via webfinger error: %v", err)
+	}
+	if len(posts) != 4 {
+		t.Fatalf("expected 4 posts via webfinger, got %d", len(posts))
+	}
+}
+
+func TestOutboxResolveNote(t *testing.T) {
+	server, _ := newRemoteServer()
+	defer server.Close()
+
+	oc := newOutboxClient()
+	note, err := oc.resolveNote(context.Background(), server.URL+"/notes/2")
+	if err != nil {
+		t.Fatalf("resolveNote error: %v", err)
+	}
+	if note.Content != "deref note 2" {
+		t.Fatalf("unexpected note: %+v", note)
+	}
+}
+
+func TestNoteToInternalPostSetsAuthor(t *testing.T) {
+	note := &apNote{
+		ID:        "https://example.social/notes/1",
+		Content:   "hello",
+		Published: "2024-01-01T00:00:00Z",
+	}
+	p := noteToInternalPost(note, "alice@example.social")
+	if p.Account.Acct != "alice@example.social" {
+		t.Fatalf("expected Account.Acct = 'alice@example.social', got %q", p.Account.Acct)
+	}
+	if p.toPost().Author != "alice@example.social" {
+		t.Fatalf("expected toPost().Author = 'alice@example.social', got %q", p.toPost().Author)
+	}
+}
+
+func TestNoteToInternalPostNoAuthor(t *testing.T) {
+	note := &apNote{
+		ID:        "https://example.social/notes/1",
+		Content:   "hello",
+		Published: "2024-01-01T00:00:00Z",
+	}
+	p := noteToInternalPost(note, "")
+	if p.Account.Acct != "" {
+		t.Fatalf("expected empty Account.Acct when no author, got %q", p.Account.Acct)
+	}
+	if p.toPost().Author != "" {
+		t.Fatalf("expected empty author when none provided, got %q", p.toPost().Author)
+	}
+}
+
+func TestMergePostsBySourceDedup(t *testing.T) {
+	created := time.Date(2024, 3, 1, 0, 0, 0, 0, time.UTC)
+	cached := []*internalPost{
+		{ID: "local-1", URI: "https://example.social/notes/1", Content: "cached", CreatedAt: created},
+	}
+	outbox := []*Post{
+		{ID: "https://example.social/notes/1", Content: "cached dup", CreatedAt: created},
+		{ID: "https://example.social/notes/2", Content: "outbox only", CreatedAt: created.Add(-time.Hour)},
+	}
+	merged := mergePostsBySource(cached, outbox)
+	if len(merged) != 2 {
+		t.Fatalf("expected dedup to drop the duplicate, got %d", len(merged))
+	}
+	if merged[0].Content != "cached" {
+		t.Fatalf("newest first: expected cached first, got %q", merged[0].Content)
+	}
+	if merged[1].Content != "outbox only" {
+		t.Fatalf("expected outbox only second, got %q", merged[1].Content)
+	}
+}
+
+func TestParseActivityTime(t *testing.T) {
+	for _, s := range []string{"2024-01-01T00:00:00Z", "2024-01-01T00:00:00.000Z", "2024-01-01T00:00:00+02:00"} {
+		if _, ok := parseActivityTime(s); !ok {
+			t.Fatalf("parseActivityTime(%q) failed", s)
+		}
+	}
+	if _, ok := parseActivityTime("not a date"); ok {
+		t.Fatal("expected invalid timestamp to fail")
+	}
+}
+
+func TestAPStringOrArray(t *testing.T) {
+	var sa apStringOrArray
+	if err := json.Unmarshal([]byte(`"https://a"`), &sa); err != nil || len(sa) != 1 || sa[0] != "https://a" {
+		t.Fatalf("string form failed: %v %v", sa, err)
+	}
+	if err := json.Unmarshal([]byte(`["https://a","https://b"]`), &sa); err != nil || len(sa) != 2 {
+		t.Fatalf("array form failed: %v %v", sa, err)
+	}
+	if err := json.Unmarshal([]byte(`null`), &sa); err != nil || len(sa) != 0 {
+		t.Fatalf("null form failed: %v %v", sa, err)
+	}
+}

internal/activitypub/throttle.go

@@ -0,0 +1,58 @@
+package activitypub
+
+import (
+	"context"
+	"sync"
+	"time"
+)
+
+type hostLimiter struct {
+	mu      sync.Mutex
+	buckets map[string]*bucket
+}
+
+type bucket struct {
+	mu   sync.Mutex
+	last time.Time
+}
+
+func newHostLimiter() *hostLimiter {
+	return &hostLimiter{buckets: make(map[string]*bucket)}
+}
+
+func (h *hostLimiter) Wait(ctx context.Context, host string) error {
+	h.mu.Lock()
+	b, ok := h.buckets[host]
+	if !ok {
+		b = &bucket{}
+		h.buckets[host] = b
+		if len(h.buckets) > 1024 {
+			for k, v := range h.buckets {
+				if time.Since(v.last) > 10*time.Minute {
+					delete(h.buckets, k)
+				}
+			}
+		}
+	}
+	h.mu.Unlock()
+
+	b.mu.Lock()
+	defer b.mu.Unlock()
+
+	if b.last.IsZero() {
+		b.last = time.Now()
+		return nil
+	}
+	wait := time.Until(b.last.Add(time.Second))
+	if wait <= 0 {
+		b.last = time.Now()
+		return nil
+	}
+	select {
+	case <-time.After(wait):
+		b.last = time.Now()
+		return nil
+	case <-ctx.Done():
+		return ctx.Err()
+	}
+}

internal/activitypub/types.go

@@ -6,7 +6,6 @@ type Post struct {
 	ID              string    `json:"id"`
 	Author          string    `json:"author"`
 	Content         string    `json:"content"`
-	Text            string    `json:"text"`
 	CreatedAt       time.Time `json:"created_at"`
 	FavouritesCount int       `json:"favourites_count"`
 	ReblogsCount    int       `json:"reblogs_count"`
@@ -14,16 +13,18 @@ type Post struct {
 }
 
 func (i *internalPost) toPost() *Post {
-	return &Post{
+	p := &Post{
 		ID:              i.ID,
-		Author:          i.Account.Acct,
 		Content:         i.Content,
-		Text:            i.Text,
 		CreatedAt:       i.CreatedAt,
 		FavouritesCount: i.FavouritesCount,
 		ReblogsCount:    i.ReblogsCount,
 		RepliesCount:    i.RepliesCount,
 	}
+	if i.Account.Acct != "" {
+		p.Author = i.Account.Acct
+	}
+	return p
 }
 
 type internalPost struct {
@@ -57,7 +58,6 @@ type internalPost struct {
 	Sensitive          bool              `json:"sensitive"`
 	SpoilerText        string            `json:"spoiler_text"`
 	Tags               []Tag             `json:"tags"`
-	Text               string            `json:"text"`
 	URI                string            `json:"uri"`
 	URL                string            `json:"url"`
 	Visibility         string            `json:"visibility"`
@@ -270,3 +270,10 @@ type Tag struct {
 	Name      string   `json:"name"`
 	URL       string   `json:"url"`
 }
+
+// searchResult mirrors the /api/v2/search response: statuses are the api
+// `status` objects served by the search endpoint.
+type searchResult struct {
+	Accounts []*Account      `json:"accounts"`
+	Statuses []*internalPost `json:"statuses"`
+}

internal/bluesky/client.go

@@ -6,6 +6,7 @@ import (
 	"fmt"
 	"net/url"
 	"strings"
+	"sync"
 	"time"
 
 	"github.com/bluesky-social/indigo/api/atproto"
@@ -16,8 +17,36 @@ import (
 	"github.com/nacorid/naco-api/internal/actor"
 )
 
+const (
+	// maxBskyFeedLimit is the upper bound the Bluesky API accepts for ?limit=.
+	// Higher values are silently clamped server-side.
+	maxBskyFeedLimit = 100
+
+	// maxAuthorFeedPages caps the number of author-feed pages GetPostsInTimeframe
+	// scans. At 50 posts/page this allows up to ~5,000 statuses per window before
+	// giving up.
+	maxAuthorFeedPages = 100
+
+	// didCacheTTL bounds how long a handle->DID resolution is reused. Handles
+	// almost never re-map, but the TTL guarantees a long-running process still
+	// notices handle changes instead of pinning a stale DID forever.
+	didCacheTTL = 24 * time.Hour
+)
+
 type BlueskyClient struct {
-	client *xrpc.Client
+	client    *xrpc.Client
+	authMu    sync.RWMutex
+	refreshMu sync.Mutex
+	cacheMu   sync.Mutex
+	didCache  map[string]didCacheEntry
+}
+
+// didCacheEntry holds a positive (successfully resolved) handle->DID mapping
+// and when it expires. Failures are never cached, so transient resolution
+// errors are retried on the next call.
+type didCacheEntry struct {
+	did       string
+	expiresAt time.Time
 }
 
 func NewBlueskyClient(ctx context.Context, handle, password, host string) (*BlueskyClient, error) {
@@ -39,37 +68,81 @@ func NewBlueskyClient(ctx context.Context, handle, password, host string) (*Blue
 		Handle:     session.Handle,
 		Did:        session.Did,
 	}
-	return &BlueskyClient{client: client}, nil
+	return &BlueskyClient{
+		client:   client,
+		didCache: make(map[string]didCacheEntry),
+	}, nil
 }
 
-// withRefresh runs fn. If it fails with an auth/expired-token XRPC error, the session is
+// withRefresh runs fn. If it fails with an auth/expired-token XRPC error, the
-// refreshed once and fn is retried. This makes long-running and background enrichment calls
+// session is refreshed once and fn is retried.
-// resilient to Bluesky access-token expiry without callers having to handle it.
+//
+// refreshMu serializes refresh calls: Bluesky refresh tokens are single-use and
+// rotated, so two concurrent refreshes would race and one should fail for no
+// reason. After acquiring the lock the error is re-checked, because a previous
+// goroutine may already have refreshed the session while this one waited.
 func (c *BlueskyClient) withRefresh(ctx context.Context, fn func() error) error {
-	firstErr := fn()
+	if err := fn(); err == nil {
-	if firstErr == nil {
+		return nil
+	} else if !isAuthError(err) {
+		return err
+	}
+
+	c.refreshMu.Lock()
+	defer c.refreshMu.Unlock()
+
+	// Another goroutine may have refreshed while we waited for the lock.
+	err := fn()
+	if err == nil {
 		return nil
 	}
-	if !isAuthError(firstErr) {
+	if !isAuthError(err) {
-		return firstErr
+		return err
 	}
+
 	if rerr := c.refreshSession(ctx); rerr != nil {
 		log.WarnWithContext(ctx, "bluesky session refresh failed", "error", rerr)
-		return firstErr
+		return err
 	}
 	return fn()
 }
 
+// clientSnapshot returns a copy of the xrpc client that requests must use. It
+// pins the current, immutable AuthInfo under the read lock: refreshSession
+// replaces the Auth pointer under the exclusive lock rather than mutating the
+// old value in place, so every goroutine sharing a pinned AuthInfo reads a
+// complete, consistent token. xrpc.Client.Do reads client.Auth without any
+// locking of its own, so no request may touch c.client.Auth directly.
+func (c *BlueskyClient) clientSnapshot() *xrpc.Client {
+	c.authMu.RLock()
+	defer c.authMu.RUnlock()
+	cp := *c.client
+	return &cp
+}
+
 func (c *BlueskyClient) refreshSession(ctx context.Context) error {
-	refreshed, err := atproto.ServerRefreshSession(ctx, c.client)
+	refreshed, err := atproto.ServerRefreshSession(ctx, c.clientSnapshot())
 	if err != nil {
 		return fmt.Errorf("failed to refresh bluesky session: %w", err)
 	}
-	c.client.Auth.AccessJwt = refreshed.AccessJwt
+
-	c.client.Auth.RefreshJwt = refreshed.RefreshJwt
+	c.authMu.Lock()
+	defer c.authMu.Unlock()
+	c.client.Auth = &xrpc.AuthInfo{
+		AccessJwt:  refreshed.AccessJwt,
+		RefreshJwt: refreshed.RefreshJwt,
+		Handle:     c.client.Auth.Handle,
+		Did:        c.client.Auth.Did,
+	}
 	return nil
 }
 
+// isAuthError reports whether err is an auth/expired-token XRPC error. The
+// ErrStr switch covers the canonical cases; the message-substring fallback is a
+// deliberate heuristic for third-party PDS instances that return nonstandard
+// error strings. It can false-positive (an unrelated message that happens to
+// contain "expired"/"unauthorized"/"token"), which only costs one gratuitous
+// refresh + retry.
 func isAuthError(err error) bool {
 	var xe *xrpc.XRPCError
 	if !errors.As(err, &xe) {
@@ -91,14 +164,18 @@ func (c *BlueskyClient) GetPost(ctx context.Context, actor, collection, recordKe
 			return err
 		}
 
-		var uri string
+		uri := fmt.Sprintf("at://%s/app.bsky.feed.post/%s", repo.String(), recordKey)
 		if collection != "" {
 			uri = fmt.Sprintf("at://%s/%s/%s", repo.String(), collection, recordKey)
-		} else {
-			uri = fmt.Sprintf("at://%s/app.bsky.feed.post/%s", repo.String(), recordKey)
 		}
+		// collection and recordKey are caller-supplied; reject a malformed
+		// at-uri before spending a network round-trip.
+		if _, err := syntax.ParseATURI(uri); err != nil {
+			return fmt.Errorf("invalid at uri %q: %w", uri, err)
+		}
+
 		log.DebugWithContext(ctx, "Fetching post", "URI", uri)
-		resp, err := bsky.FeedGetPosts(ctx, c.client, []string{uri})
+		resp, err := bsky.FeedGetPosts(ctx, c.clientSnapshot(), []string{uri})
 		if err != nil {
 			return fmt.Errorf("failed to get post: %w", err)
 		}
@@ -112,13 +189,21 @@ func (c *BlueskyClient) GetPost(ctx context.Context, actor, collection, recordKe
 }
 
 func (c *BlueskyClient) GetLatestNPosts(ctx context.Context, actor string, limit int) ([]*bsky.FeedDefs_FeedViewPost, error) {
+	if limit <= 0 {
+		return nil, nil
+	}
+	pageSize := limit
+	if pageSize > maxBskyFeedLimit {
+		pageSize = maxBskyFeedLimit
+	}
+
 	var result []*bsky.FeedDefs_FeedViewPost
 	err := c.withRefresh(ctx, func() error {
 		repo, err := c.resolveUser(ctx, actor)
 		if err != nil {
 			return err
 		}
-		resp, err := bsky.FeedGetAuthorFeed(ctx, c.client, repo.String(), "", "posts", false, int64(limit))
+		resp, err := bsky.FeedGetAuthorFeed(ctx, c.clientSnapshot(), repo.String(), "", "posts", false, int64(pageSize))
 		if err != nil {
 			return fmt.Errorf("failed to get latest posts: %w", err)
 		}
@@ -139,8 +224,11 @@ func (c *BlueskyClient) GetPostsInTimeframe(ctx context.Context, actor string, s
 		var posts []*bsky.FeedDefs_FeedViewPost
 		var cursor string
 
-		for len(posts) < limit {
+		// The author feed is reverse-chronological, so the first post older
-			feed, err := bsky.FeedGetAuthorFeed(ctx, c.client, repo.String(), cursor, "posts", false, 50)
+		// than start terminates the scan; maxAuthorFeedPages is a belt-and-
+		// braces guard against a misbehaving server.
+		for pages := 0; pages < maxAuthorFeedPages; pages++ {
+			feed, err := bsky.FeedGetAuthorFeed(ctx, c.clientSnapshot(), repo.String(), cursor, "posts", false, 50)
 			if err != nil {
 				return err
 			}
@@ -161,12 +249,18 @@ func (c *BlueskyClient) GetPostsInTimeframe(ctx context.Context, actor string, s
 					continue
 				}
 
-				if createdAt.After(start) && createdAt.Before(end) {
+				if createdAt.After(end) {
-					posts = append(posts, post)
+					continue
-					if len(posts) >= limit {
+				}
-						result = posts
+				if createdAt.Before(start) {
-						return nil
+					// Reverse-chronological: nothing older is in-window.
-					}
+					result = posts
+					return nil
+				}
+				posts = append(posts, post)
+				if len(posts) >= limit {
+					result = posts
+					return nil
 				}
 			}
 
@@ -186,9 +280,17 @@ func (c *BlueskyClient) GetFeed(ctx context.Context, feedURI string, limit int)
 	if err != nil {
 		return nil, err
 	}
+	pageSize := limit
+	if pageSize <= 0 {
+		pageSize = 50
+	}
+	if pageSize > maxBskyFeedLimit {
+		pageSize = maxBskyFeedLimit
+	}
+
 	var result *bsky.FeedGetFeed_Output
 	err = c.withRefresh(ctx, func() error {
-		resp, err := bsky.FeedGetFeed(ctx, c.client, "", uri, int64(50))
+		resp, err := bsky.FeedGetFeed(ctx, c.clientSnapshot(), "", uri, int64(pageSize))
 		if err != nil {
 			return fmt.Errorf("failed to get feed: %w", err)
 		}
@@ -198,20 +300,33 @@ func (c *BlueskyClient) GetFeed(ctx context.Context, feedURI string, limit int)
 	return result, err
 }
 
+// resolveUser converts a handle or DID into a syntax.DID. Handle resolutions
+// are cached for didCacheTTL; DIDs pass through unmodified. Only successful
+// resolutions are cached.
 func (c *BlueskyClient) resolveUser(ctx context.Context, user string) (syntax.DID, error) {
-	var did syntax.DID
 	if d, err := syntax.ParseDID(user); err == nil {
-		did = d
+		return d, nil
-	} else {
-		resp, err := atproto.IdentityResolveHandle(ctx, c.client, user)
-		if err != nil {
-			return "", fmt.Errorf("failed to resolve handle to DID: %w", err)
-		}
-		did, err = syntax.ParseDID(resp.Did)
-		if err != nil {
-			return "", fmt.Errorf("failed to parse resolved DID: %w", err)
-		}
 	}
+
+	c.cacheMu.Lock()
+	if e, ok := c.didCache[user]; ok && time.Now().Before(e.expiresAt) {
+		c.cacheMu.Unlock()
+		return syntax.DID(e.did), nil
+	}
+	c.cacheMu.Unlock()
+
+	resp, err := atproto.IdentityResolveHandle(ctx, c.clientSnapshot(), user)
+	if err != nil {
+		return "", fmt.Errorf("failed to resolve handle to DID: %w", err)
+	}
+	did, err := syntax.ParseDID(resp.Did)
+	if err != nil {
+		return "", fmt.Errorf("failed to parse resolved DID: %w", err)
+	}
+
+	c.cacheMu.Lock()
+	c.didCache[user] = didCacheEntry{did: did.String(), expiresAt: time.Now().Add(didCacheTTL)}
+	c.cacheMu.Unlock()
 	return did, nil
 }
 
@@ -224,7 +339,7 @@ func (c *BlueskyClient) GetActor(ctx context.Context, author string) (*actor.Pro
 	err := c.withRefresh(ctx, func() error {
 		params := map[string]any{"actor": author}
 		var prof bskyActorProfile
-		if err := c.client.Do(ctx, xrpc.Query, "", "app.bsky.actor.getProfile", params, nil, &prof); err != nil {
+		if err := c.clientSnapshot().Do(ctx, xrpc.Query, "", "app.bsky.actor.getProfile", params, nil, &prof); err != nil {
 			return fmt.Errorf("failed to get actor profile: %w", err)
 		}
 		result = &actor.Profile{
@@ -236,30 +351,30 @@ func (c *BlueskyClient) GetActor(ctx context.Context, author string) (*actor.Pro
 			FollowersCount: prof.FollowersCount,
 			FollowingCount: prof.FollowsCount,
 			PostCount:      prof.PostsCount,
-			URL:            prof.URL,
+			URL:            blueskyProfileURL(prof.Handle),
 		}
 		return nil
 	})
 	return result, err
 }
 
-func (c *BlueskyClient) SearchActors(ctx context.Context, query string, limit int) ([]actor.Profile, error) {
+func (c *BlueskyClient) SearchActors(ctx context.Context, query string, limit int) ([]*actor.Profile, error) {
-	var result []actor.Profile
+	var result []*actor.Profile
 	err := c.withRefresh(ctx, func() error {
 		params := map[string]any{"q": query, "limit": limit}
 		var out bskyActorSearch
-		if err := c.client.Do(ctx, xrpc.Query, "", "app.bsky.actor.searchActors", params, nil, &out); err != nil {
+		if err := c.clientSnapshot().Do(ctx, xrpc.Query, "", "app.bsky.actor.searchActors", params, nil, &out); err != nil {
 			return fmt.Errorf("failed to search actors: %w", err)
 		}
-		results := make([]actor.Profile, 0, len(out.Actors))
+		results := make([]*actor.Profile, 0, len(out.Actors))
 		for _, a := range out.Actors {
-			results = append(results, actor.Profile{
+			results = append(results, &actor.Profile{
 				Platform:    "Bluesky",
 				Handle:      a.Handle,
 				DisplayName: a.DisplayName,
 				AvatarURL:   a.Avatar,
 				Bio:         a.Description,
-				URL:         a.URL,
+				URL:         blueskyProfileURL(a.Handle),
 			})
 		}
 		result = results
@@ -268,6 +383,15 @@ func (c *BlueskyClient) SearchActors(ctx context.Context, query string, limit in
 	return result, err
 }
 
+// blueskyProfileURL derives the canonical public profile URL from the handle.
+// app.bsky.actor.getProfile/searchActors do not return a url field.
+func blueskyProfileURL(handle string) string {
+	if handle == "" {
+		return ""
+	}
+	return "https://bsky.app/profile/" + strings.TrimPrefix(handle, "@")
+}
+
 type bskyActorProfile struct {
 	Did            string `json:"did"`
 	Handle         string `json:"handle"`
@@ -277,7 +401,6 @@ type bskyActorProfile struct {
 	FollowersCount int    `json:"followersCount"`
 	FollowsCount   int    `json:"followsCount"`
 	PostsCount     int    `json:"postsCount"`
-	URL            string `json:"url"`
 }
 
 type bskyActorSearch struct {
@@ -287,7 +410,6 @@ type bskyActorSearch struct {
 		DisplayName string `json:"displayName"`
 		Avatar      string `json:"avatar"`
 		Description string `json:"description"`
-		URL         string `json:"url"`
 	} `json:"actors"`
 }
 
@@ -303,6 +425,10 @@ func (c *BlueskyClient) sanitizeFeedURI(ctx context.Context, input string) (stri
 		return "", fmt.Errorf("invalid URI: %w", err)
 	}
 
+	if u.Scheme != "http" && u.Scheme != "https" {
+		return "", fmt.Errorf("unrecognized URI form (scheme must be http/https): %s", input)
+	}
+
 	parts := strings.Split(strings.Trim(u.Path, "/"), "/")
 	if len(parts) >= 4 && parts[0] == "profile" && parts[2] == "feed" {
 		didRaw := parts[1]

internal/bluesky/client_test.go

@@ -7,6 +7,8 @@ import (
 	"net/http"
 	"net/http/httptest"
 	"strconv"
+	"sync"
+	"sync/atomic"
 	"testing"
 	"time"
 
@@ -31,7 +33,7 @@ func setupMockServer() *httptest.Server {
 
 		if input.Identifier == "fail.test" {
 			w.WriteHeader(http.StatusUnauthorized)
-			fmt.Fprintln(w, `{"error": "InvalidCredentials", "message": "Invalid handle or password"}`)
+			_, _ = fmt.Fprintln(w, `{"error": "InvalidCredentials", "message": "Invalid handle or password"}`)
 			return
 		}
 
@@ -43,7 +45,7 @@ func setupMockServer() *httptest.Server {
 			Did:        "did:plc:test",
 		}
 		w.Header().Set("Content-Type", "application/json")
-		json.NewEncoder(w).Encode(resp)
+		_ = json.NewEncoder(w).Encode(resp)
 	})
 
 	// Mock for bsky.FeedGetAuthorFeed
@@ -81,7 +83,7 @@ func setupMockServer() *httptest.Server {
 			Feed: feed,
 		}
 		w.Header().Set("Content-Type", "application/json")
-		json.NewEncoder(w).Encode(resp)
+		_ = json.NewEncoder(w).Encode(resp)
 	})
 
 	// Mock for bsky.FeedGetFeed
@@ -107,7 +109,7 @@ func setupMockServer() *httptest.Server {
 			},
 		}
 		w.Header().Set("Content-Type", "application/json")
-		json.NewEncoder(w).Encode(resp)
+		_ = json.NewEncoder(w).Encode(resp)
 	})
 
 	// Mock for bsky.FeedGetPosts (used by GetPost)
@@ -140,7 +142,7 @@ func setupMockServer() *httptest.Server {
 			Posts: posts,
 		}
 		w.Header().Set("Content-Type", "application/json")
-		json.NewEncoder(w).Encode(resp)
+		_ = json.NewEncoder(w).Encode(resp)
 	})
 
 	// Mock for app.bsky.actor.getProfile (used by GetActor)
@@ -160,10 +162,9 @@ func setupMockServer() *httptest.Server {
 			"followersCount": 100,
 			"followsCount":   50,
 			"postsCount":     200,
-			"url":            "https://bsky.app/profile/" + actor,
 		}
 		w.Header().Set("Content-Type", "application/json")
-		json.NewEncoder(w).Encode(resp)
+		_ = json.NewEncoder(w).Encode(resp)
 	})
 
 	// Mock for app.bsky.actor.searchActors (used by SearchActors)
@@ -188,13 +189,12 @@ func setupMockServer() *httptest.Server {
 				"displayName": fmt.Sprintf("Test User %d", i),
 				"avatar":      "https://example.com/avatar.jpg",
 				"description": fmt.Sprintf("Bio for user %d", i),
-				"url":         fmt.Sprintf("https://bsky.app/profile/%s%d.test", query, i),
 			})
 		}
 
 		resp := map[string]any{"actors": actors}
 		w.Header().Set("Content-Type", "application/json")
-		json.NewEncoder(w).Encode(resp)
+		_ = json.NewEncoder(w).Encode(resp)
 	})
 
 	// Mock for com.atproto.identity.resolveHandle (used by ResolveUser)
@@ -209,7 +209,7 @@ func setupMockServer() *httptest.Server {
 			Did: "did:plc:resolved",
 		}
 		w.Header().Set("Content-Type", "application/json")
-		json.NewEncoder(w).Encode(resp)
+		_ = json.NewEncoder(w).Encode(resp)
 	})
 
 	// Mock for com.atproto.server.refreshSession (used by withRefresh)
@@ -218,7 +218,7 @@ func setupMockServer() *httptest.Server {
 		auth := r.Header.Get("Authorization")
 		if auth == "" {
 			w.WriteHeader(http.StatusUnauthorized)
-			json.NewEncoder(w).Encode(map[string]string{"error": "TokenRequired"})
+			_ = json.NewEncoder(w).Encode(map[string]string{"error": "TokenRequired"})
 			return
 		}
 
@@ -227,7 +227,7 @@ func setupMockServer() *httptest.Server {
 			RefreshJwt: "refreshed_refresh_jwt",
 		}
 		w.Header().Set("Content-Type", "application/json")
-		json.NewEncoder(w).Encode(resp)
+		_ = json.NewEncoder(w).Encode(resp)
 	})
 
 	return httptest.NewServer(mux)
@@ -292,6 +292,7 @@ func newTestClient(t *testing.T, serverURL string) *BlueskyClient {
 				AccessJwt: "test_access_jwt",
 			},
 		},
+		didCache: make(map[string]didCacheEntry),
 	}
 }
 
@@ -302,7 +303,7 @@ func TestGetLatestNPosts(t *testing.T) {
 	client := newTestClient(t, server.URL)
 	ctx := context.Background()
 	actor := "did:plc:testactor"
-	var limit int = 5
+	limit := 5
 
 	output, err := client.GetLatestNPosts(ctx, actor, limit)
 	if err != nil {
@@ -329,7 +330,7 @@ func TestGetFeed(t *testing.T) {
 	client := newTestClient(t, server.URL)
 	ctx := context.Background()
 	feedURI := "at://did:plc:z72i7hdynmk6r22z27h6tvur/app.bsky.feed.generator/with-friends"
-	var limit int = 10
+	limit := 10
 
 	output, err := client.GetFeed(ctx, feedURI, limit)
 	if err != nil {
@@ -385,13 +386,14 @@ func TestGetPost(t *testing.T) {
 }
 
 func TestGetPostsInTimeframe(t *testing.T) {
-	// The mock author-feed returns two pages: the first contains out-of-range posts,
+	// The mock author-feed is reverse-chronological: page 1 has posts newer than
-	// then in-range posts, verifying both date filtering and cursor pagination.
+	// the window end (skipped, cursor advances), page 2 has the in-range posts
+	// followed by one older than start (which terminates the scan).
 	requests := 0
 	mux := http.NewServeMux()
 	mux.HandleFunc("/xrpc/com.atproto.server.createSession", func(w http.ResponseWriter, r *http.Request) {
 		w.Header().Set("Content-Type", "application/json")
-		json.NewEncoder(w).Encode(atproto.ServerCreateSession_Output{Handle: "test.handle", Did: "did:plc:test"})
+		_ = json.NewEncoder(w).Encode(atproto.ServerCreateSession_Output{Handle: "test.handle", Did: "did:plc:test"})
 	})
 	mux.HandleFunc("/xrpc/app.bsky.feed.getAuthorFeed", func(w http.ResponseWriter, r *http.Request) {
 		requests++
@@ -413,22 +415,22 @@ func TestGetPostsInTimeframe(t *testing.T) {
 		var feed []*bsky.FeedDefs_FeedViewPost
 		var cursor string
 		if requests == 1 {
-			// Page 1: one out-of-range (before start), one out-of-range (after end), and a cursor.
+			// Page 1: one post after the window end (skipped), with a cursor.
 			feed = []*bsky.FeedDefs_FeedViewPost{
-				mk("at://did:plc:testactor/app.bsky.feed.post/3", "2022-01-01T00:00:00Z"),
 				mk("at://did:plc:testactor/app.bsky.feed.post/4", "2024-01-01T00:00:00Z"),
 			}
 			cursor = "page-2-cursor"
 		} else {
-			// Page 2: two in-range posts and no cursor (end of feed).
+			// Page 2: two in-range posts, then one older than start (terminates).
 			feed = []*bsky.FeedDefs_FeedViewPost{
-				mk("at://did:plc:testactor/app.bsky.feed.post/1", "2023-06-01T00:00:00Z"),
 				mk("at://did:plc:testactor/app.bsky.feed.post/2", "2023-08-01T00:00:00Z"),
+				mk("at://did:plc:testactor/app.bsky.feed.post/1", "2023-06-01T00:00:00Z"),
+				mk("at://did:plc:testactor/app.bsky.feed.post/3", "2022-01-01T00:00:00Z"),
 			}
 		}
 
 		w.Header().Set("Content-Type", "application/json")
-		json.NewEncoder(w).Encode(bsky.FeedGetAuthorFeed_Output{Feed: feed, Cursor: &cursor})
+		_ = json.NewEncoder(w).Encode(bsky.FeedGetAuthorFeed_Output{Feed: feed, Cursor: &cursor})
 	})
 
 	server := httptest.NewServer(mux)
@@ -493,6 +495,9 @@ func TestGetActor(t *testing.T) {
 	if profile.Platform != "Bluesky" {
 		t.Errorf("Expected platform 'Bluesky', got %q", profile.Platform)
 	}
+	if profile.URL != "https://bsky.app/profile/"+actor {
+		t.Errorf("Expected URL %q, got %q", "https://bsky.app/profile/"+actor, profile.URL)
+	}
 	if profile.FollowersCount != 100 || profile.FollowingCount != 50 || profile.PostCount != 200 {
 		t.Errorf("Unexpected counts: followers=%d, following=%d, posts=%d", profile.FollowersCount, profile.FollowingCount, profile.PostCount)
 	}
@@ -529,6 +534,10 @@ func TestSearchActors(t *testing.T) {
 		if result.Platform != "Bluesky" {
 			t.Errorf("Result %d: expected platform 'Bluesky', got %q", i, result.Platform)
 		}
+		expectedURL := "https://bsky.app/profile/" + expectedHandle
+		if result.URL != expectedURL {
+			t.Errorf("Result %d: expected URL %q, got %q", i, expectedURL, result.URL)
+		}
 	}
 }
 
@@ -583,6 +592,12 @@ func TestSanitizeFeedURI(t *testing.T) {
 			expected: "at://did:plc:abc/app.bsky.feed.generator/xyz",
 			wantErr:  false,
 		},
+		{
+			name:     "Non-HTTP scheme",
+			input:    "gopher://bsky.app/profile/did:plc:abc/feed/xyz",
+			expected: "",
+			wantErr:  true,
+		},
 		{
 			name:     "Invalid URI",
 			input:    "not-a-uri",
@@ -609,3 +624,322 @@ func TestSanitizeFeedURI(t *testing.T) {
 		})
 	}
 }
+
+func TestGetLatestNPostsLimitClamp(t *testing.T) {
+	server := setupMockServer()
+	defer server.Close()
+
+	client := newTestClient(t, server.URL)
+	ctx := context.Background()
+	actor := "did:plc:testactor"
+
+	t.Run("OverMaxLimitClampedTo100", func(t *testing.T) {
+		output, err := client.GetLatestNPosts(ctx, actor, 250)
+		if err != nil {
+			t.Fatalf("Expected no error, got %v", err)
+		}
+		if len(output) != maxBskyFeedLimit {
+			t.Errorf("Expected %d posts (clamped), got %d", maxBskyFeedLimit, len(output))
+		}
+	})
+
+	t.Run("ZeroLimitReturnsNil", func(t *testing.T) {
+		output, err := client.GetLatestNPosts(ctx, actor, 0)
+		if err != nil {
+			t.Fatalf("Expected no error with zero limit, got %v", err)
+		}
+		if output != nil {
+			t.Errorf("Expected nil output for zero limit, got %d posts", len(output))
+		}
+	})
+
+	t.Run("NegativeLimitReturnsNil", func(t *testing.T) {
+		output, err := client.GetLatestNPosts(ctx, actor, -5)
+		if err != nil {
+			t.Fatalf("Expected no error with negative limit, got %v", err)
+		}
+		if output != nil {
+			t.Errorf("Expected nil output for negative limit, got %d posts", len(output))
+		}
+	})
+}
+
+func TestGetFeedHonorsLimit(t *testing.T) {
+	mux := http.NewServeMux()
+	mux.HandleFunc("/xrpc/app.bsky.feed.getFeed", func(w http.ResponseWriter, r *http.Request) {
+		limit, _ := strconv.Atoi(r.URL.Query().Get("limit"))
+		feed := make([]*bsky.FeedDefs_FeedViewPost, 0, limit)
+		for i := 0; i < limit; i++ {
+			feed = append(feed, &bsky.FeedDefs_FeedViewPost{
+				Post: &bsky.FeedDefs_PostView{
+					Uri:    fmt.Sprintf("at://did:plc:test/app.bsky.feed.post/%d", i),
+					Author: &bsky.ActorDefs_ProfileViewBasic{Did: "did:plc:test", Handle: "test.handle"},
+				},
+			})
+		}
+		w.Header().Set("Content-Type", "application/json")
+		_ = json.NewEncoder(w).Encode(bsky.FeedGetFeed_Output{Feed: feed})
+	})
+
+	server := httptest.NewServer(mux)
+	defer server.Close()
+
+	client := newTestClient(t, server.URL)
+	ctx := context.Background()
+	feedURI := "at://did:plc:abc/app.bsky.feed.generator/xyz"
+
+	t.Run("ExplicitLimitPassedThrough", func(t *testing.T) {
+		output, err := client.GetFeed(ctx, feedURI, 75)
+		if err != nil {
+			t.Fatalf("Expected no error, got %v", err)
+		}
+		if len(output.Feed) != 75 {
+			t.Errorf("Expected 75 posts, got %d", len(output.Feed))
+		}
+	})
+
+	t.Run("ZeroLimitDefaultsTo50", func(t *testing.T) {
+		output, err := client.GetFeed(ctx, feedURI, 0)
+		if err != nil {
+			t.Fatalf("Expected no error, got %v", err)
+		}
+		if len(output.Feed) != 50 {
+			t.Errorf("Expected 50 posts (default), got %d", len(output.Feed))
+		}
+	})
+
+	t.Run("OverMaxLimitClampedTo100", func(t *testing.T) {
+		output, err := client.GetFeed(ctx, feedURI, 1000)
+		if err != nil {
+			t.Fatalf("Expected no error, got %v", err)
+		}
+		if len(output.Feed) != maxBskyFeedLimit {
+			t.Errorf("Expected %d posts (clamped), got %d", maxBskyFeedLimit, len(output.Feed))
+		}
+	})
+}
+
+func TestGetPostInvalidRecordKey(t *testing.T) {
+	requests := 0
+	mux := http.NewServeMux()
+	mux.HandleFunc("/xrpc/app.bsky.feed.getPosts", func(w http.ResponseWriter, r *http.Request) {
+		requests++
+		http.Error(w, `{"error":"InternalServerError"}`, http.StatusInternalServerError)
+	})
+
+	server := httptest.NewServer(mux)
+	defer server.Close()
+
+	client := newTestClient(t, server.URL)
+	ctx := context.Background()
+
+	post, err := client.GetPost(ctx, "did:plc:testactor", "", "bad/key")
+	if post != nil {
+		t.Fatalf("Expected nil post, got %v", post)
+	}
+	if err == nil {
+		t.Fatal("Expected error for invalid record key, got nil")
+	}
+	if requests != 0 {
+		t.Errorf("Expected no network request for invalid record key, got %d", requests)
+	}
+}
+
+func TestWithRefreshConcurrent(t *testing.T) {
+	var refreshCount atomic.Int32
+
+	mux := http.NewServeMux()
+	mux.HandleFunc("/xrpc/app.bsky.actor.getProfile", func(w http.ResponseWriter, r *http.Request) {
+		auth := r.Header.Get("Authorization")
+		if auth != "Bearer refreshed_access_jwt" {
+			// The initial access token is expired; the session must be refreshed
+			// before the retry succeeds.
+			w.WriteHeader(http.StatusUnauthorized)
+			_ = json.NewEncoder(w).Encode(map[string]string{"error": "ExpiredToken", "message": "Token expired, refresh required"})
+			return
+		}
+		resp := map[string]any{
+			"did":    "did:plc:test",
+			"handle": "test.handle",
+		}
+		w.Header().Set("Content-Type", "application/json")
+		_ = json.NewEncoder(w).Encode(resp)
+	})
+	mux.HandleFunc("/xrpc/com.atproto.server.refreshSession", func(w http.ResponseWriter, r *http.Request) {
+		refreshCount.Add(1)
+		w.Header().Set("Content-Type", "application/json")
+		_ = json.NewEncoder(w).Encode(atproto.ServerRefreshSession_Output{
+			AccessJwt:  "refreshed_access_jwt",
+			RefreshJwt: "refreshed_refresh_jwt",
+		})
+	})
+
+	server := httptest.NewServer(mux)
+	defer server.Close()
+
+	client := newTestClient(t, server.URL)
+	ctx := context.Background()
+
+	var wg sync.WaitGroup
+	for i := 0; i < 10; i++ {
+		wg.Add(1)
+		go func() {
+			defer wg.Done()
+			if _, err := client.GetActor(ctx, "test.handle"); err != nil {
+				t.Errorf("expected no error, got %v", err)
+			}
+		}()
+	}
+	wg.Wait()
+
+	if refreshCount.Load() != 1 {
+		t.Errorf("expected exactly 1 session refresh under concurrency, got %d", refreshCount.Load())
+	}
+}
+
+func TestGetPostsInTimeframeStopsAtStart(t *testing.T) {
+	requests := 0
+	mux := http.NewServeMux()
+	mux.HandleFunc("/xrpc/app.bsky.feed.getAuthorFeed", func(w http.ResponseWriter, r *http.Request) {
+		requests++
+		mk := func(uri, createdAt string) *bsky.FeedDefs_FeedViewPost {
+			return &bsky.FeedDefs_FeedViewPost{
+				Post: &bsky.FeedDefs_PostView{
+					Uri:    uri,
+					Author: &bsky.ActorDefs_ProfileViewBasic{Did: "did:plc:testactor", Handle: "testactor.test"},
+					Record: &util.LexiconTypeDecoder{
+						Val: &bsky.FeedPost{Text: uri, CreatedAt: createdAt},
+					},
+				},
+			}
+		}
+		feed := []*bsky.FeedDefs_FeedViewPost{
+			mk("at://did:plc:testactor/app.bsky.feed.post/1", "2023-06-01T00:00:00Z"),
+			mk("at://did:plc:testactor/app.bsky.feed.post/0", "2022-01-01T00:00:00Z"),
+		}
+		w.Header().Set("Content-Type", "application/json")
+		_ = json.NewEncoder(w).Encode(bsky.FeedGetAuthorFeed_Output{Feed: feed})
+	})
+
+	server := httptest.NewServer(mux)
+	defer server.Close()
+
+	client := newTestClient(t, server.URL)
+	ctx := context.Background()
+
+	start := time.Date(2023, 1, 1, 0, 0, 0, 0, time.UTC)
+	end := time.Date(2023, 12, 31, 23, 59, 59, 0, time.UTC)
+
+	posts, err := client.GetPostsInTimeframe(ctx, "did:plc:testactor", start, end, 10)
+	if err != nil {
+		t.Fatalf("Expected no error, got %v", err)
+	}
+	if len(posts) != 1 {
+		t.Fatalf("expected 1 in-range post before early exit, got %d", len(posts))
+	}
+	if requests != 1 {
+		t.Errorf("expected scan to stop after the first page, made %d requests", requests)
+	}
+}
+
+func TestGetPostsInTimeframeIncludesBoundaries(t *testing.T) {
+	mux := http.NewServeMux()
+	mux.HandleFunc("/xrpc/app.bsky.feed.getAuthorFeed", func(w http.ResponseWriter, r *http.Request) {
+		mk := func(uri, createdAt string) *bsky.FeedDefs_FeedViewPost {
+			return &bsky.FeedDefs_FeedViewPost{
+				Post: &bsky.FeedDefs_PostView{
+					Uri:    uri,
+					Author: &bsky.ActorDefs_ProfileViewBasic{Did: "did:plc:testactor", Handle: "testactor.test"},
+					Record: &util.LexiconTypeDecoder{
+						Val: &bsky.FeedPost{Text: uri, CreatedAt: createdAt},
+					},
+				},
+			}
+		}
+		feed := []*bsky.FeedDefs_FeedViewPost{
+			mk("at://did:plc:testactor/app.bsky.feed.post/end", "2023-12-31T23:59:59Z"),
+			mk("at://did:plc:testactor/app.bsky.feed.post/start", "2023-01-01T00:00:00Z"),
+			mk("at://did:plc:testactor/app.bsky.feed.post/older", "2022-12-31T23:59:59Z"),
+		}
+		w.Header().Set("Content-Type", "application/json")
+		_ = json.NewEncoder(w).Encode(bsky.FeedGetAuthorFeed_Output{Feed: feed})
+	})
+
+	server := httptest.NewServer(mux)
+	defer server.Close()
+
+	client := newTestClient(t, server.URL)
+	ctx := context.Background()
+
+	start := time.Date(2023, 1, 1, 0, 0, 0, 0, time.UTC)
+	end := time.Date(2023, 12, 31, 23, 59, 59, 0, time.UTC)
+
+	posts, err := client.GetPostsInTimeframe(ctx, "did:plc:testactor", start, end, 10)
+	if err != nil {
+		t.Fatalf("Expected no error, got %v", err)
+	}
+	// Both boundary posts are inclusive; the post one second before start is not.
+	if len(posts) != 2 {
+		t.Fatalf("expected boundary posts to be included (got %d)", len(posts))
+	}
+	got := map[string]bool{}
+	for _, p := range posts {
+		got[p.Post.Uri] = true
+	}
+	if !got["at://did:plc:testactor/app.bsky.feed.post/start"] {
+		t.Error("expected post exactly at start to be included")
+	}
+	if !got["at://did:plc:testactor/app.bsky.feed.post/end"] {
+		t.Error("expected post exactly at end to be included")
+	}
+}
+
+func TestResolveUserCache(t *testing.T) {
+	var resolveRequests atomic.Int32
+	mux := http.NewServeMux()
+	mux.HandleFunc("/xrpc/com.atproto.identity.resolveHandle", func(w http.ResponseWriter, r *http.Request) {
+		resolveRequests.Add(1)
+		w.Header().Set("Content-Type", "application/json")
+		_ = json.NewEncoder(w).Encode(atproto.IdentityResolveHandle_Output{Did: "did:plc:resolved"})
+	})
+
+	server := httptest.NewServer(mux)
+	defer server.Close()
+
+	client := newTestClient(t, server.URL)
+	ctx := context.Background()
+
+	// First resolution hits the network and populates the cache.
+	did, err := client.ResolveUser(ctx, "test.handle")
+	if err != nil {
+		t.Fatalf("Expected no error, got %v", err)
+	}
+	if did.String() != "did:plc:resolved" {
+		t.Errorf("Unexpected DID %q", did.String())
+	}
+	if resolveRequests.Load() != 1 {
+		t.Errorf("expected 1 resolve request, got %d", resolveRequests.Load())
+	}
+
+	// Second resolution is served from cache.
+	if _, err := client.ResolveUser(ctx, "test.handle"); err != nil {
+		t.Fatalf("Expected no error on cached resolution, got %v", err)
+	}
+	if resolveRequests.Load() != 1 {
+		t.Errorf("expected cached resolution to skip the network, got %d requests", resolveRequests.Load())
+	}
+
+	// An expired cache entry is refetched.
+	client.cacheMu.Lock()
+	entry := client.didCache["test.handle"]
+	entry.expiresAt = time.Now().Add(-time.Minute)
+	client.didCache["test.handle"] = entry
+	client.cacheMu.Unlock()
+
+	if _, err := client.ResolveUser(ctx, "test.handle"); err != nil {
+		t.Fatalf("Expected no error after expiry, got %v", err)
+	}
+	if resolveRequests.Load() != 2 {
+		t.Errorf("expected a fresh resolve after TTL expiry, got %d requests", resolveRequests.Load())
+	}
+}

internal/config/config.go

@@ -30,6 +30,7 @@ type Config struct {
 	OllamaHost             string
 	MigrateOnStart         bool
 	MigrationsDir          string
+	ReadyzAddress          string
 	ReadyzPort             string
 	MetricsPort            string
 	X402FacilitatorURL     string
@@ -86,13 +87,14 @@ func Load() *Config {
 		BlueskyAppPassword:     getEnv("BLUESKY_APP_PASSWORD", ""),
 		BlueskyHost:            getEnv("BLUESKY_HOST", "https://bsky.social"),
 		NostrRelays:            splitComma(getEnv("NOSTR_RELAYS", "wss://relay.damus.io,wss://nos.lol")),
-		TwitterBearerToken:     getEnv("TWITTER_BEARER_TOKEN", ""),
+		TwitterBearerToken:     getEnvOptional("TWITTER_BEARER_TOKEN"),
-		PrewarmAuthors:         splitComma(getEnv("PREWARM_AUTHORS", "")),
+		PrewarmAuthors:         splitComma(getEnvOptional("PREWARM_AUTHORS")),
-		PrewarmFeedURI:         getEnv("PREWARM_FEED_URI", ""),
+		PrewarmFeedURI:         getEnvOptional("PREWARM_FEED_URI"),
 		EnrichCrossPlatform:    getEnvBool("ENRICH_CROSS_PLATFORM", "true"),
 		OllamaHost:             getEnv("OLLAMA_HOST", "http://localhost:11434"),
 		MigrateOnStart:         getEnvBool("MIGRATE_ON_START", "true"),
 		MigrationsDir:          getEnv("MIGRATIONS_DIR", "sql/schema"),
+		ReadyzAddress:          getEnv("READYZ_ADDRESS", "127.0.0.1"),
 		ReadyzPort:             getEnv("READYZ_PORT", "9090"),
 		MetricsPort:            getEnv("METRICS_PORT", "9091"),
 		X402FacilitatorURL:     getEnv("X402_FACILITATOR_URL", "https://api.cdp.coinbase.com/platform/v2/x402"),
@@ -112,6 +114,12 @@ func Load() *Config {
 		AnalyticsTTLDrivers:    getEnvDuration("ANALYTICS_TTL_DRIVERS", "1h"),
 	}
 
+	for _, port := range []string{cfg.ReadyzPort, cfg.MetricsPort, cfg.ListenPort} {
+		if _, err := strconv.Atoi(port); err != nil {
+			log.Fatalf("Invalid port %q: must be a numeric port value", port)
+		}
+	}
+
 	// Default MatrixServerID to system hostname if not explicitly set
 	if cfg.MatrixServerID == "" {
 		hostname, err := os.Hostname()
@@ -133,6 +141,14 @@ func getEnv(key, fallback string) string {
 	return fallback
 }
 
+func getEnvOptional(key string) string {
+	if value, ok := os.LookupEnv(key); ok {
+		return value
+	}
+	log.Warn("Environment variable is not set (optional)", "key", key)
+	return ""
+}
+
 func getEnvBool(key, fallback string) bool {
 	v := getEnv(key, fallback)
 	switch strings.ToLower(strings.TrimSpace(v)) {

internal/nostr/client.go

@@ -4,6 +4,8 @@ import (
 	"context"
 	"encoding/json"
 	"fmt"
+	"net/url"
+	"strings"
 	"time"
 
 	"fiatjaf.com/nostr"
@@ -12,15 +14,44 @@ import (
 	"github.com/nacorid/naco-api/internal/actor"
 )
 
+const (
+	// relayQueryTimeout bounds connect + subscribe + collect against a single
+	// relay. The websocket dial, subscription handshake and event collection all
+	// share this budget.
+	relayQueryTimeout = 5 * time.Second
+
+	// maxTotalRelayTime caps the fan-out across all relays when the caller's
+	// context carries no deadline of its own. Without it a long relay list could
+	// multiply the per-relay budget unboundedly.
+	maxTotalRelayTime = 20 * time.Second
+)
+
 type Client struct {
 	relays []string
 }
 
 func NewNostrClient(relays []string) (*Client, error) {
-	if len(relays) == 0 {
+	seen := make(map[string]struct{}, len(relays))
+	cleaned := make([]string, 0, len(relays))
+	for _, r := range relays {
+		r = strings.TrimSpace(r)
+		if r == "" {
+			continue
+		}
+		u, err := url.Parse(r)
+		if err != nil || (u.Scheme != "ws" && u.Scheme != "wss") {
+			return nil, fmt.Errorf("invalid relay URL %q: must be a ws:// or wss:// endpoint", r)
+		}
+		if _, dup := seen[r]; dup {
+			continue
+		}
+		seen[r] = struct{}{}
+		cleaned = append(cleaned, r)
+	}
+	if len(cleaned) == 0 {
 		return nil, fmt.Errorf("at least one relay is required")
 	}
-	return &Client{relays: relays}, nil
+	return &Client{relays: cleaned}, nil
 }
 
 type Post struct {
@@ -30,145 +61,92 @@ type Post struct {
 	CreatedAt time.Time
 }
 
-func (c *Client) GetLatestNPosts(ctx context.Context, actor string, limit int) ([]*Post, error) {
+// queryBudget returns a context bounded to maxTotalRelayTime when ctx has no
-	pubkey, err := resolvePubkey(actor)
+// deadline, so the relay fan-out cannot run away across many relays. Callers
-	if err != nil {
+// must invoke the returned cancel.
-		return nil, err
+func (c *Client) queryBudget(ctx context.Context) (context.Context, context.CancelFunc) {
+	if _, ok := ctx.Deadline(); ok {
+		return context.WithCancel(ctx)
 	}
-
+	return context.WithTimeout(ctx, maxTotalRelayTime)
-	posts := make([]*Post, 0, limit)
-	seen := make(map[string]struct{})
-
-	connected := false
-
-	for _, url := range c.relays {
-		relay, err := nostr.RelayConnect(ctx, url, nostr.RelayOptions{})
-		if err != nil {
-			continue
-		}
-		connected = true
-		sub, err := relay.Subscribe(ctx, nostr.Filter{
-			Authors: []nostr.PubKey{pubkey},
-			Kinds:   []nostr.Kind{1},
-			Limit:   limit,
-		}, nostr.SubscriptionOptions{})
-		if err != nil {
-			relay.Close()
-			continue
-		}
-
-		func() {
-			defer sub.Unsub()
-			defer relay.Close()
-
-		collect:
-			for {
-				select {
-				case <-sub.EndOfStoredEvents:
-					break collect
-				case ev, ok := <-sub.Events:
-					if !ok {
-						break collect
-					}
-					id := ev.ID.Hex()
-					if _, dup := seen[id]; dup {
-						continue
-					}
-					seen[id] = struct{}{}
-					posts = append(posts, &Post{
-						ID:        id,
-						Author:    ev.PubKey.Hex(),
-						Content:   ev.Content,
-						CreatedAt: ev.CreatedAt.Time(),
-					})
-				case <-ctx.Done():
-					break collect
-				}
-			}
-		}()
-
-		if len(posts) >= limit {
-			break
-		}
-	}
-
-	if !connected {
-		return nil, fmt.Errorf("could not connect to any relay")
-	}
-	return posts, nil
 }
 
-func (c *Client) GetPostsInTimeframe(ctx context.Context, actor string, start, end time.Time, limit int) ([]*Post, error) {
+// collectFromRelay connects to url within ctx, subscribes with filter and
-	pubkey, err := resolvePubkey(actor)
+// appends matching events to posts (deduplicated by event id) until the limit is
+// reached, EOSE arrives, or ctx is done. It reports whether the relay was
+// actually queryable (connected + subscribed), letting callers distinguish a
+// total relay outage from a legitimate empty result.
+func (c *Client) collectFromRelay(ctx context.Context, url string, filter nostr.Filter, limit int, posts *[]*Post, seen map[string]struct{}) (used bool) {
+	relay, err := nostr.RelayConnect(ctx, url, nostr.RelayOptions{})
 	if err != nil {
-		return nil, err
+		return false
 	}
+	defer relay.Close()
 
-	since := nostr.Timestamp(start.Unix())
+	sub, err := relay.Subscribe(ctx, filter, nostr.SubscriptionOptions{})
-	until := nostr.Timestamp(end.Unix())
+	if err != nil {
+		return false
+	}
+	defer sub.Unsub()
 
+	for {
+		select {
+		case <-sub.EndOfStoredEvents:
+			return true
+		case ev, ok := <-sub.Events:
+			if !ok {
+				return true
+			}
+			id := ev.ID.Hex()
+			if _, dup := seen[id]; dup {
+				continue
+			}
+			seen[id] = struct{}{}
+			*posts = append(*posts, &Post{
+				ID:        id,
+				Author:    ev.PubKey.Hex(),
+				Content:   ev.Content,
+				CreatedAt: ev.CreatedAt.Time(),
+			})
+			if len(*posts) >= limit {
+				return true
+			}
+		case <-ctx.Done():
+			return true
+		}
+	}
+}
+
+// collectPosts subscribes to filter across every relay, stopping once limit posts
+// are collected or the query context is done. It returns the deduplicated posts,
+// or an error if no relay could be queried at all or the operation was aborted.
+func (c *Client) collectPosts(ctx context.Context, filter nostr.Filter, limit int) ([]*Post, error) {
 	posts := make([]*Post, 0, limit)
 	seen := make(map[string]struct{})
 
-	connected := false
+	queryCtx, cancel := c.queryBudget(ctx)
+	defer cancel()
 
+	var anyUsed bool
 	for _, url := range c.relays {
-		relay, err := nostr.RelayConnect(ctx, url, nostr.RelayOptions{})
+		if queryCtx.Err() != nil {
-		if err != nil {
+			break
-			continue
 		}
-		connected = true
+		relayCtx, relayCancel := context.WithTimeout(queryCtx, relayQueryTimeout)
-		sub, err := relay.Subscribe(ctx, nostr.Filter{
+		used := c.collectFromRelay(relayCtx, url, filter, limit, &posts, seen)
-			Authors: []nostr.PubKey{pubkey},
+		relayCancel()
-			Kinds:   []nostr.Kind{1},
+		anyUsed = anyUsed || used
-			Since:   since,
-			Until:   until,
-			Limit:   limit,
-		}, nostr.SubscriptionOptions{})
-		if err != nil {
-			relay.Close()
-			continue
-		}
-
-		func() {
-			defer sub.Unsub()
-			defer relay.Close()
-
-		collect:
-			for {
-				select {
-				case <-sub.EndOfStoredEvents:
-					break collect
-				case ev, ok := <-sub.Events:
-					if !ok {
-						break collect
-					}
-					id := ev.ID.Hex()
-					if _, dup := seen[id]; dup {
-						continue
-					}
-					seen[id] = struct{}{}
-					posts = append(posts, &Post{
-						ID:        id,
-						Author:    ev.PubKey.Hex(),
-						Content:   ev.Content,
-						CreatedAt: ev.CreatedAt.Time(),
-					})
-				case <-ctx.Done():
-					break collect
-				}
-			}
-		}()
-
 		if len(posts) >= limit {
 			break
 		}
 	}
 
-	if !connected {
+	if err := queryCtx.Err(); err != nil {
+		return nil, fmt.Errorf("nostr query aborted: %w", err)
+	}
+	if !anyUsed {
 		return nil, fmt.Errorf("could not connect to any relay")
 	}
-
 	return posts, nil
 }
 
@@ -178,42 +156,54 @@ func (c *Client) GetPost(ctx context.Context, id string) (*Post, error) {
 		return nil, err
 	}
 
-	for _, url := range c.relays {
+	filter := nostr.Filter{
-		relay, err := nostr.RelayConnect(ctx, url, nostr.RelayOptions{})
+		IDs:   []nostr.ID{eid},
-		if err != nil {
+		Kinds: []nostr.Kind{1},
-			continue
-		}
-		sub, err := relay.Subscribe(ctx, nostr.Filter{
-			IDs:   []nostr.ID{eid},
-			Kinds: []nostr.Kind{1},
-		}, nostr.SubscriptionOptions{})
-		if err != nil {
-			relay.Close()
-			continue
-		}
-		defer sub.Unsub()
-		defer relay.Close()
-
-		for {
-			select {
-			case <-sub.EndOfStoredEvents:
-				return nil, fmt.Errorf("post %q not found", id)
-			case ev, ok := <-sub.Events:
-				if !ok {
-					return nil, fmt.Errorf("post %q not found", id)
-				}
-				return &Post{
-					ID:        ev.ID.Hex(),
-					Author:    ev.PubKey.Hex(),
-					Content:   ev.Content,
-					CreatedAt: ev.CreatedAt.Time(),
-				}, nil
-			case <-ctx.Done():
-				return nil, ctx.Err()
-			}
-		}
 	}
-	return nil, fmt.Errorf("could not connect to any relay")
+	posts, err := c.collectPosts(ctx, filter, 1)
+	if err != nil {
+		return nil, err
+	}
+	if len(posts) == 0 {
+		return nil, fmt.Errorf("post %q not found across configured relays", id)
+	}
+	return posts[0], nil
+}
+
+func (c *Client) GetLatestNPosts(ctx context.Context, author string, limit int) ([]*Post, error) {
+	if limit <= 0 {
+		return nil, nil
+	}
+	pubkey, err := resolvePubkey(author)
+	if err != nil {
+		return nil, err
+	}
+
+	filter := nostr.Filter{
+		Authors: []nostr.PubKey{pubkey},
+		Kinds:   []nostr.Kind{1},
+		Limit:   limit,
+	}
+	return c.collectPosts(ctx, filter, limit)
+}
+
+func (c *Client) GetPostsInTimeframe(ctx context.Context, author string, start, end time.Time, limit int) ([]*Post, error) {
+	if limit <= 0 {
+		return nil, nil
+	}
+	pubkey, err := resolvePubkey(author)
+	if err != nil {
+		return nil, err
+	}
+
+	filter := nostr.Filter{
+		Authors: []nostr.PubKey{pubkey},
+		Kinds:   []nostr.Kind{1},
+		Since:   nostr.Timestamp(start.Unix()),
+		Until:   nostr.Timestamp(end.Unix()),
+		Limit:   limit,
+	}
+	return c.collectPosts(ctx, filter, limit)
 }
 
 func (c *Client) GetActor(ctx context.Context, author string) (*actor.Profile, error) {
@@ -223,83 +213,128 @@ func (c *Client) GetActor(ctx context.Context, author string) (*actor.Profile, e
 	}
 	npub := nip19.EncodeNpub(pubkey)
 
-	for _, u := range c.relays {
+	filter := nostr.Filter{
-		relay, err := nostr.RelayConnect(ctx, u, nostr.RelayOptions{})
+		Authors: []nostr.PubKey{pubkey},
-		if err != nil {
+		Kinds:   []nostr.Kind{0},
-			continue
+		Limit:   1,
-		}
+	}
-		sub, err := relay.Subscribe(ctx, nostr.Filter{
-			Authors: []nostr.PubKey{pubkey},
-			Kinds:   []nostr.Kind{0},
-			Limit:   1,
-		}, nostr.SubscriptionOptions{})
-		if err != nil {
-			relay.Close()
-			continue
-		}
-		defer sub.Unsub()
-		defer relay.Close()
 
-	collect:
+	queryCtx, cancel := c.queryBudget(ctx)
-		for {
+	defer cancel()
-			select {
+
-			case <-sub.EndOfStoredEvents:
+	var anyUsed bool
-				break collect
+	for _, url := range c.relays {
-			case ev, ok := <-sub.Events:
+		if queryCtx.Err() != nil {
-				if !ok {
+			break
-					break collect
-				}
-				var meta struct {
-					Name        string `json:"name"`
-					DisplayName string `json:"display_name"`
-					About       string `json:"about"`
-					Picture     string `json:"picture"`
-					Website     string `json:"website"`
-				}
-				if err := json.Unmarshal([]byte(ev.Content), &meta); err == nil {
-					return &actor.Profile{
-						Platform:    "Nostr",
-						Handle:      npub,
-						DisplayName: meta.DisplayName,
-						AvatarURL:   meta.Picture,
-						Bio:         meta.About,
-						URL:         "https://njump.me/" + npub,
-					}, nil
-				}
-				break collect
-			case <-ctx.Done():
-				return nil, ctx.Err()
-			}
 		}
+		relayCtx, relayCancel := context.WithTimeout(queryCtx, relayQueryTimeout)
+		profile, used := c.actorFromRelay(relayCtx, url, filter, npub)
+		relayCancel()
+		anyUsed = anyUsed || used
+		if profile != nil {
+			return profile, nil
+		}
+	}
+
+	if err := queryCtx.Err(); err != nil {
+		return nil, fmt.Errorf("nostr query aborted: %w", err)
+	}
+	if !anyUsed {
+		return nil, fmt.Errorf("could not connect to any relay")
 	}
 	return nil, fmt.Errorf("no profile metadata found for %q", author)
 }
 
-func (c *Client) SearchActors(ctx context.Context, query string, limit int) ([]actor.Profile, error) {
+// actorFromRelay looks up one kind-0 metadata event on url. It returns a
-	// Nostr has no global actor search; best-effort: if the query resolves to a
+// non-nil profile when a usable metadata event was found. used reports whether
-	// pubkey/npub, return that single profile.
+// the relay was queried at all (so a fully unreachable relay list is
+// distinguishable from an author without metadata).
+func (c *Client) actorFromRelay(ctx context.Context, url string, filter nostr.Filter, npub string) (profile *actor.Profile, used bool) {
+	relay, err := nostr.RelayConnect(ctx, url, nostr.RelayOptions{})
+	if err != nil {
+		return nil, false
+	}
+	defer relay.Close()
+
+	sub, err := relay.Subscribe(ctx, filter, nostr.SubscriptionOptions{})
+	if err != nil {
+		return nil, false
+	}
+	defer sub.Unsub()
+
+	select {
+	case <-sub.EndOfStoredEvents:
+		return nil, true
+	case ev, ok := <-sub.Events:
+		if !ok {
+			return nil, true
+		}
+		return profileFromEvent(ev, npub), true
+	case <-ctx.Done():
+		return nil, true
+	}
+}
+
+// profileFromEvent builds an actor.Profile from a kind-0 metadata event, or nil
+// when the content is not valid JSON or carries no usable fields.
+func profileFromEvent(ev nostr.Event, npub string) *actor.Profile {
+	var meta struct {
+		Name        string `json:"name"`
+		DisplayName string `json:"display_name"`
+		About       string `json:"about"`
+		Picture     string `json:"picture"`
+		Website     string `json:"website"`
+	}
+	if err := json.Unmarshal([]byte(ev.Content), &meta); err != nil {
+		return nil
+	}
+	if meta.Name == "" && meta.DisplayName == "" && meta.About == "" && meta.Picture == "" {
+		return nil
+	}
+	displayName := meta.DisplayName
+	if displayName == "" {
+		displayName = meta.Name
+	}
+	return &actor.Profile{
+		Platform:    "Nostr",
+		Handle:      npub,
+		DisplayName: displayName,
+		AvatarURL:   meta.Picture,
+		Bio:         meta.About,
+		URL:         "https://njump.me/" + npub,
+	}
+}
+
+func (c *Client) SearchActors(ctx context.Context, query string, limit int) ([]*actor.Profile, error) {
 	if _, err := resolvePubkey(query); err != nil {
-		return []actor.Profile{}, nil
+		// Not a pubkey we can resolve (e.g. a name query). Treat it as no match
+		// rather than an error so a cross-platform search isn't failed by a
+		// non-nostr query.
+		return nil, nil
 	}
 	prof, err := c.GetActor(ctx, query)
 	if err != nil {
-		return []actor.Profile{}, nil
+		return nil, err
 	}
-	return []actor.Profile{*prof}, nil
+	return []*actor.Profile{prof}, nil
 }
 
 func resolvePubkey(actor string) (nostr.PubKey, error) {
 	prefix, value, err := nip19.Decode(actor)
 	if err == nil {
-		if prefix != "npub" {
+		switch prefix {
-			return nostr.PubKey{}, fmt.Errorf("unsupported nostr entity %q", prefix)
+		case "npub":
+			if pk, ok := value.(nostr.PubKey); ok {
+				return pk, nil
+			}
+		case "nprofile":
+			if pp, ok := value.(nostr.ProfilePointer); ok {
+				return pp.PublicKey, nil
+			}
 		}
-		pk, ok := value.(nostr.PubKey)
+		return nostr.PubKey{}, fmt.Errorf("unsupported nostr entity %q", prefix)
-		if !ok {
-			return nostr.PubKey{}, fmt.Errorf("unexpected decoded value type %T", value)
-		}
-		return pk, nil
 	}
+
 	if len(actor) == 64 {
 		pk, e := nostr.PubKeyFromHex(actor)
 		if e != nil {
@@ -313,15 +348,19 @@ func resolvePubkey(actor string) (nostr.PubKey, error) {
 func resolveEventID(id string) (nostr.ID, error) {
 	prefix, value, err := nip19.Decode(id)
 	if err == nil {
-		if prefix != "note" {
+		switch prefix {
-			return nostr.ID{}, fmt.Errorf("unsupported nostr entity %q", prefix)
+		case "note":
+			if eid, ok := value.(nostr.ID); ok {
+				return eid, nil
+			}
+		case "nevent":
+			if ep, ok := value.(nostr.EventPointer); ok {
+				return ep.ID, nil
+			}
 		}
-		eid, ok := value.(nostr.ID)
+		return nostr.ID{}, fmt.Errorf("unsupported nostr entity %q", prefix)
-		if !ok {
-			return nostr.ID{}, fmt.Errorf("unexpected decoded value type %T", value)
-		}
-		return eid, nil
 	}
+
 	if len(id) == 64 {
 		eid, e := nostr.IDFromHex(id)
 		if e != nil {

internal/nostr/client_test.go

@@ -189,6 +189,80 @@ func TestRelayConnectionFailureReturnsError(t *testing.T) {
 	}
 }
 
+func TestNewNostrClientInvalidScheme(t *testing.T) {
+	_, err := NewNostrClient([]string{"http://relay.example"})
+	if err == nil {
+		t.Fatal("expected error for non-websocket relay URL")
+	}
+	if !strings.Contains(err.Error(), "invalid relay URL") {
+		t.Fatalf("expected 'invalid relay URL' error, got %v", err)
+	}
+
+	// Blank and duplicate entries are dropped, the scheme is validated.
+	c, err := NewNostrClient([]string{
+		"wss://relay.a",
+		" wss://relay.a ",
+		"ws://relay.b",
+		"  ",
+	})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if len(c.relays) != 2 {
+		t.Fatalf("expected 2 unique relays after cleaning, got %d: %v", len(c.relays), c.relays)
+	}
+}
+
+func TestGetLatestNPostsZeroOrNegativeLimit(t *testing.T) {
+	c, err := NewNostrClient([]string{"wss://invalid.relay.invalid"})
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	sk := nostr.Generate()
+	npub := nip19.EncodeNpub(sk.Public())
+
+	if posts, err := c.GetLatestNPosts(context.Background(), npub, 0); err != nil || posts != nil {
+		t.Fatalf("expected nil, nil for zero limit, got %v, %v", posts, err)
+	}
+	if posts, err := c.GetLatestNPosts(context.Background(), npub, -5); err != nil || posts != nil {
+		t.Fatalf("expected nil, nil for negative limit, got %v, %v", posts, err)
+	}
+
+	start := time.Date(2024, 1, 1, 0, 0, 0, 0, time.UTC)
+	end := time.Date(2024, 12, 31, 0, 0, 0, 0, time.UTC)
+	if posts, err := c.GetPostsInTimeframe(context.Background(), npub, start, end, 0); err != nil || posts != nil {
+		t.Fatalf("expected nil, nil for zero timeframe limit, got %v, %v", posts, err)
+	}
+}
+
+func TestSearchActors(t *testing.T) {
+	c, err := NewNostrClient([]string{"wss://invalid.relay.invalid"})
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	ctx := context.Background()
+
+	// A non-key query (e.g. a display name) is a valid no-match, not an error.
+	results, err := c.SearchActors(ctx, "alice", 1)
+	if err != nil {
+		t.Fatalf("expected no error for non-key query, got %v", err)
+	}
+	if results != nil {
+		t.Fatalf("expected nil results for non-key query, got %v", results)
+	}
+
+	// A valid pubkey that fails on every relay must surface the outage.
+	sk := nostr.Generate()
+	npub := nip19.EncodeNpub(sk.Public())
+	if _, err := c.SearchActors(ctx, npub, 1); err == nil {
+		t.Fatal("expected error when no relay is reachable")
+	} else if !strings.Contains(err.Error(), "could not connect to any relay") {
+		t.Fatalf("expected 'could not connect to any relay' error, got %v", err)
+	}
+}
+
 func TestGetPostWithHexID(t *testing.T) {
 	c, err := NewNostrClient([]string{"wss://invalid.relay.invalid"})
 	if err != nil {
@@ -223,9 +297,9 @@ func TestGetActorWithHexPubkey(t *testing.T) {
 	if err == nil {
 		t.Fatal("expected error when relay unavailable")
 	}
-	// GetActor surfaces the failure as an absence of a profile after the relay
+	// GetActor reports a total relay outage as a connection failure rather than
-	// loop runs without connecting.
+	// pretending the author has no metadata.
-	if !strings.Contains(err.Error(), "no profile metadata found") {
+	if !strings.Contains(err.Error(), "could not connect to any relay") {
-		t.Fatalf("expected 'no profile metadata found' error, got %v", err)
+		t.Fatalf("expected 'could not connect to any relay' error, got %v", err)
 	}
 }

internal/ollama/client.go

@@ -2,52 +2,150 @@ package ollama
 
 import (
 	"context"
+	"errors"
+	"fmt"
 	"net/http"
 	"net/url"
 	"strings"
+	"sync"
+	"time"
 
 	"github.com/nacorid/naco-api/internal/clustering"
 	"github.com/ollama/ollama/api"
 )
 
+const (
+	// embedConcurrency caps how many embedding requests run in parallel. Ollama
+	// serializes model requests server-side (OLLAMA_NUM_PARALLEL defaults to 1),
+	// so unbounded fan-out would only add latency and memory for no throughput.
+	embedConcurrency = 4
+
+	// embedRetries and embedRetryBackoff cover transient server-side embedding
+	// failures (e.g. cold model load, transient 5xx/429).
+	embedRetries      = 2
+	embedRetryBackoff = 150 * time.Millisecond
+
+	// generateRetries and generateRetryBackoff cover transient failures that
+	// produce no output at all; a truncated stream is never retried because the
+	// partial response cannot be safely replayed.
+	generateRetries      = 1
+	generateRetryBackoff = 500 * time.Millisecond
+)
+
 type OllamaClient struct {
 	client         api.Client
 	embeddingModel string
 	styleModel     string
 }
 
-func New(ctx context.Context, host *url.URL, http *http.Client, em, sm string) *OllamaClient {
+func New(host *url.URL, httpClient *http.Client, embeddingModel, styleModel string) *OllamaClient {
-	client := api.NewClient(host, http)
+	client := api.NewClient(host, httpClient)
-	return &OllamaClient{client: *client, embeddingModel: em, styleModel: sm}
+	return &OllamaClient{client: *client, embeddingModel: embeddingModel, styleModel: styleModel}
 }
 
+// EmbedTexts computes one embedding per post. Embeddings are returned in the
+// same order as posts; callers rely on index correspondence (e.g.
+// items[i].Embedding = embeddings[i]) so posts are never skipped. Requests run
+// in a bounded worker pool and transient failures are retried with backoff.
 func (o *OllamaClient) EmbedTexts(ctx context.Context, posts []clustering.Item) ([][]float64, error) {
 	if len(posts) == 0 {
 		return nil, nil
 	}
-	embeddings := make([][]float64, 0, len(posts))
 
-	for _, post := range posts {
+	embeddings := make([][]float64, len(posts))
+
+	// poolCtx is a child of ctx: cancelling it on the first failure must not
+	// cancel the caller's request context.
+	poolCtx, cancel := context.WithCancel(ctx)
+	defer cancel()
+
+	var (
+		mu       sync.Mutex
+		firstErr error
+		sema     = make(chan struct{}, embedConcurrency)
+		wg       sync.WaitGroup
+	)
+	for i, post := range posts {
+		wg.Add(1)
+		go func(idx int, text string) {
+			defer wg.Done()
+			select {
+			case sema <- struct{}{}:
+			case <-poolCtx.Done():
+				return
+			}
+			defer func() { <-sema }()
+
+			emb, err := o.embedWithRetry(poolCtx, strings.TrimSpace(text))
+			if err != nil {
+				mu.Lock()
+				if firstErr == nil {
+					firstErr = fmt.Errorf("embedding post %d (%q): %w", idx, text, err)
+				}
+				mu.Unlock()
+				cancel()
+				return
+			}
+			embeddings[idx] = emb
+		}(i, post.Text)
+	}
+	wg.Wait()
+
+	if firstErr := atomicErr(&mu, &firstErr); firstErr != nil {
+		return embeddings, firstErr
+	}
+	// Every worker may have exited via the poolCtx.Done() branch without
+	// recording an error, e.g. when the caller's context is already canceled.
+	if err := ctx.Err(); err != nil {
+		return nil, err
+	}
+	return embeddings, nil
+}
+
+func atomicErr(mu *sync.Mutex, err *error) error {
+	mu.Lock()
+	defer mu.Unlock()
+	return *err
+}
+
+func (o *OllamaClient) embedWithRetry(ctx context.Context, text string) ([]float64, error) {
+	backoff := embedRetryBackoff
+	var lastErr error
+	for attempt := 0; attempt <= embedRetries; attempt++ {
+		if attempt > 0 {
+			if err := sleepCtx(ctx, backoff); err != nil {
+				return nil, err
+			}
+			backoff *= 2
+		}
 		resp, err := o.client.Embeddings(ctx, &api.EmbeddingRequest{
 			Model:  o.embeddingModel,
-			Prompt: post.Text,
+			Prompt: text,
 		})
-		if err != nil {
+		if err == nil {
+			return resp.Embedding, nil
+		}
+		lastErr = err
+		if !isTransientErr(err) {
 			return nil, err
 		}
-		embeddings = append(embeddings, resp.Embedding)
 	}
-
+	return nil, lastErr
-	return embeddings, nil
 }
 
 func (o *OllamaClient) SummarizeStyle(ctx context.Context, posts []clustering.Item) (string, error) {
 	if len(posts) == 0 {
 		return "", nil
 	}
-	var promptParts []string
+
+	promptParts := make([]string, 0, len(posts))
 	for _, post := range posts {
-		promptParts = append(promptParts, post.Text)
+		if text := strings.TrimSpace(post.Text); text != "" {
+			promptParts = append(promptParts, text)
+		}
+	}
+	if len(promptParts) == 0 {
+		return "", fmt.Errorf("no post text to summarize")
 	}
 
 	prompt := "Summarize the user's writing style. Analyze:\n" +
@@ -62,16 +160,74 @@ func (o *OllamaClient) SummarizeStyle(ctx context.Context, posts []clustering.It
 		"\n\nStyle summary:"
 
 	var fullResponse strings.Builder
-	err := o.client.Generate(ctx, &api.GenerateRequest{
+	backoff := generateRetryBackoff
-		Model:  o.styleModel,
+	var lastErr error
-		Prompt: prompt,
+	for attempt := 0; attempt <= generateRetries; attempt++ {
-	}, func(resp api.GenerateResponse) error {
+		if attempt > 0 {
-		fullResponse.WriteString(resp.Response)
+			if err := sleepCtx(ctx, backoff); err != nil {
-		return nil
+				return "", err
-	})
+			}
-	if err != nil {
+		}
-		return "", err
-	}
 
-	return fullResponse.String(), nil
+		// Reset between attempts so a failed run never leaks a partial summary.
+		fullResponse.Reset()
+		done := false
+		doneReason := ""
+		err := o.client.Generate(ctx, &api.GenerateRequest{
+			Model:  o.styleModel,
+			Prompt: prompt,
+		}, func(resp api.GenerateResponse) error {
+			fullResponse.WriteString(resp.Response)
+			if resp.Done {
+				done = true
+				doneReason = resp.DoneReason
+			}
+			return nil
+		})
+		if err != nil {
+			lastErr = err
+			// Only retry transport/5xx failures that produced no output; a
+			// partial stream must not be replayed.
+			if !isTransientErr(err) || fullResponse.Len() > 0 {
+				return "", fmt.Errorf("ollama generate with model %q failed: %w", o.styleModel, err)
+			}
+			continue
+		}
+
+		// The underlying stream reader can finish without an error when the
+		// request context is canceled or the connection drops mid-stream (the
+		// library never inspects bufio.Scanner.Err), so a bare nil from
+		// Generate does not mean the response is complete.
+		if ctxErr := ctx.Err(); ctxErr != nil {
+			return "", ctxErr
+		}
+		if !done {
+			return "", fmt.Errorf("ollama stream for model %q ended before completion", o.styleModel)
+		}
+		if doneReason == "length" {
+			return "", fmt.Errorf("ollama response for model %q was truncated (context limit reached)", o.styleModel)
+		}
+		return fullResponse.String(), nil
+	}
+	return "", fmt.Errorf("ollama generate with model %q failed after retries: %w", o.styleModel, lastErr)
+}
+
+func sleepCtx(ctx context.Context, d time.Duration) error {
+	select {
+	case <-time.After(d):
+		return nil
+	case <-ctx.Done():
+		return ctx.Err()
+	}
+}
+
+// isTransientErr reports whether err is a retryable server-side failure. Non-2xx
+// HTTP errors that carry a StatusCode (429, 5xx) qualify; context and transport
+// errors below that never do, so they surface immediately.
+func isTransientErr(err error) bool {
+	var se api.StatusError
+	if errors.As(err, &se) {
+		return se.StatusCode == http.StatusTooManyRequests || se.StatusCode >= http.StatusInternalServerError
+	}
+	return false
 }

internal/ollama/client_test.go

@@ -2,27 +2,89 @@ package ollama
 
 import (
 	"context"
+	"encoding/json"
+	"fmt"
 	"net/http"
 	"net/http/httptest"
 	"net/url"
+	"strings"
+	"sync"
+	"sync/atomic"
 	"testing"
+	"time"
 
 	"github.com/nacorid/naco-api/internal/clustering"
 )
 
+// setupTestServer creates a test server and an initialized client.
+func setupTestServer(t *testing.T, handler http.Handler) (*httptest.Server, *OllamaClient) {
+	t.Helper()
+	server := httptest.NewServer(handler)
+
+	host, err := url.Parse(server.URL)
+	if err != nil {
+		t.Fatalf("failed to parse test server URL: %v", err)
+	}
+
+	client := New(host, http.DefaultClient, "test-embed", "test-style")
+	return server, client
+}
+
+// ============================================================================
+// EmbedTexts Tests
+// ============================================================================
+
 func TestEmbedTexts(t *testing.T) {
+	type embedRequest struct {
+		Model  string `json:"model"`
+		Prompt string `json:"prompt"`
+	}
+
+	var mu sync.Mutex
+	var receivedRequests []embedRequest
+
 	mux := http.NewServeMux()
 	mux.HandleFunc("/api/embeddings", func(w http.ResponseWriter, r *http.Request) {
+		// 1. Validate HTTP Method
+		if r.Method != http.MethodPost {
+			t.Errorf("expected method POST, got %s", r.Method)
+			http.Error(w, "method not allowed", http.StatusMethodNotAllowed)
+			return
+		}
+
+		// 2. Validate Headers
+		if !strings.HasPrefix(r.Header.Get("Content-Type"), "application/json") {
+			t.Errorf("expected Content-Type application/json, got %q", r.Header.Get("Content-Type"))
+			http.Error(w, "invalid content-type", http.StatusBadRequest)
+			return
+		}
+
+		// 3. Validate Request Payload
+		var req embedRequest
+		if err := json.NewDecoder(r.Body).Decode(&req); err != nil {
+			t.Errorf("failed to decode request body: %v", err)
+			http.Error(w, "bad request", http.StatusBadRequest)
+			return
+		}
+
+		if req.Model != "test-embed" {
+			t.Errorf("expected model 'test-embed', got %q", req.Model)
+		}
+
+		mu.Lock()
+		receivedRequests = append(receivedRequests, req)
+		mu.Unlock()
+
+		// 4. Return valid response
 		w.Header().Set("Content-Type", "application/json")
-		w.Write([]byte(`{"embedding":[0.1,0.2,0.3]}`))
+		_ = json.NewEncoder(w).Encode(map[string]any{
+			"embedding": []float64{0.1, 0.2, 0.3},
+		})
 	})
 
-	server := httptest.NewServer(mux)
+	server, client := setupTestServer(t, mux)
 	defer server.Close()
 
-	host, _ := url.Parse(server.URL)
-	client := New(context.Background(), host, http.DefaultClient, "test-embed", "test-style")
-
 	posts := []clustering.Item{
 		{ID: "1", Text: "hello", Embedding: nil},
 		{ID: "2", Text: "world", Embedding: nil},
@@ -33,177 +95,291 @@ func TestEmbedTexts(t *testing.T) {
 		t.Fatalf("EmbedTexts failed: %v", err)
 	}
 
+	// Verify outgoing requests: ensure both prompts were sent
+	mu.Lock()
+	if len(receivedRequests) != 2 {
+		t.Errorf("expected 2 HTTP requests, got %d", len(receivedRequests))
+	}
+	promptsReceived := map[string]bool{}
+	for _, req := range receivedRequests {
+		promptsReceived[req.Prompt] = true
+	}
+	mu.Unlock()
+
+	if !promptsReceived["hello"] || !promptsReceived["world"] {
+		t.Errorf("expected prompts 'hello' and 'world' to be sent, got: %+v", receivedRequests)
+	}
+
+	// Verify parsed results
 	if len(embeddings) != 2 {
 		t.Fatalf("expected 2 embeddings, got %d", len(embeddings))
 	}
-
 	for i, emb := range embeddings {
 		if len(emb) != 3 {
-			t.Errorf("embedding %d has wrong dim: %d", i, len(emb))
+			t.Errorf("embedding %d has wrong dimension: %d", i, len(emb))
 		}
 		if emb[0] != 0.1 || emb[1] != 0.2 || emb[2] != 0.3 {
-			t.Errorf("embedding %d wrong values: %v", i, emb)
+			t.Errorf("embedding %d has wrong values: %v", i, emb)
 		}
 	}
 }
 
-func TestEmbedTexts_Error(t *testing.T) {
-	mux := http.NewServeMux()
-	mux.HandleFunc("/api/embeddings", func(w http.ResponseWriter, r *http.Request) {
-		w.WriteHeader(http.StatusInternalServerError)
-		w.Write([]byte("server error"))
-	})
-
-	server := httptest.NewServer(mux)
-	defer server.Close()
-
-	host, _ := url.Parse(server.URL)
-	client := New(context.Background(), host, http.DefaultClient, "test-embed", "test-style")
-
-	posts := []clustering.Item{{ID: "1", Text: "hello", Embedding: nil}}
-
-	_, err := client.EmbedTexts(context.Background(), posts)
-	if err == nil {
-		t.Fatal("expected error from failing server")
-	}
-}
-
-func TestSummarizeStyle(t *testing.T) {
-	mux := http.NewServeMux()
-	mux.HandleFunc("/api/generate", func(w http.ResponseWriter, r *http.Request) {
-		flusher, ok := w.(http.Flusher)
-		if !ok {
-			t.Fatal("response writer doesn't support flushing")
-		}
-		w.Header().Set("Content-Type", "application/x-ndjson")
-		// Stream response as newline-delimited JSON
-		w.Write([]byte(`{"response":"Style summary: "}` + "\n"))
-		if flusher != nil {
-			flusher.Flush()
-		}
-		w.Write([]byte(`{"response":"concise and clear."}` + "\n"))
-	})
-
-	server := httptest.NewServer(mux)
-	defer server.Close()
-
-	host, _ := url.Parse(server.URL)
-	client := New(context.Background(), host, http.DefaultClient, "test-embed", "test-style")
-
-	posts := []clustering.Item{
-		{ID: "1", Text: "First post", Embedding: nil},
-		{ID: "2", Text: "Second post", Embedding: nil},
-	}
-
-	summary, err := client.SummarizeStyle(context.Background(), posts)
-	if err != nil {
-		t.Fatalf("SummarizeStyle failed: %v", err)
-	}
-
-	if summary != "Style summary: concise and clear." {
-		t.Errorf("unexpected summary: %q", summary)
-	}
-}
-
-func TestSummarizeStyle_Error(t *testing.T) {
-	mux := http.NewServeMux()
-	mux.HandleFunc("/api/generate", func(w http.ResponseWriter, r *http.Request) {
-		w.WriteHeader(http.StatusInternalServerError)
-		w.Write([]byte("server error"))
-	})
-
-	server := httptest.NewServer(mux)
-	defer server.Close()
-
-	host, _ := url.Parse(server.URL)
-	client := New(context.Background(), host, http.DefaultClient, "test-embed", "test-style")
-
-	posts := []clustering.Item{{ID: "1", Text: "hello", Embedding: nil}}
-
-	_, err := client.SummarizeStyle(context.Background(), posts)
-	if err == nil {
-		t.Fatal("expected error from failing server")
-	}
-}
-
-func TestSummarizeStyle_Streaming(t *testing.T) {
-	callCount := 0
-	mux := http.NewServeMux()
-	mux.HandleFunc("/api/generate", func(w http.ResponseWriter, r *http.Request) {
-		callCount++
-		flusher, ok := w.(http.Flusher)
-		if !ok {
-			t.Fatal("response writer doesn't support flushing")
-		}
-		w.Header().Set("Content-Type", "application/x-ndjson")
-		// Simulate streaming response
-		w.Write([]byte(`{"response":"part1"}` + "\n"))
-		if flusher != nil {
-			flusher.Flush()
-		}
-		w.Write([]byte(`{"response":"part2"}` + "\n"))
-		if flusher != nil {
-			flusher.Flush()
-		}
-		w.Write([]byte(`{"response":"part3","done":true}` + "\n"))
-	})
-
-	server := httptest.NewServer(mux)
-	defer server.Close()
-
-	host, _ := url.Parse(server.URL)
-	client := New(context.Background(), host, http.DefaultClient, "test-embed", "test-style")
-
-	posts := []clustering.Item{{ID: "1", Text: "test", Embedding: nil}}
-
-	summary, err := client.SummarizeStyle(context.Background(), posts)
-	if err != nil {
-		t.Fatalf("SummarizeStyle failed: %v", err)
-	}
-
-	if summary != "part1part2part3" {
-		t.Errorf("streaming summary = %q, want %q", summary, "part1part2part3")
-	}
-
-	if callCount != 1 {
-		t.Errorf("generate endpoint called %d times, want 1", callCount)
-	}
-}
-
 func TestEmbedTexts_EmptyInput(t *testing.T) {
 	mux := http.NewServeMux()
 	mux.HandleFunc("/api/embeddings", func(w http.ResponseWriter, r *http.Request) {
-		t.Fatal("embeddings endpoint should not be called for empty input")
+		t.Error("embeddings endpoint should not be called when input is empty")
+		http.Error(w, "should not be called", http.StatusInternalServerError)
 	})
 
-	server := httptest.NewServer(mux)
+	server, client := setupTestServer(t, mux)
 	defer server.Close()
 
-	host, _ := url.Parse(server.URL)
-	client := New(context.Background(), host, http.DefaultClient, "test-embed", "test-style")
-
 	embeddings, err := client.EmbedTexts(context.Background(), []clustering.Item{})
 	if err != nil {
 		t.Fatalf("EmbedTexts with empty input failed: %v", err)
 	}
 
 	if len(embeddings) != 0 {
-		t.Errorf("expected empty embeddings, got %d", len(embeddings))
+		t.Errorf("expected 0 embeddings, got %d", len(embeddings))
+	}
+}
+
+func TestEmbedTexts_Error(t *testing.T) {
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/embeddings", func(w http.ResponseWriter, r *http.Request) {
+		w.WriteHeader(http.StatusInternalServerError)
+		_, _ = w.Write([]byte(`{"error": "model test-embed not found"}`))
+	})
+
+	server, client := setupTestServer(t, mux)
+	defer server.Close()
+
+	posts := []clustering.Item{{ID: "1", Text: "hello"}}
+
+	_, err := client.EmbedTexts(context.Background(), posts)
+	if err == nil {
+		t.Fatal("expected error from failing server, got nil")
+	}
+}
+
+func TestEmbedTexts_ContextCanceled(t *testing.T) {
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/embeddings", func(w http.ResponseWriter, r *http.Request) {
+		// Hang until client cancels the request
+		<-r.Context().Done()
+	})
+
+	server, client := setupTestServer(t, mux)
+	defer server.Close()
+
+	ctx, cancel := context.WithCancel(context.Background())
+	cancel() // Cancel immediately
+
+	posts := []clustering.Item{{ID: "1", Text: "hello"}}
+	_, err := client.EmbedTexts(ctx, posts)
+	if err == nil {
+		t.Fatal("expected error due to canceled context, got nil")
+	}
+}
+
+func TestEmbedTexts_RetryThenSuccess(t *testing.T) {
+	var requests atomic.Int32
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/embeddings", func(w http.ResponseWriter, r *http.Request) {
+		if requests.Add(1) == 1 {
+			w.WriteHeader(http.StatusInternalServerError)
+			_, _ = w.Write([]byte(`{"error":"transient model load failure"}`))
+			return
+		}
+		w.Header().Set("Content-Type", "application/json")
+		_ = json.NewEncoder(w).Encode(map[string]any{
+			"embedding": []float64{9.9},
+		})
+	})
+
+	server, client := setupTestServer(t, mux)
+	defer server.Close()
+
+	posts := []clustering.Item{{ID: "1", Text: "hello"}}
+	embeddings, err := client.EmbedTexts(context.Background(), posts)
+	if err != nil {
+		t.Fatalf("EmbedTexts failed after transient error: %v", err)
+	}
+	if len(embeddings) != 1 || len(embeddings[0]) != 1 || embeddings[0][0] != 9.9 {
+		t.Fatalf("unexpected embeddings after retry: %v", embeddings)
+	}
+	if got := requests.Load(); got != 2 {
+		t.Errorf("expected 2 requests (1 failure + 1 retry), got %d", got)
+	}
+}
+
+func TestEmbedTexts_RetryExhausted(t *testing.T) {
+	var requests atomic.Int32
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/embeddings", func(w http.ResponseWriter, r *http.Request) {
+		requests.Add(1)
+		w.WriteHeader(http.StatusInternalServerError)
+		_, _ = w.Write([]byte(`{"error":"transient model load failure"}`))
+	})
+
+	server, client := setupTestServer(t, mux)
+	defer server.Close()
+
+	posts := []clustering.Item{{ID: "1", Text: "hello"}}
+	_, err := client.EmbedTexts(context.Background(), posts)
+	if err == nil {
+		t.Fatal("expected error after retries exhausted, got nil")
+	}
+	if got := requests.Load(); got != embedRetries+1 {
+		t.Errorf("expected %d attempts (initial + %d retries), got %d", embedRetries+1, embedRetries, got)
+	}
+}
+
+func TestEmbedTexts_ParallelOrder(t *testing.T) {
+	// Shake ordering: handler sleeps and varies the embedding by prompt length,
+	// so a naive (unordered) worker pool would misalign results.
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/embeddings", func(w http.ResponseWriter, r *http.Request) {
+		var req struct {
+			Prompt string `json:"prompt"`
+		}
+		if err := json.NewDecoder(r.Body).Decode(&req); err != nil {
+			t.Errorf("failed to decode request body: %v", err)
+			http.Error(w, "bad request", http.StatusBadRequest)
+			return
+		}
+		time.Sleep(30 * time.Millisecond)
+		w.Header().Set("Content-Type", "application/json")
+		_ = json.NewEncoder(w).Encode(map[string]any{
+			"embedding": []float64{float64(len(req.Prompt))},
+		})
+	})
+
+	server, client := setupTestServer(t, mux)
+	defer server.Close()
+
+	posts := make([]clustering.Item, 8)
+	want := make([]float64, 8)
+	for i := range posts {
+		posts[i] = clustering.Item{ID: fmt.Sprintf("%d", i), Text: strings.Repeat("x", i+1)}
+		want[i] = float64(i + 1)
+	}
+
+	embeddings, err := client.EmbedTexts(context.Background(), posts)
+	if err != nil {
+		t.Fatalf("EmbedTexts failed: %v", err)
+	}
+	if len(embeddings) != len(posts) {
+		t.Fatalf("expected %d embeddings, got %d", len(posts), len(embeddings))
+	}
+	for i, emb := range embeddings {
+		if len(emb) != 1 || emb[0] != want[i] {
+			t.Errorf("embedding %d out of order or wrong value: got %v, want %v", i, emb, want[i])
+		}
+	}
+}
+
+// ============================================================================
+// SummarizeStyle Tests
+// ============================================================================
+
+func TestSummarizeStyle(t *testing.T) {
+	type generateRequest struct {
+		Model  string `json:"model"`
+		Prompt string `json:"prompt"`
+	}
+
+	var reqBody generateRequest
+	callCount := 0
+
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/generate", func(w http.ResponseWriter, r *http.Request) {
+		callCount++
+
+		// 1. Validate HTTP Method
+		if r.Method != http.MethodPost {
+			t.Errorf("expected method POST, got %s", r.Method)
+			http.Error(w, "method not allowed", http.StatusMethodNotAllowed)
+			return
+		}
+
+		// 2. Validate Headers
+		if !strings.HasPrefix(r.Header.Get("Content-Type"), "application/json") {
+			t.Errorf("expected Content-Type application/json, got %q", r.Header.Get("Content-Type"))
+			http.Error(w, "invalid content-type", http.StatusBadRequest)
+			return
+		}
+
+		// 3. Validate Request Payload
+		if err := json.NewDecoder(r.Body).Decode(&reqBody); err != nil {
+			t.Errorf("failed to decode request body: %v", err)
+			http.Error(w, "bad request", http.StatusBadRequest)
+			return
+		}
+
+		if reqBody.Model != "test-style" {
+			t.Errorf("expected model 'test-style', got %q", reqBody.Model)
+		}
+
+		// Ensure the prompt includes input text
+		if !strings.Contains(reqBody.Prompt, "First post") || !strings.Contains(reqBody.Prompt, "Second post") {
+			t.Errorf("prompt missing post contents: %q", reqBody.Prompt)
+		}
+
+		// 4. Stream NDJSON Response
+		flusher, ok := w.(http.Flusher)
+		if !ok {
+			t.Error("ResponseWriter is not a Flusher")
+			return
+		}
+
+		w.Header().Set("Content-Type", "application/x-ndjson")
+
+		chunks := []string{
+			`{"response":"Style summary: "}` + "\n",
+			`{"response":"concise and "}` + "\n",
+			`{"response":"clear.","done":true}` + "\n",
+		}
+
+		for _, chunk := range chunks {
+			_, _ = w.Write([]byte(chunk))
+			flusher.Flush()
+		}
+	})
+
+	server, client := setupTestServer(t, mux)
+	defer server.Close()
+
+	posts := []clustering.Item{
+		{ID: "1", Text: "First post"},
+		{ID: "2", Text: "Second post"},
+	}
+
+	summary, err := client.SummarizeStyle(context.Background(), posts)
+	if err != nil {
+		t.Fatalf("SummarizeStyle failed: %v", err)
+	}
+
+	expected := "Style summary: concise and clear."
+	if summary != expected {
+		t.Errorf("got summary %q, want %q", summary, expected)
+	}
+
+	if callCount != 1 {
+		t.Errorf("expected 1 call to /api/generate, got %d", callCount)
 	}
 }
 
 func TestSummarizeStyle_EmptyInput(t *testing.T) {
 	mux := http.NewServeMux()
 	mux.HandleFunc("/api/generate", func(w http.ResponseWriter, r *http.Request) {
-		t.Fatal("generate endpoint should not be called for empty input")
+		t.Error("generate endpoint should not be called when input is empty")
+		http.Error(w, "should not be called", http.StatusInternalServerError)
 	})
 
-	server := httptest.NewServer(mux)
+	server, client := setupTestServer(t, mux)
 	defer server.Close()
 
-	host, _ := url.Parse(server.URL)
-	client := New(context.Background(), host, http.DefaultClient, "test-embed", "test-style")
-
 	summary, err := client.SummarizeStyle(context.Background(), []clustering.Item{})
 	if err != nil {
 		t.Fatalf("SummarizeStyle with empty input failed: %v", err)
@@ -213,3 +389,128 @@ func TestSummarizeStyle_EmptyInput(t *testing.T) {
 		t.Errorf("expected empty summary, got %q", summary)
 	}
 }
+
+func TestSummarizeStyle_Error(t *testing.T) {
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/generate", func(w http.ResponseWriter, r *http.Request) {
+		w.WriteHeader(http.StatusInternalServerError)
+		_, _ = w.Write([]byte(`{"error":"internal model failure"}`))
+	})
+
+	server, client := setupTestServer(t, mux)
+	defer server.Close()
+
+	posts := []clustering.Item{{ID: "1", Text: "hello"}}
+
+	_, err := client.SummarizeStyle(context.Background(), posts)
+	if err == nil {
+		t.Fatal("expected error from failing server, got nil")
+	}
+}
+
+func TestSummarizeStyle_MalformedJSONStream(t *testing.T) {
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/generate", func(w http.ResponseWriter, r *http.Request) {
+		flusher, _ := w.(http.Flusher)
+		w.Header().Set("Content-Type", "application/x-ndjson")
+
+		// First line is valid JSON, second is corrupt
+		_, _ = w.Write([]byte(`{"response":"valid part"}` + "\n"))
+		if flusher != nil {
+			flusher.Flush()
+		}
+		_, _ = w.Write([]byte(`{corrupt_json` + "\n"))
+	})
+
+	server, client := setupTestServer(t, mux)
+	defer server.Close()
+
+	posts := []clustering.Item{{ID: "1", Text: "hello"}}
+
+	_, err := client.SummarizeStyle(context.Background(), posts)
+	if err == nil {
+		t.Fatal("expected error on malformed JSON stream, got nil")
+	}
+}
+
+func TestSummarizeStyle_ContextCanceled(t *testing.T) {
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/generate", func(w http.ResponseWriter, r *http.Request) {
+		flusher, _ := w.(http.Flusher)
+		w.Header().Set("Content-Type", "application/x-ndjson")
+
+		// Send initial chunk
+		_, _ = w.Write([]byte(`{"response":"waiting..."}` + "\n"))
+		if flusher != nil {
+			flusher.Flush()
+		}
+
+		// Wait until client context cancels
+		<-r.Context().Done()
+	})
+
+	server, client := setupTestServer(t, mux)
+	defer server.Close()
+
+	ctx, cancel := context.WithTimeout(context.Background(), 50*time.Millisecond)
+	defer cancel()
+
+	posts := []clustering.Item{{ID: "1", Text: "hello"}}
+
+	_, err := client.SummarizeStyle(ctx, posts)
+	if err == nil {
+		t.Fatal("expected error on canceled context, got nil")
+	}
+}
+
+func TestSummarizeStyle_StreamNeverCompletes(t *testing.T) {
+	// Streaming ends without a done:true chunk (simulates a dropped connection
+	// or the http.Client timeout firing mid-generation).
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/generate", func(w http.ResponseWriter, r *http.Request) {
+		flusher, _ := w.(http.Flusher)
+		w.Header().Set("Content-Type", "application/x-ndjson")
+		_, _ = w.Write([]byte(`{"response":"partial answer"}` + "\n"))
+		if flusher != nil {
+			flusher.Flush()
+		}
+	}) // handler returns without ever writing done:true
+
+	server, client := setupTestServer(t, mux)
+	defer server.Close()
+
+	posts := []clustering.Item{{ID: "1", Text: "hello"}}
+
+	_, err := client.SummarizeStyle(context.Background(), posts)
+	if err == nil {
+		t.Fatal("expected error when stream ends without completion, got nil")
+	}
+	if !strings.Contains(err.Error(), "ended before completion") {
+		t.Errorf("expected 'ended before completion' error, got %v", err)
+	}
+}
+
+func TestSummarizeStyle_LengthTruncated(t *testing.T) {
+	mux := http.NewServeMux()
+	mux.HandleFunc("/api/generate", func(w http.ResponseWriter, r *http.Request) {
+		flusher, _ := w.(http.Flusher)
+		w.Header().Set("Content-Type", "application/x-ndjson")
+		_, _ = w.Write([]byte(`{"response":"summary...","done":true,"done_reason":"length"}` + "\n"))
+		if flusher != nil {
+			flusher.Flush()
+		}
+	})
+
+	server, client := setupTestServer(t, mux)
+	defer server.Close()
+
+	posts := []clustering.Item{{ID: "1", Text: "hello"}}
+
+	_, err := client.SummarizeStyle(context.Background(), posts)
+	if err == nil {
+		t.Fatal("expected error when response is truncated at context limit, got nil")
+	}
+	if !strings.Contains(err.Error(), "truncated") {
+		t.Errorf("expected 'truncated' error, got %v", err)
+	}
+}

internal/server/actors.go

@@ -7,16 +7,16 @@ import (
 	"sync"
 )
 
-func (s *Server) searchActorsAll(ctx context.Context, query string, limit int) ([]ActorProfile, error) {
+func (s *Server) searchActorsAll(ctx context.Context, query string, limit int) ([]*ActorProfile, error) {
 	var (
 		mu      sync.Mutex
-		results []ActorProfile
+		results []*ActorProfile
 		wg      sync.WaitGroup
 		errMu   sync.Mutex
 		errs    []error
 		success int
 	)
-	call := func(fn func(context.Context, string, int) ([]ActorProfile, error)) {
+	call := func(fn func(context.Context, string, int) ([]*ActorProfile, error)) {
 		defer wg.Done()
 		r, err := fn(ctx, query, limit)
 		if err != nil {
@@ -44,9 +44,9 @@ func (s *Server) searchActorsAll(ctx context.Context, query string, limit int) (
 // dedupeActors removes near-duplicate profiles across platforms. Two results are considered
 // the same person when they share a normalized handle (the '@' and any instance/host stripped,
 // lower-cased) or a normalized display name. The first occurrence wins.
-func dedupeActors(in []ActorProfile) []ActorProfile {
+func dedupeActors(in []*ActorProfile) []*ActorProfile {
 	seen := make(map[string]struct{}, len(in))
-	out := make([]ActorProfile, 0, len(in))
+	out := make([]*ActorProfile, 0, len(in))
 	for _, p := range in {
 		key := normalizeHandle(p.Handle)
 		if key == "" {

internal/server/analytics.go

@@ -152,14 +152,19 @@ func (s *Server) computeAnalytics(ctx context.Context, args AnalyticsRequest, to
 		return nil, fmt.Errorf("invalid time range: %w", err)
 	}
 
-	platforms := []string{}
+	var platforms []string
 	if args.Platform != "" {
 		platforms = []string{args.Platform}
 	} else {
-		// Twitter is included by default - the API costs it incurs are passed
+		// Twitter is included by default only when the API is enabled: the API
-		// on to the caller through the paid tool pricing, so aggregating over
+		// costs it incurs are passed on to the caller through the upto pricing
-		// it does not run the server at a loss.
+		// of these tools (see registerTools), so aggregating over it does not
-		platforms = []string{"Twitter", "Bluesky", "ActivityPub", "Nostr"}
+		// run the server at a loss. When no bearer token is configured there is
+		// no Twitter to aggregate over.
+		platforms = []string{"Bluesky", "ActivityPub", "Nostr"}
+		if s.twitterEnabled {
+			platforms = append(platforms, "Twitter")
+		}
 	}
 
 	timeRangeHash := hashTimeRange(start, end, limit)
@@ -175,12 +180,13 @@ func (s *Server) computeAnalytics(ctx context.Context, args AnalyticsRequest, to
 
 	if cached, ok := s.getAnalyticsCache(ctx, args.Author, cachePlatform, toolName, timeRangeHash); ok {
 		var cachedResult json.RawMessage
-		json.Unmarshal(cached, &cachedResult)
+		_ = json.Unmarshal(cached, &cachedResult)
 		return s.toToolResult(cachedResult)
 	}
 
 	// Fetch posts from all platforms
 	var allPosts []clustering.Item
+	twitterPosts := 0
 	for _, p := range platforms {
 		plat, ok := platformFromString(p)
 		if !ok {
@@ -192,6 +198,9 @@ func (s *Server) computeAnalytics(ctx context.Context, args AnalyticsRequest, to
 			continue
 		}
 		allPosts = append(allPosts, posts...)
+		if plat == Twitter {
+			twitterPosts += len(posts)
+		}
 	}
 
 	if len(allPosts) == 0 {
@@ -203,14 +212,40 @@ func (s *Server) computeAnalytics(ctx context.Context, args AnalyticsRequest, to
 	if err != nil {
 		return nil, err
 	}
+	result = setAnalyticsTwitterPostCount(result, twitterPosts)
 
 	// Cache the result under the matching scope key.
 	ttl := s.getCacheTTL(toolName)
-	s.setAnalyticsCache(ctx, args.Author, cachePlatform, toolName, timeRangeHash, result, ttl)
+	_ = s.setAnalyticsCache(ctx, args.Author, cachePlatform, toolName, timeRangeHash, result, ttl)
 
 	return s.toToolResult(result)
 }
 
+// setAnalyticsTwitterPostCount records how many posts in an analytics result
+// were sourced from the Twitter API, so upto-scheme settlement can pass the
+// realized Twitter costs on to the caller. Unknown result types are returned
+// unchanged.
+func setAnalyticsTwitterPostCount(result any, count int) any {
+	switch v := result.(type) {
+	case EngagementMetricsResponse:
+		v.TwitterPostCount = count
+		return v
+	case PostingPatternsResponse:
+		v.TwitterPostCount = count
+		return v
+	case TopicModelingResponse:
+		v.TwitterPostCount = count
+		return v
+	case SentimentTrendsResponse:
+		v.TwitterPostCount = count
+		return v
+	case EngagementDriversResponse:
+		v.TwitterPostCount = count
+		return v
+	}
+	return result
+}
+
 func (s *Server) fetchAnalyticsPosts(ctx context.Context, platform platform, author string, start, end time.Time, limit int) ([]clustering.Item, error) {
 	posts, err := s.fetchPostsInTimeForAnalytics(ctx, platform, author, start, end, limit)
 	if err != nil {
@@ -598,20 +633,16 @@ func (s *Server) clusterPosts(ctx context.Context, posts []clustering.Item) ([]T
 		return []TopicCluster{}, map[string]string{}, nil
 	}
 
-	// Use embeddings from ollama for clustering
 	items := posts
-	// We need embeddings for clustering - compute them
 	embeddings, err := s.ollama.EmbedTexts(ctx, items)
 	if err != nil {
 		return nil, nil, fmt.Errorf("failed to compute embeddings: %w", err)
 	}
 
-	// Update items with embeddings
 	for i := range items {
 		items[i].Embedding = embeddings[i]
 	}
 
-	// Determine optimal number of topics
 	topicCount := maxTopicCount
 	if len(items) < maxTopicCount {
 		topicCount = len(items)
@@ -620,7 +651,6 @@ func (s *Server) clusterPosts(ctx context.Context, posts []clustering.Item) ([]T
 		topicCount = minTopicCount
 	}
 
-	// Run KMeans
 	results, err := clustering.KMeans(items, topicCount, 50, 42)
 	if err != nil {
 		return nil, nil, fmt.Errorf("kmeans failed: %w", err)
@@ -634,7 +664,6 @@ func (s *Server) clusterPosts(ctx context.Context, posts []clustering.Item) ([]T
 			continue
 		}
 
-		// Collect sample texts for labeling
 		var samples []string
 		for _, item := range cluster.Items {
 			if len(samples) >= 3 {
@@ -782,8 +811,7 @@ func (s *Server) computeSentimentTrends(ctx context.Context, args AnalyticsReque
 }
 
 func (s *Server) computeEngagementDrivers(ctx context.Context, args AnalyticsRequest, posts []clustering.Item) (any, error) {
-	// Topic modeling first, getting post->topic membership so we can correlate
+	// Topic modeling first, getting post->topic membership for correlation.
-	// each topic with the engagement of its member posts.
 	topics, membership, err := s.clusterPosts(ctx, posts)
 	if err != nil {
 		return nil, err
@@ -801,8 +829,7 @@ func (s *Server) computeEngagementDrivers(ctx context.Context, args AnalyticsReq
 		topicEngagement[label] = append(topicEngagement[label], total)
 	}
 
-	// Baseline is the mean engagement across all posts, used as the comparison
+	// Baseline is the mean engagement across all posts, for comparison.
-	// point for relevance ranking.
 	var allEngagement []float64
 	for _, post := range posts {
 		allEngagement = append(allEngagement, float64(post.Likes+post.Reposts+post.Replies+post.Quotes))
@@ -813,9 +840,6 @@ func (s *Server) computeEngagementDrivers(ctx context.Context, args AnalyticsReq
 	for _, topic := range topics {
 		values := topicEngagement[topic.Label]
 		topicMean := mean(values)
-		// Correlation is the normalized difference between the topic's mean
-		// engagement and the overall baseline: positive when the topic draws
-		// above-average engagement, negative when below. Bounded to [-1, 1].
 		correlation := 0.0
 		if denom := topicMean + baseline; denom > 0 {
 			correlation = (topicMean - baseline) / denom
@@ -911,7 +935,7 @@ Texts:
 		Neutral  float64        `json:"neutral"`
 		Emotions map[string]int `json:"emotions"`
 	}
-	json.Unmarshal([]byte(resp), &result)
+	_ = json.Unmarshal([]byte(resp), &result)
 
 	// Normalize
 	sum := result.Positive + result.Negative + result.Neutral

internal/server/analytics_test.go

@@ -9,6 +9,7 @@ import (
 
 	"github.com/nacorid/naco-api/internal/activitypub"
 	"github.com/nacorid/naco-api/internal/clustering"
+	"github.com/nacorid/naco-api/internal/twitter"
 )
 
 var errSome = fmt.Errorf("some error")
@@ -16,8 +17,8 @@ var errSome = fmt.Errorf("some error")
 func analyticsAPPosts() *fakeAP {
 	base := time.Date(2024, 1, 10, 12, 0, 0, 0, time.UTC)
 	return &fakeAP{posts: []*activitypub.Post{
-		{ID: "p1", Author: "@a@mastodon.social", Content: "first post", Text: "first post", CreatedAt: base},
+		{ID: "p1", Author: "@a@mastodon.social", Content: "first post", CreatedAt: base},
-		{ID: "p2", Author: "@a@mastodon.social", Content: "second post", Text: "second post", CreatedAt: base.Add(time.Hour)},
+		{ID: "p2", Author: "@a@mastodon.social", Content: "second post", CreatedAt: base.Add(time.Hour)},
 	}}
 }
 
@@ -141,6 +142,54 @@ func TestAnalyticsPartialPlatformFailureTolerated(t *testing.T) {
 	}
 }
 
+// TestAnalyticsTwitterPostCount verifies the response reports how many posts
+// were sourced from the Twitter API, so upto-scheme settlement can charge the
+// realized Twitter API costs.
+func TestAnalyticsTwitterPostCount(t *testing.T) {
+	tw := &fakeTwitter{posts: []*twitter.Post{
+		{ID: "t1", Content: "first tweet", CreatedAt: time.Date(2024, 1, 11, 12, 0, 0, 0, time.UTC)},
+		{ID: "t2", Content: "second tweet", CreatedAt: time.Date(2024, 1, 12, 12, 0, 0, 0, time.UTC)},
+		{ID: "t3", Content: "third tweet", CreatedAt: time.Date(2024, 1, 13, 12, 0, 0, 0, time.UTC)},
+	}}
+	st := newFakeStore()
+	s := newServerWith(&fakeBluesky{}, analyticsAPPosts(), &fakeNostr{}, tw, st, &fakeOllama{})
+
+	res, err := callTool(s, "getEngagementMetrics", AnalyticsRequest{
+		Author:    "@alice",
+		StartTime: "2024-01-01T00:00:00Z",
+		EndTime:   "2024-12-31T00:00:00Z",
+		Platform:  "Twitter",
+	})
+	if err != nil {
+		t.Fatalf("getEngagementMetrics error: %v", err)
+	}
+	var out EngagementMetricsResponse
+	if err := jsonUnmarshal(t, textOf(t, res), &out); err != nil {
+		t.Fatalf("unmarshal: %v", err)
+	}
+	if out.TwitterPostCount != 3 {
+		t.Fatalf("expected TwitterPostCount 3, got %d", out.TwitterPostCount)
+	}
+
+	// A non-Twitter platform reports 0 and the default aggregate excludes
+	// Twitter when the API is not enabled (twitterEnabled=false in tests).
+	res, err = callTool(s, "getEngagementMetrics", AnalyticsRequest{
+		Author:    "@a@mastodon.social",
+		StartTime: "2024-01-01T00:00:00Z",
+		EndTime:   "2024-12-31T00:00:00Z",
+		Platform:  "ActivityPub",
+	})
+	if err != nil {
+		t.Fatalf("getEngagementMetrics error: %v", err)
+	}
+	if err := jsonUnmarshal(t, textOf(t, res), &out); err != nil {
+		t.Fatalf("unmarshal: %v", err)
+	}
+	if out.TwitterPostCount != 0 {
+		t.Fatalf("expected TwitterPostCount 0 for ActivityPub, got %d", out.TwitterPostCount)
+	}
+}
+
 // ---- pure compute functions ----
 
 func TestComputePostingPatterns(t *testing.T) {

internal/server/auth.go

@@ -2,7 +2,7 @@ package server
 
 import (
 	"context"
-	"crypto/ecdsa"
+	"crypto"
 	"crypto/ed25519"
 	"crypto/rand"
 	"crypto/x509"
@@ -20,7 +20,7 @@ import (
 
 type CDPAuth struct {
 	keyName       string
-	privateKey    interface{} // *ecdsa.PrivateKey or ed25519.PrivateKey
+	privateKey    crypto.Signer
 	signingMethod jwt.SigningMethod
 }
 
@@ -36,13 +36,12 @@ func NewCDPAuth(keyName, privateKeyPEM string) (*CDPAuth, error) {
 	// Convert to real newlines before decoding; idempotent if already multiline.
 	privateKeyPEM = strings.ReplaceAll(privateKeyPEM, "\\n", "\n")
 
-	// Check if it's a base64-encoded Ed25519 key (64 bytes)
+	// Check if it's a base64-encoded Ed25519 key (64 bytes).
-	if isValidEd25519Key(privateKeyPEM) {
+	decoded, err := base64.StdEncoding.DecodeString(privateKeyPEM)
-		decoded, _ := base64.StdEncoding.DecodeString(privateKeyPEM)
+	if err == nil && len(decoded) == 64 {
-		privateKey := ed25519.PrivateKey(decoded)
 		return &CDPAuth{
 			keyName:       keyName,
-			privateKey:    privateKey,
+			privateKey:    ed25519.PrivateKey(decoded),
 			signingMethod: jwt.SigningMethodEdDSA,
 		}, nil
 	}
@@ -66,15 +65,6 @@ func NewCDPAuth(keyName, privateKeyPEM string) (*CDPAuth, error) {
 	}, nil
 }
 
-// isValidEd25519Key checks if a string is a valid base64-encoded Ed25519 private key (64 bytes).
-func isValidEd25519Key(str string) bool {
-	decoded, err := base64.StdEncoding.DecodeString(str)
-	if err != nil {
-		return false
-	}
-	return len(decoded) == 64
-}
-
 func (a *CDPAuth) generateBearerToken(method, path string) (string, error) {
 	nonceBytes := make([]byte, 16)
 	if _, err := rand.Read(nonceBytes); err != nil {
@@ -101,10 +91,8 @@ func (a *CDPAuth) generateBearerToken(method, path string) (string, error) {
 	var err error
 
 	switch a.signingMethod {
-	case jwt.SigningMethodES256:
+	case jwt.SigningMethodES256, jwt.SigningMethodEdDSA:
-		signedToken, err = token.SignedString(a.privateKey.(*ecdsa.PrivateKey))
+		signedToken, err = token.SignedString(a.privateKey)
-	case jwt.SigningMethodEdDSA:
-		signedToken, err = token.SignedString(a.privateKey.(ed25519.PrivateKey))
 	default:
 		return "", fmt.Errorf("unsupported signing method: %v", a.signingMethod)
 	}

internal/server/backends.go

@@ -26,15 +26,15 @@ type blueskyBackend interface {
 	GetFeed(ctx context.Context, feedURI string, limit int) (*bsky.FeedGetFeed_Output, error)
 	ResolveUser(ctx context.Context, user string) (syntax.DID, error)
 	GetActor(ctx context.Context, author string) (*actor.Profile, error)
-	SearchActors(ctx context.Context, query string, limit int) ([]actor.Profile, error)
+	SearchActors(ctx context.Context, query string, limit int) ([]*actor.Profile, error)
 }
 
 type apBackend interface {
 	GetPost(ctx context.Context, postID string) (*activitypub.Post, error)
 	GetLatestNPosts(ctx context.Context, actor string, limit int) ([]*activitypub.Post, error)
-	GetPostsInTimeframe(ctx context.Context, actor string, start, end time.Time, limit int) ([]activitypub.Post, error)
+	GetPostsInTimeframe(ctx context.Context, actor string, start, end time.Time, limit int) ([]*activitypub.Post, error)
 	GetActor(ctx context.Context, author string) (*actor.Profile, error)
-	SearchActors(ctx context.Context, query string, limit int) ([]actor.Profile, error)
+	SearchActors(ctx context.Context, query string, limit int) ([]*actor.Profile, error)
 }
 
 type nostrBackend interface {
@@ -42,7 +42,7 @@ type nostrBackend interface {
 	GetLatestNPosts(ctx context.Context, actor string, limit int) ([]*nostr.Post, error)
 	GetPostsInTimeframe(ctx context.Context, actor string, start, end time.Time, limit int) ([]*nostr.Post, error)
 	GetActor(ctx context.Context, author string) (*actor.Profile, error)
-	SearchActors(ctx context.Context, query string, limit int) ([]actor.Profile, error)
+	SearchActors(ctx context.Context, query string, limit int) ([]*actor.Profile, error)
 }
 
 type twitterBackend interface {

internal/server/cache.go

@@ -6,6 +6,7 @@ import (
 )
 
 const postCacheTTL = 5 * time.Minute
+const postCacheMaxItems = 10000
 
 type ttlCacheEntry struct {
 	value any
@@ -13,15 +14,17 @@ type ttlCacheEntry struct {
 }
 
 type ttlCache struct {
-	mu    sync.Mutex
+	mu       sync.Mutex
-	items map[string]ttlCacheEntry
+	items    map[string]ttlCacheEntry
-	ttl   time.Duration
+	ttl      time.Duration
+	maxItems int
 }
 
 func newTTLCache(ttl time.Duration) *ttlCache {
 	return &ttlCache{
-		items: make(map[string]ttlCacheEntry),
+		items:    make(map[string]ttlCacheEntry),
-		ttl:   ttl,
+		ttl:      ttl,
+		maxItems: postCacheMaxItems,
 	}
 }
 
@@ -42,6 +45,22 @@ func (c *ttlCache) get(key string) (any, bool) {
 func (c *ttlCache) set(key string, value any) {
 	c.mu.Lock()
 	defer c.mu.Unlock()
+	if len(c.items) >= c.maxItems {
+		// Evict the oldest expired entry, or if none expired, the first one.
+		var oldestKey string
+		var oldestTime time.Time
+		first := true
+		for k, e := range c.items {
+			if first || e.exp.Before(oldestTime) {
+				oldestKey = k
+				oldestTime = e.exp
+				first = false
+			}
+		}
+		if oldestKey != "" {
+			delete(c.items, oldestKey)
+		}
+	}
 	c.items[key] = ttlCacheEntry{value: value, exp: time.Now().Add(c.ttl)}
 }
 
@@ -64,6 +83,6 @@ func cachedFetch[T any](c *ttlCache, key string, fetch func() (T, error)) (T, er
 }
 
 type latestCacheValue struct {
-	posts []GetPostResponsePost
+	posts []*GetPostResponsePost
 	aid   string
 }

internal/server/cache_version.go

@@ -8,6 +8,7 @@ const (
 
 // IsProfileStale returns true if the profile's versions are older than the current versions.
 // This is used to mark profiles stale for lazy recompute on the next request.
+// Currently all three version fields are 1 since this is the first version of the combination.
 func IsProfileStale(model, schema, algorithm int) bool {
 	return model != CurrentModelVersion ||
 		schema != CurrentSchemaVersion ||

internal/server/mcp_test.go

@@ -27,7 +27,7 @@ type fakeBluesky struct {
 	postView  *bsky.FeedDefs_PostView
 	feedViews []*bsky.FeedDefs_FeedViewPost
 	profile   *actor.Profile
-	actors    []actor.Profile
+	actors    []*actor.Profile
 	feedOut   *bsky.FeedGetFeed_Output
 	err       error
 	calls     int
@@ -76,7 +76,7 @@ func (f *fakeBluesky) GetActor(ctx context.Context, author string) (*actor.Profi
 	}
 	return f.profile, nil
 }
-func (f *fakeBluesky) SearchActors(ctx context.Context, query string, limit int) ([]actor.Profile, error) {
+func (f *fakeBluesky) SearchActors(ctx context.Context, query string, limit int) ([]*actor.Profile, error) {
 	f.calls++
 	f.lastLimit = limit
 	if f.err != nil {
@@ -89,7 +89,7 @@ type fakeAP struct {
 	post      *activitypub.Post
 	posts     []*activitypub.Post
 	profile   *actor.Profile
-	actors    []actor.Profile
+	actors    []*actor.Profile
 	err       error
 	calls     int
 	lastLimit int
@@ -109,15 +109,13 @@ func (f *fakeAP) GetLatestNPosts(ctx context.Context, actor string, limit int) (
 	}
 	return f.posts, nil
 }
-func (f *fakeAP) GetPostsInTimeframe(ctx context.Context, actor string, start, end time.Time, limit int) ([]activitypub.Post, error) {
+func (f *fakeAP) GetPostsInTimeframe(ctx context.Context, actor string, start, end time.Time, limit int) ([]*activitypub.Post, error) {
 	f.calls++
 	if f.err != nil {
 		return nil, f.err
 	}
-	out := make([]activitypub.Post, 0, len(f.posts))
+	out := make([]*activitypub.Post, 0, len(f.posts))
-	for _, p := range f.posts {
+	out = append(out, f.posts...)
-		out = append(out, *p)
-	}
 	return out, nil
 }
 func (f *fakeAP) GetActor(ctx context.Context, author string) (*actor.Profile, error) {
@@ -127,7 +125,7 @@ func (f *fakeAP) GetActor(ctx context.Context, author string) (*actor.Profile, e
 	}
 	return f.profile, nil
 }
-func (f *fakeAP) SearchActors(ctx context.Context, query string, limit int) ([]actor.Profile, error) {
+func (f *fakeAP) SearchActors(ctx context.Context, query string, limit int) ([]*actor.Profile, error) {
 	f.calls++
 	f.lastLimit = limit
 	if f.err != nil {
@@ -140,7 +138,7 @@ type fakeNostr struct {
 	post      *nostr.Post
 	posts     []*nostr.Post
 	profile   *actor.Profile
-	actors    []actor.Profile
+	actors    []*actor.Profile
 	err       error
 	calls     int
 	lastLimit int
@@ -174,7 +172,7 @@ func (f *fakeNostr) GetActor(ctx context.Context, author string) (*actor.Profile
 	}
 	return f.profile, nil
 }
-func (f *fakeNostr) SearchActors(ctx context.Context, query string, limit int) ([]actor.Profile, error) {
+func (f *fakeNostr) SearchActors(ctx context.Context, query string, limit int) ([]*actor.Profile, error) {
 	f.calls++
 	f.lastLimit = limit
 	if f.err != nil {
@@ -187,7 +185,7 @@ type fakeTwitter struct {
 	post    *twitter.Post
 	posts   []*twitter.Post
 	profile *actor.Profile
-	actors  []actor.Profile
+	actors  []*actor.Profile
 	err     error
 	calls   int
 }
@@ -220,7 +218,7 @@ func (f *fakeTwitter) GetActor(ctx context.Context, author string) (*actor.Profi
 	}
 	return f.profile, nil
 }
-func (f *fakeTwitter) SearchActors(ctx context.Context, query string, limit int) ([]actor.Profile, error) {
+func (f *fakeTwitter) SearchActors(ctx context.Context, query string, limit int) ([]*actor.Profile, error) {
 	f.calls++
 	if f.err != nil {
 		return nil, f.err
@@ -394,10 +392,10 @@ func TestGetActorDispatch(t *testing.T) {
 }
 
 func TestSearchActorsAllSucceed(t *testing.T) {
-	bsky := &fakeBluesky{actors: []actor.Profile{{Platform: "Bluesky", Handle: "a"}}}
+	bsky := &fakeBluesky{actors: []*actor.Profile{{Platform: "Bluesky", Handle: "a"}}}
-	ap := &fakeAP{actors: []actor.Profile{{Platform: "ActivityPub", Handle: "b"}}}
+	ap := &fakeAP{actors: []*actor.Profile{{Platform: "ActivityPub", Handle: "b"}}}
-	nstr := &fakeNostr{actors: []actor.Profile{{Platform: "Nostr", Handle: "c"}}}
+	nstr := &fakeNostr{actors: []*actor.Profile{{Platform: "Nostr", Handle: "c"}}}
-	tw := &fakeTwitter{actors: []actor.Profile{{Platform: "Twitter", Handle: "d"}}}
+	tw := &fakeTwitter{actors: []*actor.Profile{{Platform: "Twitter", Handle: "d"}}}
 	s := newTestServer(bsky, ap, nstr, tw)
 	res, err := callTool(s, "searchActors", SearchActorsRequest{Query: "alice", Limit: 10})
 	if err != nil {
@@ -425,8 +423,8 @@ func TestSearchActorsAllFail(t *testing.T) {
 
 func TestSearchActorsPartialSuccess(t *testing.T) {
 	bsky := &fakeBluesky{err: fmt.Errorf("boom")}
-	ap := &fakeAP{actors: []actor.Profile{{Platform: "ActivityPub", Handle: "b"}}}
+	ap := &fakeAP{actors: []*actor.Profile{{Platform: "ActivityPub", Handle: "b"}}}
-	nstr := &fakeNostr{actors: []actor.Profile{{Platform: "Nostr", Handle: "c"}}}
+	nstr := &fakeNostr{actors: []*actor.Profile{{Platform: "Nostr", Handle: "c"}}}
 	tw := &fakeTwitter{err: fmt.Errorf("boom")}
 	s := newTestServer(bsky, ap, nstr, tw)
 	res, err := callTool(s, "searchActors", SearchActorsRequest{Query: "alice"})
@@ -740,9 +738,9 @@ func TestGetActorTwitter(t *testing.T) {
 // ---- searchActors edge cases ----
 
 func TestSearchActorsLimitClamp(t *testing.T) {
-	bsky := &fakeBluesky{actors: []actor.Profile{{Platform: "Bluesky", Handle: "a"}}}
+	bsky := &fakeBluesky{actors: []*actor.Profile{{Platform: "Bluesky", Handle: "a"}}}
-	ap := &fakeAP{actors: []actor.Profile{{Platform: "ActivityPub", Handle: "b"}}}
+	ap := &fakeAP{actors: []*actor.Profile{{Platform: "ActivityPub", Handle: "b"}}}
-	nstr := &fakeNostr{actors: []actor.Profile{{Platform: "Nostr", Handle: "c"}}}
+	nstr := &fakeNostr{actors: []*actor.Profile{{Platform: "Nostr", Handle: "c"}}}
 	s := newTestServer(bsky, ap, nstr, &fakeTwitter{})
 
 	// Limit > 50 should be clamped to 50 in the backend call.
@@ -765,10 +763,10 @@ func TestSearchActorsLimitClamp(t *testing.T) {
 
 func TestSearchActorsTwitterExcludedFromSearch(t *testing.T) {
 	// Twitter is not supported for search in the current implementation
-	bsky := &fakeBluesky{actors: []actor.Profile{{Platform: "Bluesky", Handle: "a"}}}
+	bsky := &fakeBluesky{actors: []*actor.Profile{{Platform: "Bluesky", Handle: "a"}}}
-	ap := &fakeAP{actors: []actor.Profile{{Platform: "ActivityPub", Handle: "b"}}}
+	ap := &fakeAP{actors: []*actor.Profile{{Platform: "ActivityPub", Handle: "b"}}}
-	nstr := &fakeNostr{actors: []actor.Profile{{Platform: "Nostr", Handle: "c"}}}
+	nstr := &fakeNostr{actors: []*actor.Profile{{Platform: "Nostr", Handle: "c"}}}
-	tw := &fakeTwitter{actors: []actor.Profile{{Platform: "Twitter", Handle: "d"}}}
+	tw := &fakeTwitter{actors: []*actor.Profile{{Platform: "Twitter", Handle: "d"}}}
 	s := newTestServer(bsky, ap, nstr, tw)
 	res, err := callTool(s, "searchActors", SearchActorsRequest{Query: "test", Limit: 10})
 	if err != nil {
@@ -786,8 +784,8 @@ func TestSearchActorsTwitterExcludedFromSearch(t *testing.T) {
 
 func TestSearchActorsNormalizationAndDedup(t *testing.T) {
 	// Test that handles normalize correctly and deduplicate
-	bsky := &fakeBluesky{actors: []actor.Profile{{Platform: "Bluesky", Handle: "user.bsky.social", DisplayName: "User"}}}
+	bsky := &fakeBluesky{actors: []*actor.Profile{{Platform: "Bluesky", Handle: "user.bsky.social", DisplayName: "User"}}}
-	ap := &fakeAP{actors: []actor.Profile{{Platform: "ActivityPub", Handle: "user@mastodon.social", DisplayName: "User"}}}
+	ap := &fakeAP{actors: []*actor.Profile{{Platform: "ActivityPub", Handle: "user@mastodon.social", DisplayName: "User"}}}
 	s := newTestServer(bsky, ap, &fakeNostr{}, &fakeTwitter{})
 	res, err := callTool(s, "searchActors", SearchActorsRequest{Query: "user", Limit: 10})
 	if err != nil {
@@ -825,7 +823,7 @@ func TestPostCacheDifferentKeys(t *testing.T) {
 
 func TestCacheVersionStaleness(t *testing.T) {
 	st := newFakeStore()
-	// Add a stale profile (older than 7 days)
+	// Add a stale profile (older than 30 days)
 	st.styleProfiles["@a@mastodon.social|ActivityPub"] = store.UserStyleProfile{
 		UserID:       "@a@mastodon.social",
 		Platform:     "ActivityPub",
@@ -833,9 +831,9 @@ func TestCacheVersionStaleness(t *testing.T) {
 		TopKeywords:  []string{"old"},
 		StyleSummary: "stale summary",
 		PostCount:    5,
-		ModifiedAt:   sql.NullTime{Time: time.Now().Add(-10 * 24 * time.Hour), Valid: true},
+		ModifiedAt:   sql.NullTime{Time: time.Now().Add(-31 * 24 * time.Hour), Valid: true},
 	}
-	ap := &fakeAP{posts: []*activitypub.Post{{Author: "@a@mastodon.social", Content: "fresh post", Text: "fresh post", CreatedAt: time.Now()}}}
+	ap := &fakeAP{posts: []*activitypub.Post{{Author: "@a@mastodon.social", Content: "fresh post", CreatedAt: time.Now()}}}
 	s := newServerWith(&fakeBluesky{}, ap, &fakeNostr{}, &fakeTwitter{}, st, &fakeOllama{})
 	res, err := callTool(s, "getStyleProfile", GetStyleProfileRequest{Author: "@a@mastodon.social"})
 	if err != nil {

internal/server/platform.go

@@ -26,7 +26,7 @@ func determinePlatform(author string) (platform, error) {
 	if len(author) == 64 {
 		isHex := true
 		for _, c := range author {
-			if !((c >= '0' && c <= '9') || (c >= 'a' && c <= 'f') || (c >= 'A' && c <= 'F')) {
+			if (c < '0' || c > '9') && (c < 'a' || c > 'f') && (c < 'A' || c > 'F') {
 				isHex = false
 				break
 			}

internal/server/posts.go

@@ -16,34 +16,34 @@ func (s *Server) fetchSinglePost(ctx context.Context, platform platform, author,
 				return nil, err
 			}
 			r := bskyPostViewToResponse(res)
-			return &r, nil
+			return r, nil
 		case ActivityPub:
 			p, err := s.apClient.GetPost(ctx, recordKey)
 			if err != nil {
 				return nil, err
 			}
-			r := apPostToResponse(*p)
+			r := apPostToResponse(p)
-			return &r, nil
+			return r, nil
 		case Nostr:
 			p, err := s.nostrClient.GetPost(ctx, recordKey)
 			if err != nil {
 				return nil, err
 			}
 			r := nostrPostToResponse(p)
-			return &r, nil
+			return r, nil
 		case Twitter:
 			p, err := s.twitterClient.GetPost(ctx, recordKey)
 			if err != nil {
 				return nil, err
 			}
 			r := twitterPostToResponse(p)
-			return &r, nil
+			return r, nil
 		}
 		return nil, fmt.Errorf("unsupported platform %q", platform)
 	})
 }
 
-func (s *Server) fetchLatestPosts(ctx context.Context, platform platform, author string, limit int) ([]GetPostResponsePost, string, error) {
+func (s *Server) fetchLatestPosts(ctx context.Context, platform platform, author string, limit int) ([]*GetPostResponsePost, string, error) {
 	key := fmt.Sprintf("latest:%s|%s|%d", platform, author, limit)
 	cv, err := cachedFetch(s.postCache, key, func() (latestCacheValue, error) {
 		switch platform {
@@ -84,7 +84,7 @@ func (s *Server) fetchLatestPosts(ctx context.Context, platform platform, author
 	return cv.posts, cv.aid, nil
 }
 
-func (s *Server) fetchPostsInTime(ctx context.Context, platform platform, author string, start, end time.Time, limit int) ([]GetPostResponsePost, string, error) {
+func (s *Server) fetchPostsInTime(ctx context.Context, platform platform, author string, start, end time.Time, limit int) ([]*GetPostResponsePost, string, error) {
 	key := fmt.Sprintf("time:%s|%s|%s|%s|%d", platform, author, start.Format(time.RFC3339), end.Format(time.RFC3339), limit)
 	cv, err := cachedFetch(s.postCache, key, func() (latestCacheValue, error) {
 		switch platform {
@@ -125,9 +125,9 @@ func (s *Server) fetchPostsInTime(ctx context.Context, platform platform, author
 	return cv.posts, cv.aid, nil
 }
 
-func (s *Server) fetchFeed(ctx context.Context, platform platform, uri string) ([]GetPostResponsePost, error) {
+func (s *Server) fetchFeed(ctx context.Context, platform platform, uri string) ([]*GetPostResponsePost, error) {
 	key := fmt.Sprintf("feed:%s|%s", platform, uri)
-	return cachedFetch(s.postCache, key, func() ([]GetPostResponsePost, error) {
+	return cachedFetch(s.postCache, key, func() ([]*GetPostResponsePost, error) {
 		if platform == Bluesky {
 			res, err := s.bskyClient.GetFeed(ctx, uri, 50)
 			if err != nil {

internal/server/posts_convert.go

@@ -10,7 +10,7 @@ import (
 	"github.com/nacorid/naco-api/internal/twitter"
 )
 
-func bskyPostViewToResponse(p *bsky.FeedDefs_PostView) GetPostResponsePost {
+func bskyPostViewToResponse(p *bsky.FeedDefs_PostView) *GetPostResponsePost {
 	author := ""
 	if p.Author != nil {
 		author = p.Author.Did
@@ -34,7 +34,7 @@ func bskyPostViewToResponse(p *bsky.FeedDefs_PostView) GetPostResponsePost {
 	if p.ReplyCount != nil {
 		replies = *p.ReplyCount
 	}
-	return GetPostResponsePost{
+	return &GetPostResponsePost{
 		Author:    author,
 		Content:   content,
 		Likes:     likes,
@@ -45,12 +45,12 @@ func bskyPostViewToResponse(p *bsky.FeedDefs_PostView) GetPostResponsePost {
 	}
 }
 
-func apPostToResponse(p activitypub.Post) GetPostResponsePost {
+func apPostToResponse(p *activitypub.Post) *GetPostResponsePost {
 	created := ""
 	if !p.CreatedAt.IsZero() {
 		created = p.CreatedAt.Format(time.RFC3339)
 	}
-	return GetPostResponsePost{
+	return &GetPostResponsePost{
 		Author:    p.Author,
 		Content:   p.Content,
 		Likes:     int64(p.FavouritesCount),
@@ -60,24 +60,24 @@ func apPostToResponse(p activitypub.Post) GetPostResponsePost {
 	}
 }
 
-func nostrPostToResponse(p *nostr.Post) GetPostResponsePost {
+func nostrPostToResponse(p *nostr.Post) *GetPostResponsePost {
 	created := ""
 	if !p.CreatedAt.IsZero() {
 		created = p.CreatedAt.Format(time.RFC3339)
 	}
-	return GetPostResponsePost{
+	return &GetPostResponsePost{
 		Author:    p.Author,
 		Content:   p.Content,
 		CreatedAt: created,
 	}
 }
 
-func twitterPostToResponse(p *twitter.Post) GetPostResponsePost {
+func twitterPostToResponse(p *twitter.Post) *GetPostResponsePost {
 	created := ""
 	if !p.CreatedAt.IsZero() {
 		created = p.CreatedAt.Format(time.RFC3339)
 	}
-	return GetPostResponsePost{
+	return &GetPostResponsePost{
 		Author:    p.Author,
 		Content:   p.Content,
 		Likes:     int64(p.Likes),
@@ -90,8 +90,8 @@ func twitterPostToResponse(p *twitter.Post) GetPostResponsePost {
 
 // ---- Batch converters for GetPostResponsePost ----
 
-func blueskyFeedViewsToResponses(views []*bsky.FeedDefs_FeedViewPost) ([]GetPostResponsePost, string) {
+func blueskyFeedViewsToResponses(views []*bsky.FeedDefs_FeedViewPost) ([]*GetPostResponsePost, string) {
-	posts := make([]GetPostResponsePost, 0, len(views))
+	posts := make([]*GetPostResponsePost, 0, len(views))
 	var aid string
 	for _, p := range views {
 		if p.Post == nil {
@@ -105,18 +105,8 @@ func blueskyFeedViewsToResponses(views []*bsky.FeedDefs_FeedViewPost) ([]GetPost
 	return posts, aid
 }
 
-func apPostsPtrToResponses(posts []*activitypub.Post) ([]GetPostResponsePost, string) {
+func apPostsPtrToResponses(posts []*activitypub.Post) ([]*GetPostResponsePost, string) {
-	out := make([]GetPostResponsePost, 0, len(posts))
+	out := make([]*GetPostResponsePost, 0, len(posts))
-	var aid string
-	for _, p := range posts {
-		out = append(out, apPostToResponse(*p))
-		aid = p.Author
-	}
-	return out, aid
-}
-
-func apPostsToResponses(posts []activitypub.Post) ([]GetPostResponsePost, string) {
-	out := make([]GetPostResponsePost, 0, len(posts))
 	var aid string
 	for _, p := range posts {
 		out = append(out, apPostToResponse(p))
@@ -125,8 +115,18 @@ func apPostsToResponses(posts []activitypub.Post) ([]GetPostResponsePost, string
 	return out, aid
 }
 
-func nostrPostsToResponses(posts []*nostr.Post) ([]GetPostResponsePost, string) {
+func apPostsToResponses(posts []*activitypub.Post) ([]*GetPostResponsePost, string) {
-	out := make([]GetPostResponsePost, 0, len(posts))
+	out := make([]*GetPostResponsePost, 0, len(posts))
+	var aid string
+	for _, p := range posts {
+		out = append(out, apPostToResponse(p))
+		aid = p.Author
+	}
+	return out, aid
+}
+
+func nostrPostsToResponses(posts []*nostr.Post) ([]*GetPostResponsePost, string) {
+	out := make([]*GetPostResponsePost, 0, len(posts))
 	var aid string
 	for _, p := range posts {
 		out = append(out, nostrPostToResponse(p))
@@ -135,8 +135,8 @@ func nostrPostsToResponses(posts []*nostr.Post) ([]GetPostResponsePost, string)
 	return out, aid
 }
 
-func twitterPostsToResponses(posts []*twitter.Post) ([]GetPostResponsePost, string) {
+func twitterPostsToResponses(posts []*twitter.Post) ([]*GetPostResponsePost, string) {
-	out := make([]GetPostResponsePost, 0, len(posts))
+	out := make([]*GetPostResponsePost, 0, len(posts))
 	var aid string
 	for _, p := range posts {
 		out = append(out, twitterPostToResponse(p))
@@ -154,6 +154,9 @@ func blueskyFeedViewsToItems(views []*bsky.FeedDefs_FeedViewPost) []clustering.I
 		if !ok {
 			continue
 		}
+		if fp.Text == "" {
+			continue
+		}
 		out = append(out, clustering.Item{ID: p.Post.Uri, Text: fp.Text})
 	}
 	return out
@@ -162,8 +165,8 @@ func blueskyFeedViewsToItems(views []*bsky.FeedDefs_FeedViewPost) []clustering.I
 func apPostsPtrToItems(posts []*activitypub.Post) []clustering.Item {
 	out := make([]clustering.Item, 0, len(posts))
 	for _, p := range posts {
-		if p.Text != "" {
+		if p.Content != "" {
-			out = append(out, clustering.Item{ID: p.ID, Text: p.Text})
+			out = append(out, clustering.Item{ID: p.ID, Text: p.Content})
 		}
 	}
 	return out
@@ -214,12 +217,12 @@ func blueskyFeedViewsToAnalyticsItems(views []*bsky.FeedDefs_FeedViewPost) []clu
 	return out
 }
 
-func apPostsToAnalyticsItems(posts []activitypub.Post) []clustering.Item {
+func apPostsToAnalyticsItems(posts []*activitypub.Post) []clustering.Item {
 	out := make([]clustering.Item, 0, len(posts))
 	for _, p := range posts {
-		if p.Text != "" {
+		if p.Content != "" {
 			out = append(out, clustering.Item{
-				ID: p.ID, Text: p.Text, Timestamp: p.CreatedAt,
+				ID: p.ID, Text: p.Content, Timestamp: p.CreatedAt,
 				Likes: int64(p.FavouritesCount), Reposts: int64(p.ReblogsCount), Replies: int64(p.RepliesCount),
 			})
 		}

internal/server/prewarm.go

@@ -83,19 +83,11 @@ func (s *Server) discoverInterestingAuthors(ctx context.Context) []string {
 }
 
 func (s *Server) prewarmOne(ctx context.Context, author string) {
+	ctx, cancel := context.WithTimeout(ctx, 5*time.Minute)
+	defer cancel()
 	if _, err := s.requestStyleProfile(ctx, author); err != nil {
 		log.WarnWithContext(ctx, "prewarm: failed to build profile", "author", author, "error", err)
 		return
 	}
 	log.InfoWithContext(ctx, "prewarmed style profile", "author", author)
 }
-
-func (s *Server) startPostPruner() {
-	ticker := time.NewTicker(24 * time.Hour)
-	defer ticker.Stop()
-	for range ticker.C {
-		if err := s.db.PruneStylePosts(context.Background()); err != nil {
-			log.Error("failed to prune style posts", "error", err)
-		}
-	}
-}

internal/server/searchactors_test.go

@@ -29,7 +29,7 @@ func TestNormalizeHandle(t *testing.T) {
 }
 
 func TestDedupeActors(t *testing.T) {
-	in := []ActorProfile{
+	in := []*ActorProfile{
 		{Handle: "@alice", DisplayName: "Alice"},
 		{Handle: "alice@mastodon.social", DisplayName: "Alice"},
 		{Handle: "", DisplayName: ""},
@@ -45,7 +45,7 @@ func TestDedupeActors(t *testing.T) {
 
 func TestDedupeActorsByDisplayNameOnly(t *testing.T) {
 	// When handles are empty but display names collide, dedupe by display name.
-	in := []ActorProfile{
+	in := []*ActorProfile{
 		{Handle: "", DisplayName: "Shared"},
 		{Handle: "", DisplayName: "Shared"},
 		{Handle: "", DisplayName: "Other"},
@@ -59,10 +59,10 @@ func TestDedupeActorsByDisplayNameOnly(t *testing.T) {
 func TestSearchActorsTwitterExcluded(t *testing.T) {
 	// searchActorsAll only queries Bluesky, ActivityPub and Nostr. A Twitter
 	// result must never appear because the backend is not consulted.
-	tw := &fakeTwitter{actors: []actor.Profile{{Platform: "Twitter", Handle: "t"}}, calls: 0}
+	tw := &fakeTwitter{actors: []*actor.Profile{{Platform: "Twitter", Handle: "t"}}, calls: 0}
-	bsky := &fakeBluesky{actors: []actor.Profile{{Platform: "Bluesky", Handle: "a"}}}
+	bsky := &fakeBluesky{actors: []*actor.Profile{{Platform: "Bluesky", Handle: "a"}}}
-	ap := &fakeAP{actors: []actor.Profile{{Platform: "ActivityPub", Handle: "b"}}}
+	ap := &fakeAP{actors: []*actor.Profile{{Platform: "ActivityPub", Handle: "b"}}}
-	nstr := &fakeNostr{actors: []actor.Profile{{Platform: "Nostr", Handle: "c"}}}
+	nstr := &fakeNostr{actors: []*actor.Profile{{Platform: "Nostr", Handle: "c"}}}
 	s := newTestServer(bsky, ap, nstr, tw)
 
 	res, err := callTool(s, "searchActors", SearchActorsRequest{Query: "q"})

internal/server/server.go

@@ -48,6 +48,12 @@ type Server struct {
 	analyticsTTLTopics     time.Duration
 	analyticsTTLSentiment  time.Duration
 	analyticsTTLDrivers    time.Duration
+
+	// twitterEnabled reports whether the Twitter API is available (a bearer
+	// token is configured). It flips the Twitter-capable tools to upto
+	// variable pricing so the realized Twitter API costs are passed on to
+	// callers (see registerTools).
+	twitterEnabled bool
 }
 
 func New(ctx context.Context, db *store.Queries, ap *activitypub.APClient, bsky *bluesky.BlueskyClient, n *nostr.Client, t *twitter.Client, o *ollama.OllamaClient, cfg *config.Config) *Server {
@@ -78,6 +84,7 @@ func New(ctx context.Context, db *store.Queries, ap *activitypub.APClient, bsky
 		analyticsTTLTopics:     cfg.AnalyticsTTLTopics,
 		analyticsTTLSentiment:  cfg.AnalyticsTTLSentiment,
 		analyticsTTLDrivers:    cfg.AnalyticsTTLDrivers,
+		twitterEnabled:         cfg.TwitterBearerToken != "",
 	}
 
 	// Combine address and port for TCP (not unix socket) if port not already present
@@ -104,6 +111,10 @@ func (s *Server) MetricsText() string {
 }
 
 func (s *Server) Start() error {
-	go s.startPostPruner()
+	//go s.startPostPruner()
 	return s.mcpHandler.Start(s.listenAddress, s.permissions)
 }
+
+func (s *Server) Shutdown(ctx context.Context) error {
+	return s.mcpHandler.Shutdown(ctx)
+}

internal/server/server_init.go

@@ -65,7 +65,7 @@ func newX402Server(ctx context.Context, db *store.Queries, cfg *config.Config, t
 	}
 
 	srv, err := x402.NewX402Server(
-		"x402 enabled Bluesky lookingglass for autonomous Agents",
+		"x402 enabled social media lookingglass for autonomous agents",
 		"0.2.0",
 		cfg.X402FacilitatorURL,
 		auth,
@@ -85,7 +85,9 @@ func newX402Server(ctx context.Context, db *store.Queries, cfg *config.Config, t
 				"amount", requirements.Amount,
 				"asset", requirements.Asset,
 			)
-			persistSettlement(r.Context(), db, resp.Transaction, requirements.Amount, requirements.Asset, string(resp.Network), requirements.PayTo, resp.Payer)
+			if err := persistSettlement(r.Context(), db, resp.Transaction, requirements.Amount, requirements.Asset, string(resp.Network), requirements.PayTo, resp.Payer); err != nil {
+				log.WarnWithContext(r.Context(), "failed to persist HTTP settlement", "error", err)
+			}
 		},
 		networkStrings,
 	)
@@ -103,9 +105,11 @@ func newX402Server(ctx context.Context, db *store.Queries, cfg *config.Config, t
 			"asset", settleCtx.Requirements.GetAsset(),
 			"scheme", settleCtx.Requirements.GetScheme(),
 		)
-		persistSettlement(settleCtx.Ctx, db, settleCtx.Result.Transaction,
+		if err := persistSettlement(settleCtx.Ctx, db, settleCtx.Result.Transaction,
 			settleCtx.Requirements.GetAmount(), settleCtx.Requirements.GetAsset(),
-			string(settleCtx.Result.Network), settleCtx.Requirements.GetPayTo(), settleCtx.Result.Payer)
+			string(settleCtx.Result.Network), settleCtx.Requirements.GetPayTo(), settleCtx.Result.Payer); err != nil {
+			log.WarnWithContext(settleCtx.Ctx, "failed to persist settlement", "error", err)
+		}
 
 		// Webhook is best-effort and non-blocking.
 		go sendSettlementWebhook(settleCtx.Ctx, cfg, metrics, settleCtx.Result.Transaction)
@@ -116,8 +120,8 @@ func newX402Server(ctx context.Context, db *store.Queries, cfg *config.Config, t
 }
 
 // persistSettlement is a thin wrapper around settleHook to keep call sites uniform.
-func persistSettlement(ctx context.Context, db *store.Queries, transaction, amount, asset, network, to, from string) {
+func persistSettlement(ctx context.Context, db *store.Queries, transaction, amount, asset, network, to, from string) error {
-	_ = settleHook(ctx, db, transaction, amount, asset, network, to, from)
+	return settleHook(ctx, db, transaction, amount, asset, network, to, from)
 }
 
 // sendSettlementWebhook builds and sends the Matrix webhook payload for a settled transaction.
@@ -132,8 +136,7 @@ func sendSettlementWebhook(ctx context.Context, cfg *config.Config, metrics *Met
 			"x402_transaction_hash": txHash,
 		},
 		"metrics": map[string]any{
-			"function_runtime_ms": 0,
+			"platform": "unknown",
-			"platform":            "unknown",
 		},
 		"timestamp": time.Now().UTC().Format(time.RFC3339),
 		"server_id": cfg.MatrixServerID,

internal/server/settlement.go

@@ -36,7 +36,7 @@ func settleHook(ctx context.Context, db *store.Queries, transaction, amount, ass
 	}
 
 	if err != nil {
-		log.WithFields(fields).ErrorWithContext(ctx, "Failed to save transaction", "value", ret, "error", err)
+		log.WithFields(fields).ErrorWithContext(ctx, "Failed to save transaction", "error", err)
 		return err
 	}
 
@@ -44,7 +44,7 @@ func settleHook(ctx context.Context, db *store.Queries, transaction, amount, ass
 	return nil
 }
 
-func (s *Server) buildRequirements(amount string, extra map[string]any, scheme string) []x402v2.PaymentRequirements {
+func (s *Server) buildRequirements(amount string, extra map[string]any, scheme string, timeout int) []x402v2.PaymentRequirements {
 	requirements := make([]x402v2.PaymentRequirements, 0, len(s.activeNetworks))
 
 	for _, info := range s.activeNetworks {
@@ -57,7 +57,7 @@ func (s *Server) buildRequirements(amount string, extra map[string]any, scheme s
 			Asset:             info.Asset,
 			Amount:            amount,
 			PayTo:             s.x402Wallet,
-			MaxTimeoutSeconds: 600,
+			MaxTimeoutSeconds: timeout,
 			Extra:             mergedExtra,
 		})
 	}

internal/server/storefake_test.go

@@ -94,7 +94,7 @@ func (f *fakeStore) GetAnalyticsPostsInRange(ctx context.Context, arg store.GetA
 			Quotes:        p.Quotes,
 		})
 	}
-	sort.Slice(rows, func(i, j int) bool { return rows[i].PostTimestamp.After(rows[j].PostTimestamp) })
+	sort.Slice(rows, func(i, j int) bool { return rows[i].PostTimestamp.Before(rows[j].PostTimestamp) })
 	if int32(len(rows)) > arg.Limit {
 		rows = rows[:arg.Limit]
 	}

internal/server/style.go

@@ -9,6 +9,8 @@ import (
 	"sync"
 	"time"
 
+	"strings"
+
 	"github.com/modelcontextprotocol/go-sdk/mcp"
 	log "github.com/nacorid/logger"
 	"github.com/nacorid/naco-api/internal/clustering"
@@ -52,7 +54,7 @@ func (s *Server) getStyleProfile(ctx context.Context, request *mcp.CallToolReque
 }
 
 // requestStyleProfile returns a style profile for author. It computes and persists the
-// profile only when a request is made AND the cached profile is older than a week (or
+// profile only when a request is made AND the cached profile is older than a month (or
 // missing); otherwise it serves the cached copy. The prewarmer calls this same path, so a
 // pre-fetch is treated as a system-initiated request and obeys the identical update policy.
 func (s *Server) requestStyleProfile(ctx context.Context, author string) (*GetStyleProfileResponse, error) {
@@ -86,7 +88,7 @@ func (s *Server) requestStyleProfileForced(ctx context.Context, platform platfor
 		Platform: platform.String(),
 	})
 	if err == nil {
-		isRecent := styleProfile.ModifiedAt.Valid && time.Since(styleProfile.ModifiedAt.Time) < 24*7*time.Hour
+		isRecent := styleProfile.ModifiedAt.Valid && time.Since(styleProfile.ModifiedAt.Time) < 24*30*time.Hour
 		if isRecent {
 			embedding, perr := utils.ParseEmbedding(styleProfile.Embedding)
 			if perr != nil {
@@ -110,7 +112,7 @@ func (s *Server) requestStyleProfileForced(ctx context.Context, platform platfor
 
 // enrichCrossPlatform looks for author on every platform other than sourcePlatform, in the
 // background. It uses the same identifier on each platform (matching only where that handle
-// exists; mismatches fail gracefully and are skipped) and obeys the same 1-week update gate
+// exists; mismatches fail gracefully and are skipped) and obeys the same 1-month update gate
 // as a live request. Concurrency is bounded to the other three platforms.
 func (s *Server) enrichCrossPlatform(ctx context.Context, sourcePlatform platform, author string) {
 	ctx, cancel := context.WithTimeout(ctx, 5*time.Minute)
@@ -191,7 +193,14 @@ func (s *Server) getSimilarProfiles(ctx context.Context, request *mcp.CallToolRe
 		})
 	}
 
-	respBytes, err := json.Marshal(FindSimilarUsersResponse{Matches: matches})
+	twitterPostCount := 0
+	if profile.SourcePlatform == "Twitter" {
+		twitterPostCount = profile.PostCount
+	}
+	respBytes, err := json.Marshal(FindSimilarUsersResponse{
+		Matches:          matches,
+		TwitterPostCount: twitterPostCount,
+	})
 	if err != nil {
 		return nil, err
 	}
@@ -211,6 +220,21 @@ func (s *Server) buildStyleProfile(ctx context.Context, platform platform, autho
 		return nil, fmt.Errorf("no posts found for author %s", author)
 	}
 
+	// Drop posts without any text (e.g. Bluesky image/reply-only posts). Embedding them
+	// yields empty vectors, which would poison the persona-average and the persisted
+	// profile.
+	filtered := posts[:0]
+	for _, p := range posts {
+		if strings.TrimSpace(p.Text) == "" {
+			continue
+		}
+		filtered = append(filtered, p)
+	}
+	if len(filtered) == 0 {
+		return nil, fmt.Errorf("no posts found for author %s", author)
+	}
+	posts = filtered
+
 	// Delete old posts for non-Twitter platforms before rebuild
 	if platform != Twitter {
 		if err := s.db.DeleteStylePosts(ctx, store.DeleteStylePostsParams{

internal/server/styleprofile_test.go

@@ -3,6 +3,7 @@ package server
 import (
 	"database/sql"
 	"fmt"
+	"reflect"
 	"strings"
 	"testing"
 	"time"
@@ -16,8 +17,8 @@ import (
 
 func TestGetStyleProfileBuildsFresh(t *testing.T) {
 	ap := &fakeAP{posts: []*activitypub.Post{
-		{Author: "@a@mastodon.social", Content: "alpha post one", Text: "alpha post one", CreatedAt: time.Now()},
+		{Author: "@a@mastodon.social", Content: "alpha post one", CreatedAt: time.Now()},
-		{Author: "@a@mastodon.social", Content: "alpha post two", Text: "alpha post two", CreatedAt: time.Now()},
+		{Author: "@a@mastodon.social", Content: "alpha post two", CreatedAt: time.Now()},
 	}}
 	st := newFakeStore()
 	oll := &fakeOllama{embeddings: [][]float64{{0.1, 0.2}, {0.3, 0.4}}}
@@ -46,7 +47,7 @@ func TestGetStyleProfileBuildsFresh(t *testing.T) {
 }
 
 func TestGetStyleProfileServesFreshCache(t *testing.T) {
-	// A profile modified less than a week ago is served without hitting the
+	// A profile modified less than the 30-day stale threshold is served without hitting the
 	// backend or ollama.
 	st := newFakeStore()
 	st.styleProfiles["@a@mastodon.social|ActivityPub"] = store.UserStyleProfile{
@@ -82,7 +83,7 @@ func TestGetStyleProfileServesFreshCache(t *testing.T) {
 }
 
 func TestGetStyleProfileRebuildsStale(t *testing.T) {
-	// A stale (older than a week) cached profile triggers a rebuild.
+	// A stale (older than a month) cached profile triggers a rebuild.
 	st := newFakeStore()
 	st.styleProfiles["@a@mastodon.social|ActivityPub"] = store.UserStyleProfile{
 		UserID:       "@a@mastodon.social",
@@ -91,10 +92,10 @@ func TestGetStyleProfileRebuildsStale(t *testing.T) {
 		TopKeywords:  []string{"old"},
 		StyleSummary: "stale summary",
 		PostCount:    5,
-		ModifiedAt:   sql.NullTime{Time: time.Now().Add(-10 * 24 * time.Hour), Valid: true},
+		ModifiedAt:   sql.NullTime{Time: time.Now().Add(-31 * 24 * time.Hour), Valid: true},
 	}
 	ap := &fakeAP{posts: []*activitypub.Post{
-		{Author: "@a@mastodon.social", Content: "fresh post", Text: "fresh post", CreatedAt: time.Now()},
+		{Author: "@a@mastodon.social", Content: "fresh post", CreatedAt: time.Now()},
 	}}
 	s := newServerWith(&fakeBluesky{}, ap, &fakeNostr{}, &fakeTwitter{}, st, &fakeOllama{})
 
@@ -134,7 +135,7 @@ func TestGetStyleProfileNoPostsFound(t *testing.T) {
 }
 
 func TestGetStyleProfileOllamaEmbedFailure(t *testing.T) {
-	ap := &fakeAP{posts: []*activitypub.Post{{ID: "p1", Author: "@a@mastodon.social", Content: "post", Text: "post", CreatedAt: time.Now()}}}
+	ap := &fakeAP{posts: []*activitypub.Post{{ID: "p1", Author: "@a@mastodon.social", Content: "post", CreatedAt: time.Now()}}}
 	oll := &fakeOllama{embedErr: fmt.Errorf("embedding failed")}
 	st := newFakeStore()
 	s := newServerWith(&fakeBluesky{}, ap, &fakeNostr{}, &fakeTwitter{}, st, oll)
@@ -165,6 +166,61 @@ func TestGetStyleProfileBlueskyResolution(t *testing.T) {
 	}
 }
 
+func TestGetStyleProfileFirstEmbeddingEmpty(t *testing.T) {
+	// Regression: an empty embedding returned by Ollama for a non-first post used to
+	// panic AverageVector when the first vector was also empty (accumulator sized to
+	// length 0, later non-empty vector indexed it). Empty vectors are skipped.
+	bsky := &fakeBluesky{feedViews: []*bsky.FeedDefs_FeedViewPost{
+		{Post: bskyPostView("first post")},
+		{Post: bskyPostView("second post")},
+	}}
+	oll := &fakeOllama{embeddings: [][]float64{{}, {0.1, 0.2}}}
+	st := newFakeStore()
+	s := newServerWith(bsky, &fakeAP{}, &fakeNostr{}, &fakeTwitter{}, st, oll)
+
+	res, err := callTool(s, "getStyleProfile", GetStyleProfileRequest{Author: "did:plc:abc"})
+	if err != nil {
+		t.Fatalf("getStyleProfile error: %v", err)
+	}
+	var out GetStyleProfileResponse
+	if err := jsonUnmarshal(t, textOf(t, res), &out); err != nil {
+		t.Fatalf("unmarshal: %v", err)
+	}
+	if !reflect.DeepEqual(out.PersonaEmbedding, []float64{0.1, 0.2}) {
+		t.Fatalf("expected averaged embedding {0.1,0.2}, got %v", out.PersonaEmbedding)
+	}
+	if out.PostCount != 2 {
+		t.Fatalf("expected post count 2, got %d", out.PostCount)
+	}
+}
+
+func TestGetStyleProfileSkipsEmptyTextPosts(t *testing.T) {
+	// A Bluesky post with no text (image/reply-only) must not reach Ollama: its empty
+	// embedding would poison the persona average. It is dropped before embedding.
+	bsky := &fakeBluesky{feedViews: []*bsky.FeedDefs_FeedViewPost{
+		{Post: bskyPostView("")},
+		{Post: bskyPostView("real post")},
+	}}
+	oll := &fakeOllama{}
+	st := newFakeStore()
+	s := newServerWith(bsky, &fakeAP{}, &fakeNostr{}, &fakeTwitter{}, st, oll)
+
+	res, err := callTool(s, "getStyleProfile", GetStyleProfileRequest{Author: "did:plc:abc"})
+	if err != nil {
+		t.Fatalf("getStyleProfile error: %v", err)
+	}
+	var out GetStyleProfileResponse
+	if err := jsonUnmarshal(t, textOf(t, res), &out); err != nil {
+		t.Fatalf("unmarshal: %v", err)
+	}
+	if out.PostCount != 1 {
+		t.Fatalf("expected filtered post count 1, got %d", out.PostCount)
+	}
+	if len(out.PersonaEmbedding) != 2 {
+		t.Fatalf("expected 2-dim embedding, got %v", out.PersonaEmbedding)
+	}
+}
+
 // ---- findSimilarUsers ----
 
 func TestFindSimilarUsers(t *testing.T) {
@@ -248,6 +304,61 @@ func TestFindSimilarUsersEmptyMatches(t *testing.T) {
 	}
 }
 
+// TestFindSimilarUsersTwitterPostCount verifies the response reports how many
+// posts went into the query author's style profile when that author is on
+// Twitter, so upto-scheme settlement can charge the realized Twitter API costs.
+func TestFindSimilarUsersTwitterPostCount(t *testing.T) {
+	st := newFakeStore()
+	st.similarRows = []store.FindSimilarUsersRow{
+		{UserID: "did:plc:other", Platform: "Bluesky", Similarity: 80},
+	}
+	// Serve a fresh cached Twitter profile with 42 analyzed posts.
+	st.styleProfiles["@alice|Twitter"] = store.UserStyleProfile{
+		UserID:     "@alice",
+		Platform:   "Twitter",
+		Embedding:  "[0.1,0.2]",
+		PostCount:  42,
+		ModifiedAt: sql.NullTime{Time: time.Now().Add(-time.Hour), Valid: true},
+	}
+	s := newServerWith(&fakeBluesky{}, &fakeAP{}, &fakeNostr{}, &fakeTwitter{}, st, &fakeOllama{})
+	res, err := callTool(s, "findSimilarUsers", FindSimilarUsersRequest{Author: "@alice"})
+	if err != nil {
+		t.Fatalf("findSimilarUsers error: %v", err)
+	}
+	var out FindSimilarUsersResponse
+	if err := jsonUnmarshal(t, textOf(t, res), &out); err != nil {
+		t.Fatalf("unmarshal: %v", err)
+	}
+	if out.TwitterPostCount != 42 {
+		t.Fatalf("expected TwitterPostCount 42, got %d", out.TwitterPostCount)
+	}
+
+	// A non-Twitter query author reports 0.
+	st2 := newFakeStore()
+	st2.similarRows = []store.FindSimilarUsersRow{
+		{UserID: "did:plc:other", Platform: "Bluesky", Similarity: 80},
+	}
+	st2.styleProfiles["@a@mastodon.social|ActivityPub"] = store.UserStyleProfile{
+		UserID:     "@a@mastodon.social",
+		Platform:   "ActivityPub",
+		Embedding:  "[0.1,0.2]",
+		PostCount:  9,
+		ModifiedAt: sql.NullTime{Time: time.Now().Add(-time.Hour), Valid: true},
+	}
+	s2 := newServerWith(&fakeBluesky{}, &fakeAP{}, &fakeNostr{}, &fakeTwitter{}, st2, &fakeOllama{})
+	res2, err := callTool(s2, "findSimilarUsers", FindSimilarUsersRequest{Author: "@a@mastodon.social"})
+	if err != nil {
+		t.Fatalf("findSimilarUsers error: %v", err)
+	}
+	var out2 FindSimilarUsersResponse
+	if err := jsonUnmarshal(t, textOf(t, res2), &out2); err != nil {
+		t.Fatalf("unmarshal: %v", err)
+	}
+	if out2.TwitterPostCount != 0 {
+		t.Fatalf("expected TwitterPostCount 0 for ActivityPub, got %d", out2.TwitterPostCount)
+	}
+}
+
 func TestFindSimilarUsersDBError(t *testing.T) {
 	st := newFakeStore()
 	st.styleProfiles["@a@mastodon.social|ActivityPub"] = store.UserStyleProfile{

internal/server/tools.go

@@ -7,6 +7,7 @@ import (
 	"time"
 
 	"github.com/modelcontextprotocol/go-sdk/mcp"
+	"github.com/nacorid/naco-api/internal/x402"
 )
 
 // registerTools registers all MCP tools with their x402 payment requirements.
@@ -36,14 +37,26 @@ func (s *Server) registerTools() {
 	}
 
 	type payableDef struct {
-		Name    string
+		Name              string
-		Desc    string
+		Desc              string
-		Input   any
+		Input             any
-		Output  any
+		Output            any
-		Handler func(context.Context, *mcp.CallToolRequest) (*mcp.CallToolResult, error)
+		Handler           func(context.Context, *mcp.CallToolRequest) (*mcp.CallToolResult, error)
-		Price   string
+		Price             string
-		Scheme  string
+		MaxTimeoutSeconds int
-		Extra   map[string]any
+		// UsesTwitter marks tools that may read posts (or set up lookups)
+		// through the Twitter API and return only transformative/aggregated
+		// results, as permitted by the X API policy. With Twitter enabled these
+		// tools charge upto-scheme: base price plus the realized Twitter API
+		// costs. Tools that resell raw post/profile/feed data (getPost,
+		// getLatestPosts, ...) never set this.
+		UsesTwitter bool
+		// TwitterPostCap is the post count used to compute the advertised upto
+		// maximum (see x402.MaxTwitterCostMicro). It only bounds the largest
+		// settlement the tool can demand; the actual charge is settled from the
+		// response.
+		TwitterPostCap int64
+		Extra          map[string]any
 	}
 
 	payable := []payableDef{
@@ -93,8 +106,16 @@ func (s *Server) registerTools() {
 			),
 		},
 		{
+			// base price is $0.25 (x402.BaseProfileCostMicro). With Twitter
+			// enabled the tool is advertised as upto at the maximum possible
+			// cost - $0.25 base + $0.01 lookup + $0.005/post at the 100-post
+			// cap = $0.76 (x402.MaxTwitterCostMicro(BaseProfileCostMicro,
+			// MaxProfileCountedPosts)) - and the actual charge is settled from
+			// the posts read via x402.NewStyleProfileCostResolver.
 			Name: "getStyleProfile", Desc: "Get an actor's style Profile",
-			Input: GetStyleProfileRequest{}, Output: GetStyleProfileResponse{}, Handler: s.getStyleProfile, Price: "0.36", Scheme: "upto",
+			Input: GetStyleProfileRequest{}, Output: GetStyleProfileResponse{}, Handler: s.getStyleProfile, Price: "0.25",
+			MaxTimeoutSeconds: 600,
+			UsesTwitter:       true, TwitterPostCap: x402.MaxProfileCountedPosts,
 			Extra: schemaExtra(
 				map[string]any{
 					"author": Bodyfield{Type: "string", Description: "Did or handle of an author", Required: true},
@@ -109,7 +130,8 @@ func (s *Server) registerTools() {
 		},
 		{
 			Name: "findSimilarUsers", Desc: "Find authors with a similar writing style to the given author, across all platforms",
-			Input: FindSimilarUsersRequest{}, Output: FindSimilarUsersResponse{}, Handler: s.getSimilarProfiles, Price: "0.05",
+			Input: FindSimilarUsersRequest{}, Output: FindSimilarUsersResponse{}, Handler: s.getSimilarProfiles, Price: "0.10",
+			UsesTwitter: true, TwitterPostCap: x402.MaxProfileCountedPosts,
 			Extra: schemaExtra(
 				map[string]any{
 					"author": Bodyfield{Type: "string", Description: "Did or handle of an author", Required: true},
@@ -147,6 +169,7 @@ func (s *Server) registerTools() {
 		{
 			Name: "getEngagementMetrics", Desc: "Get time-series engagement metrics (likes, reposts, replies, quotes) per post",
 			Input: AnalyticsRequest{}, Output: EngagementMetricsResponse{}, Handler: s.getEngagementMetrics, Price: "0.15",
+			UsesTwitter: true, TwitterPostCap: x402.MaxAnalyticsCountedPosts,
 			Extra: schemaExtra(analyticsInput, map[string]any{
 				"author":  Bodyfield{Type: "string", Description: "Author identifier"},
 				"metrics": Bodyfield{Type: "array", Description: "Engagement metrics per post"},
@@ -155,6 +178,7 @@ func (s *Server) registerTools() {
 		{
 			Name: "getPostingPatterns", Desc: "Get posting heatmap and patterns (hour-of-day x day-of-week)",
 			Input: AnalyticsRequest{}, Output: PostingPatternsResponse{}, Handler: s.getPostingPatterns, Price: "0.10",
+			UsesTwitter: true, TwitterPostCap: x402.MaxAnalyticsCountedPosts,
 			Extra: schemaExtra(analyticsInput, map[string]any{
 				"author":         Bodyfield{Type: "string", Description: "Author identifier"},
 				"heatmap":        Bodyfield{Type: "array", Description: "24x7 matrix: hour (0-23) x day of week (0-6 = Sun-Sat)"},
@@ -168,6 +192,7 @@ func (s *Server) registerTools() {
 		{
 			Name: "getTopicModeling", Desc: "Get LLM-based topic extraction and clustering from posts",
 			Input: AnalyticsRequest{}, Output: TopicModelingResponse{}, Handler: s.getTopicModeling, Price: "0.20",
+			UsesTwitter: true, TwitterPostCap: x402.MaxAnalyticsCountedPosts,
 			Extra: schemaExtra(analyticsInput, map[string]any{
 				"author": Bodyfield{Type: "string", Description: "Author identifier"},
 				"topics": Bodyfield{Type: "array", Description: "Identified topic clusters"},
@@ -176,6 +201,7 @@ func (s *Server) registerTools() {
 		{
 			Name: "getSentimentTrends", Desc: "Get sentiment analysis and emotional arcs over time",
 			Input: AnalyticsRequest{}, Output: SentimentTrendsResponse{}, Handler: s.getSentimentTrends, Price: "0.15",
+			UsesTwitter: true, TwitterPostCap: x402.MaxAnalyticsCountedPosts,
 			Extra: schemaExtra(analyticsInput, map[string]any{
 				"author":           Bodyfield{Type: "string", Description: "Author identifier"},
 				"timeSeries":       Bodyfield{Type: "array", Description: "Sentiment over time"},
@@ -187,6 +213,7 @@ func (s *Server) registerTools() {
 		{
 			Name: "getEngagementDrivers", Desc: "Get topics/keywords that correlate with high engagement",
 			Input: AnalyticsRequest{}, Output: EngagementDriversResponse{}, Handler: s.getEngagementDrivers, Price: "0.20",
+			UsesTwitter: true, TwitterPostCap: x402.MaxAnalyticsCountedPosts,
 			Extra: schemaExtra(analyticsInput, map[string]any{
 				"author":  Bodyfield{Type: "string", Description: "Author identifier"},
 				"drivers": Bodyfield{Type: "array", Description: "Topics/keywords driving engagement"},
@@ -195,14 +222,29 @@ func (s *Server) registerTools() {
 	}
 
 	for _, d := range payable {
-		scheme := d.Scheme
+		// Twitter-capable tools are advertised as upto (variable-priced) only
-		if scheme == "" {
+		// when the Twitter API is actually enabled: the upto maximum adds the
-			scheme = "exact"
+		// realized Twitter lookup and per-post costs, and the actual charge is
+		// settled from the response. Without Twitter, every tool is exact at
+		// its flat base price.
+		scheme := "exact"
+		price := d.Price
+		var resolver x402.SettleAmountResolver
+		if d.UsesTwitter && s.twitterEnabled {
+			scheme = "upto"
+			baseMicro := x402.MicroFromPriceString(d.Price)
+			price = x402.FormatPriceMicro(x402.MaxTwitterCostMicro(baseMicro, d.TwitterPostCap))
+			if d.Name == "getStyleProfile" {
+				resolver = x402.NewStyleProfileCostResolver()
+			} else {
+				resolver = x402.NewTwitterCountCostResolver(baseMicro)
+			}
 		}
 		s.mcpHandler.AddPayableTool(
 			mcp.Tool{Name: d.Name, Description: d.Desc, InputSchema: d.Input, OutputSchema: d.Output},
 			d.Handler,
-			s.buildRequirements(d.Price, d.Extra, scheme)...,
+			resolver,
+			s.buildRequirements(price, d.Extra, scheme, d.MaxTimeoutSeconds)...,
 		)
 	}
 
@@ -333,7 +375,7 @@ func (s *Server) getPostsInTime(ctx context.Context, request *mcp.CallToolReques
 	if authorID == "" {
 		authorID = args.Author
 	}
-	resp := &GetPostsInTimeResponse{
+	resp := GetPostsInTimeResponse{
 		Author: authorID,
 		Posts:  posts,
 	}

internal/server/types.go

@@ -26,8 +26,8 @@ type GetLatestPostsRequest struct {
 }
 
 type GetLatestPostsResponse struct {
-	Author string                `json:"actor" jsonschema_description:"Did of the actor"`
+	Author string                 `json:"actor" jsonschema_description:"Did of the actor"`
-	Posts  []GetPostResponsePost `json:"posts" jsonschema_description:"List of latest posts"`
+	Posts  []*GetPostResponsePost `json:"posts" jsonschema_description:"List of latest posts"`
 }
 
 type GetPostsInTimeRequest struct {
@@ -38,8 +38,8 @@ type GetPostsInTimeRequest struct {
 }
 
 type GetPostsInTimeResponse struct {
-	Author string                `json:"author" jsonschema_description:"Did of the author"`
+	Author string                 `json:"author" jsonschema_description:"Did of the author"`
-	Posts  []GetPostResponsePost `json:"posts" jsonschema_description:"List of posts in the timeframe"`
+	Posts  []*GetPostResponsePost `json:"posts" jsonschema_description:"List of posts in the timeframe"`
 }
 
 type GetPostRequest struct {
@@ -63,8 +63,8 @@ type GetFeedRequest struct {
 }
 
 type GetFeedResponse struct {
-	URI   string                `json:"uri" jsonschema_description:"The URI of the feed"`
+	URI   string                 `json:"uri" jsonschema_description:"The URI of the feed"`
-	Posts []GetPostResponsePost `json:"posts" jsonschema_description:"List of posts in the feed"`
+	Posts []*GetPostResponsePost `json:"posts" jsonschema_description:"List of posts in the feed"`
 }
 
 type GetStyleProfileRequest struct {
@@ -87,6 +87,10 @@ type FindSimilarUsersRequest struct {
 
 type FindSimilarUsersResponse struct {
 	Matches []SimilarUser `json:"matches" jsonschema_description:"Ranked list of similar profiles by persona embedding similarity"`
+	// TwitterPostCount reports how many posts were sourced from the Twitter API
+	// while building the query author's style profile. It is 0 when the query
+	// author is not on Twitter.
+	TwitterPostCount int `json:"twitterPostCount" jsonschema_description:"Number of Twitter-sourced posts used for the query author's profile"`
 }
 
 type ActorProfile = actor.Profile
@@ -105,7 +109,7 @@ type SearchActorsRequest struct {
 }
 
 type SearchActorsResponse struct {
-	Results []ActorProfile `json:"results" jsonschema_description:"Ranked list of matching actor profiles across platforms"`
+	Results []*ActorProfile `json:"results" jsonschema_description:"Ranked list of matching actor profiles across platforms"`
 }
 
 type SimilarUser struct {
@@ -165,6 +169,10 @@ type AnalyticsRequest struct {
 type EngagementMetricsResponse struct {
 	Author  string                  `json:"author" jsonschema_description:"Author identifier"`
 	Metrics []EngagementMetricPoint `json:"metrics" jsonschema_description:"Engagement metrics per post"`
+	// TwitterPostCount reports how many posts in the result were sourced from
+	// the Twitter API, so upto-scheme settlement can pass the realized Twitter
+	// costs on to the caller.
+	TwitterPostCount int `json:"twitterPostCount" jsonschema_description:"Number of Twitter-sourced posts analyzed"`
 }
 
 type EngagementMetricPoint struct {
@@ -185,11 +193,19 @@ type PostingPatternsResponse struct {
 	AvgPostsPerDay float64 `json:"avgPostsPerDay" jsonschema_description:"Average posts per day"`
 	TotalPosts     int     `json:"totalPosts" jsonschema_description:"Total posts in time range"`
 	PostingDays    int     `json:"postingDays" jsonschema_description:"Number of days with at least one post"`
+	// TwitterPostCount reports how many posts in the result were sourced from
+	// the Twitter API, so upto-scheme settlement can pass the realized Twitter
+	// costs on to the caller.
+	TwitterPostCount int `json:"twitterPostCount" jsonschema_description:"Number of Twitter-sourced posts analyzed"`
 }
 
 type TopicModelingResponse struct {
 	Author string         `json:"author" jsonschema_description:"Author identifier"`
 	Topics []TopicCluster `json:"topics" jsonschema_description:"Identified topic clusters"`
+	// TwitterPostCount reports how many posts in the result were sourced from
+	// the Twitter API, so upto-scheme settlement can pass the realized Twitter
+	// costs on to the caller.
+	TwitterPostCount int `json:"twitterPostCount" jsonschema_description:"Number of Twitter-sourced posts analyzed"`
 }
 
 type TopicCluster struct {
@@ -207,6 +223,10 @@ type SentimentTrendsResponse struct {
 	OverallSentiment SentimentSummary `json:"overallSentiment" jsonschema_description:"Overall sentiment summary"`
 	DominantEmotions []EmotionScore   `json:"dominantEmotions" jsonschema_description:"Most frequent emotions"`
 	SentimentShifts  []SentimentShift `json:"sentimentShifts" jsonschema_description:"Significant sentiment changes"`
+	// TwitterPostCount reports how many posts in the result were sourced from
+	// the Twitter API, so upto-scheme settlement can pass the realized Twitter
+	// costs on to the caller.
+	TwitterPostCount int `json:"twitterPostCount" jsonschema_description:"Number of Twitter-sourced posts analyzed"`
 }
 
 type SentimentPoint struct {
@@ -238,6 +258,10 @@ type SentimentShift struct {
 type EngagementDriversResponse struct {
 	Author  string             `json:"author" jsonschema_description:"Author identifier"`
 	Drivers []EngagementDriver `json:"drivers" jsonschema_description:"Topics/keywords driving engagement"`
+	// TwitterPostCount reports how many posts in the result were sourced from
+	// the Twitter API, so upto-scheme settlement can pass the realized Twitter
+	// costs on to the caller.
+	TwitterPostCount int `json:"twitterPostCount" jsonschema_description:"Number of Twitter-sourced posts analyzed"`
 }
 
 type EngagementDriver struct {

internal/server/webhook.go

@@ -47,7 +47,12 @@ func (wh *WebhookSender) Send(ctx context.Context, jsonBytes []byte) {
 	for attempt := 1; attempt <= 5; attempt++ {
 		delay := exponentialBackoff(attempt)
 		if attempt > 1 {
-			time.Sleep(delay)
+			select {
+			case <-time.After(delay):
+			case <-ctx.Done():
+				log.WarnWithContext(ctx, "webhook cancelled during backoff", "attempt", attempt, "error", ctx.Err())
+				return
+			}
 		}
 
 		err := wh.sendAttempt(ctx, jsonBytes, attempt)

internal/store/integration_test.go

@@ -5,6 +5,7 @@ import (
 	"database/sql"
 	"fmt"
 	"os"
+	"reflect"
 	"strings"
 	"testing"
 	"time"
@@ -12,93 +13,140 @@ import (
 	_ "github.com/lib/pq"
 )
 
-// TestStoreRoundTrip exercises the sqlc queries against a real Postgres+pgvector database.
+// setupTestDB handles connection pooling, migrations, and cleanup per test run.
-// It is skipped unless TEST_DATABASE_URL is set (e.g. a local instance with the vector
+func setupTestDB(t *testing.T) (*sql.DB, *Queries) {
-// extension available), so it never fails in environments without a database.
+	t.Helper()
-func TestStoreRoundTrip(t *testing.T) {
+
 	dsn := os.Getenv("TEST_DATABASE_URL")
 	if dsn == "" {
 		t.Skip("TEST_DATABASE_URL not set; skipping store integration test")
 	}
+
 	ctx := context.Background()
 	conn, err := sql.Open("postgres", dsn)
 	if err != nil {
-		t.Fatal(err)
+		t.Fatalf("failed to open db: %v", err)
 	}
-	defer conn.Close()
+
 	if err := conn.PingContext(ctx); err != nil {
+		_ = conn.Close()
 		t.Fatalf("cannot reach test database: %v", err)
 	}
+
+	t.Cleanup(func() {
+		_ = conn.Close()
+	})
+
 	if err := Migrate(ctx, conn, "sql/schema"); err != nil {
 		t.Fatalf("migrate: %v", err)
 	}
-	q := New(conn)
+
+	return conn, New(conn)
+}
+
+func makeEmbedding(dim int, val string) string {
+	return "[" + strings.TrimSuffix(strings.Repeat(val+",", dim), ",") + "]"
+}
+
+func TestStoreRoundTrip(t *testing.T) {
+	conn, q := setupTestDB(t)
+	ctx := context.Background()
 
 	uid := fmt.Sprintf("test_%d", time.Now().UnixNano())
-	emb := "[" + strings.TrimSuffix(strings.Repeat("0.0,", 1024), ",") + "]"
+	platform := "Bluesky"
+	emb1 := makeEmbedding(1024, "0.1")
 
-	if err := q.UpsertStyleProfile(ctx, UpsertStyleProfileParams{
+	// Clean up after the test so leftover records do not pollute subsequent runs
+	t.Cleanup(func() {
+		_, _ = conn.ExecContext(context.Background(), "DELETE FROM style_profiles WHERE user_id = $1", uid)
+	})
+
+	// 1. Test INSERT path of Upsert
+	err := q.UpsertStyleProfile(ctx, UpsertStyleProfileParams{
 		UserID:       uid,
-		Platform:     "Bluesky",
+		Platform:     platform,
-		Embedding:    emb,
+		Embedding:    emb1,
 		TopKeywords:  []string{"alpha", "beta"},
-		StyleSummary: "summary",
+		StyleSummary: "original summary",
 		PostCount:    5,
-	}); err != nil {
+	})
-		t.Fatalf("upsert: %v", err)
+	if err != nil {
+		t.Fatalf("initial upsert failed: %v", err)
 	}
 
-	p, err := q.GetStyleProfile(ctx, GetStyleProfileParams{UserID: uid, Platform: "Bluesky"})
+	// 2. Test GET and verify fields
+	p, err := q.GetStyleProfile(ctx, GetStyleProfileParams{UserID: uid, Platform: platform})
 	if err != nil {
-		t.Fatalf("get: %v", err)
+		t.Fatalf("get failed: %v", err)
-	}
-	if p.UserID != uid || p.Platform != "Bluesky" || p.PostCount != 5 {
-		t.Fatalf("unexpected profile: %+v", p)
 	}
 
-	rows, err := q.FindSimilarUsers(ctx, FindSimilarUsersParams{QueryEmbedding: emb, LimitVal: 10})
+	if p.UserID != uid || p.Platform != platform || p.PostCount != 5 {
-	if err != nil {
+		t.Errorf("mismatched basic fields: %+v", p)
-		t.Fatalf("find similar: %v", err)
 	}
+	if p.StyleSummary != "original summary" {
+		t.Errorf("got summary %q, want %q", p.StyleSummary, "original summary")
+	}
+	if !reflect.DeepEqual(p.TopKeywords, []string{"alpha", "beta"}) {
+		t.Errorf("got keywords %v, want %v", p.TopKeywords, []string{"alpha", "beta"})
+	}
+
+	// 3. Test UPDATE path of Upsert (Verify conflict resolution works)
+	emb2 := makeEmbedding(1024, "0.2")
+	err = q.UpsertStyleProfile(ctx, UpsertStyleProfileParams{
+		UserID:       uid,
+		Platform:     platform,
+		Embedding:    emb2,
+		TopKeywords:  []string{"gamma"},
+		StyleSummary: "updated summary",
+		PostCount:    10,
+	})
+	if err != nil {
+		t.Fatalf("secondary upsert (update) failed: %v", err)
+	}
+
+	updated, err := q.GetStyleProfile(ctx, GetStyleProfileParams{UserID: uid, Platform: platform})
+	if err != nil {
+		t.Fatalf("get updated profile failed: %v", err)
+	}
+	if updated.PostCount != 10 || updated.StyleSummary != "updated summary" {
+		t.Errorf("upsert failed to update existing record: %+v", updated)
+	}
+
+	// 4. Test pgvector similarity search
+	rows, err := q.FindSimilarUsers(ctx, FindSimilarUsersParams{
+		QueryEmbedding: emb2,
+		LimitVal:       10,
+	})
+	if err != nil {
+		t.Fatalf("find similar failed: %v", err)
+	}
+
 	found := false
 	for _, r := range rows {
 		if r.UserID == uid {
 			found = true
+			break
 		}
 	}
 	if !found {
-		t.Fatalf("expected newly inserted profile to be returned by similarity search")
+		t.Errorf("expected user %s in similarity results, but was not found", uid)
 	}
 }
 
-// TestStoreSaveTransaction exercises SaveTransaction against a real Postgres database.
-// It is skipped unless TEST_DATABASE_URL is set.
 func TestStoreSaveTransaction(t *testing.T) {
-	dsn := os.Getenv("TEST_DATABASE_URL")
+	conn, q := setupTestDB(t)
-	if dsn == "" {
-		t.Skip("TEST_DATABASE_URL not set; skipping store integration test")
-	}
 	ctx := context.Background()
-	conn, err := sql.Open("postgres", dsn)
-	if err != nil {
-		t.Fatal(err)
-	}
-	defer conn.Close()
-	if err := conn.PingContext(ctx); err != nil {
-		t.Fatalf("cannot reach test database: %v", err)
-	}
-	if err := Migrate(ctx, conn, "sql/schema"); err != nil {
-		t.Fatalf("migrate: %v", err)
-	}
-	q := New(conn)
 
-	txHash := fmt.Sprintf("0x_%d", time.Now().Unix())
+	txHash := fmt.Sprintf("0x_%d", time.Now().UnixNano())
 	amount := "10.0"
 	asset := "ETH"
 	network := "eip155:1"
-	now := time.Now().Unix()
+	recipient := "0x1234567890abcdef"
-	recipient := "0x" + strings.TrimLeft(fmt.Sprintf("%x", now%100000000), "0")
+	sender := "0xabcdef1234567890"
-	sender := "0x" + strings.TrimLeft(fmt.Sprintf("%x", now%100000000+0xab), "0")
+
+	t.Cleanup(func() {
+		_, _ = conn.ExecContext(context.Background(), "DELETE FROM transactions WHERE x402_transaction_hash = $1", txHash)
+	})
 
 	ret, err := q.SaveTransaction(ctx, SaveTransactionParams{
 		X402TransactionHash: txHash,
@@ -113,22 +161,34 @@ func TestStoreSaveTransaction(t *testing.T) {
 	}
 
 	if len(ret) != 1 {
-		t.Fatalf("expected 1 result, got %d", len(ret))
+		t.Fatalf("expected 1 result row returned, got %d", len(ret))
 	}
 
-	id := ret[0].ID
+	saved := ret[0]
-	if id <= 0 {
+	if saved.ID <= 0 {
-		t.Fatalf("expected positive ID, got %d", id)
+		t.Errorf("expected positive ID, got %d", saved.ID)
+	}
+	if !saved.CreatedAt.Valid {
+		t.Error("expected CreatedAt to be set")
 	}
 
-	// Verify the returned row has the expected fields
+	// Since the sqlc query only returns `id` and `created_at`,
-	if !ret[0].CreatedAt.Valid {
+	// verify directly that PostgreSQL stored the remaining columns accurately:
-		t.Fatal("expected CreatedAt to be set")
+	var (
+		gotHash, gotAmount, gotAsset, gotNetwork, gotRecipient, gotSender string
+	)
+	err = conn.QueryRowContext(ctx, `
+		SELECT x402_transaction_hash, amount, asset, network, recipient, sender
+		FROM transactions
+		WHERE id = $1
+	`, saved.ID).Scan(&gotHash, &gotAmount, &gotAsset, &gotNetwork, &gotRecipient, &gotSender)
+	if err != nil {
+		t.Fatalf("failed to query inserted transaction from db: %v", err)
 	}
 
-	// Verify we can retrieve the transaction back
+	if gotHash != txHash || gotAmount != amount || gotAsset != asset ||
-	// Note: we'd need a SELECT query for full verification, but the insert
+		gotNetwork != network || gotRecipient != recipient || gotSender != sender {
-	// returning id and created_at is the critical path tested here
+		t.Errorf("stored values do not match input params: got (%s, %s, %s, %s, %s, %s)",
-
+			gotHash, gotAmount, gotAsset, gotNetwork, gotRecipient, gotSender)
-	t.Logf("SaveTransaction successful: id=%d, hash=%s", id, txHash)
+	}
 }

internal/twitter/client.go

@@ -25,6 +25,12 @@ func parseTwitterTime(s string) time.Time {
 
 const apiBase = "https://api.x.com/2"
 
+// httpTimeout bounds a single HTTP request so a stalled X backend cannot block
+// a request indefinitely.
+const httpTimeout = 60 * time.Second
+
+const userAgent = "naco-api/1.0"
+
 type Client struct {
 	httpClient  *http.Client
 	bearerToken string
@@ -32,7 +38,7 @@ type Client struct {
 
 func NewTwitterClient(bearerToken string) *Client {
 	return &Client{
-		httpClient:  http.DefaultClient,
+		httpClient:  &http.Client{Timeout: httpTimeout},
 		bearerToken: bearerToken,
 	}
 }
@@ -105,95 +111,150 @@ type singleTweetResponse struct {
 	} `json:"errors"`
 }
 
-// doGet issues a GET and retries with exponential backoff when Twitter returns HTTP 429
+const (
-// (Too Many Requests). It honors the x-rate-limit-* headers and caps retries so a
+	maxRetries       = 4
-// sustained rate limit still surfaces as a real error to the caller (and thus isn't billed).
+	maxRateLimitWait = 30 * time.Second // Never stall a request longer than 30s
+)
+
+var defaultBackoff = 500 * time.Millisecond
+
 func (c *Client) doGet(ctx context.Context, endpoint string) ([]byte, error) {
-	const maxRetries = 4
+	backoff := defaultBackoff
-	backoff := 500 * time.Millisecond
+
 	for attempt := 0; ; attempt++ {
 		req, err := http.NewRequestWithContext(ctx, http.MethodGet, endpoint, nil)
 		if err != nil {
 			return nil, fmt.Errorf("failed to build request: %w", err)
 		}
 		req.Header.Set("Authorization", "Bearer "+c.bearerToken)
+		req.Header.Set("User-Agent", userAgent)
 
 		resp, err := c.httpClient.Do(req)
 		if err != nil {
-			return nil, fmt.Errorf("failed to do request: %w", err)
+			// Transport-level failure (connection refused/reset, timeout).
+			if attempt >= maxRetries {
+				return nil, fmt.Errorf("twitter request failed after %d attempts: %w", maxRetries+1, err)
+			}
+			log.WarnWithContext(ctx, "twitter transport error, waiting to retry", "attempt", attempt+1, "error", err)
+			if werr := waitForRetry(ctx, backoff); werr != nil {
+				return nil, werr
+			}
+			backoff *= 2
+			continue
 		}
-		body, err := io.ReadAll(resp.Body)
+
-		resp.Body.Close()
+		// Handle 429 Too Many Requests
+		if resp.StatusCode == http.StatusTooManyRequests {
+			// Drain & close body before retrying.
+			_, _ = io.Copy(io.Discard, resp.Body)
+			_ = resp.Body.Close()
+
+			if attempt >= maxRetries {
+				return nil, fmt.Errorf("twitter rate limit exceeded, max retries reached")
+			}
+
+			wait := parseRateLimitWait(resp.Header, backoff)
+
+			// Protect against 15-minute thread freezes
+			if wait > maxRateLimitWait {
+				return nil, fmt.Errorf("twitter rate limited: reset wait (%s) exceeds maximum allowed (%s)", wait, maxRateLimitWait)
+			}
+
+			log.WarnWithContext(ctx, "twitter rate limited, waiting to retry", "attempt", attempt+1, "wait", wait.String())
+			if werr := waitForRetry(ctx, wait); werr != nil {
+				return nil, werr
+			}
+			backoff *= 2
+			continue
+		}
+
+		body, err := io.ReadAll(io.LimitReader(resp.Body, 2*1024*1024))
+		_ = resp.Body.Close()
 		if err != nil {
 			return nil, fmt.Errorf("failed to read response: %w", err)
 		}
 
-		if resp.StatusCode == http.StatusTooManyRequests {
+		// Retry transient server-side failures (5xx) with backoff. 4xx/3xx fail
-			if attempt >= maxRetries {
+		// fast below.
-				return nil, fmt.Errorf("twitter rate limited after retries: %s", resp.Status)
+		if resp.StatusCode >= http.StatusInternalServerError && attempt < maxRetries {
-			}
+			log.WarnWithContext(ctx, "twitter server error, waiting to retry", "attempt", attempt+1, "status", resp.Status)
-			// Honor x-rate-limit-* headers first
+			if werr := waitForRetry(ctx, backoff); werr != nil {
-			remaining := resp.Header.Get("x-rate-limit-remaining")
+				return nil, werr
-			reset := resp.Header.Get("x-rate-limit-reset")
-			if ra := remaining; ra != "" {
-				if rem, perr := strconv.Atoi(ra); perr == nil {
-					if rem <= 0 && reset != "" {
-						if rst, perr2 := strconv.Atoi(reset); perr2 == nil {
-							// Wait until the rate limit resets (Unix timestamp)
-							now := time.Now().Unix()
-							rst64 := int64(rst)
-							wait := time.Duration(rst64-now) * time.Second
-							if wait > 0 {
-								log.WarnWithContext(ctx, "twitter rate limited, waiting until reset", "reset", reset, "wait", wait.String())
-								select {
-								case <-time.After(wait):
-								case <-ctx.Done():
-									return nil, ctx.Err()
-								}
-								backoff = 500 * time.Millisecond
-								continue
-							}
-						}
-					}
-				}
-			}
-			// Fall back to Retry-After if headers not useful
-			if ra := resp.Header.Get("Retry-After"); ra != "" {
-				if secs, perr := strconv.Atoi(ra); perr == nil && secs > 0 {
-					backoff = time.Duration(secs) * time.Second
-				}
-			}
-			log.WarnWithContext(ctx, "twitter rate limited, backing off", "attempt", attempt+1, "wait", backoff.String())
-			select {
-			case <-time.After(backoff):
-			case <-ctx.Done():
-				return nil, ctx.Err()
 			}
 			backoff *= 2
 			continue
 		}
 
 		if resp.StatusCode != http.StatusOK {
-			return nil, fmt.Errorf("twitter error: %s: %s", resp.Status, string(body))
+			errMsg := strings.TrimSpace(string(body))
+			if len(errMsg) > 512 {
+				errMsg = errMsg[:512] + "... (truncated)"
+			}
+			return nil, fmt.Errorf("twitter error (%s): %s", resp.Status, errMsg)
 		}
+
 		return body, nil
 	}
 }
 
-func (c *Client) resolveUser(ctx context.Context, username string) (string, error) {
+// waitForRetry sleeps for wait, aborting early if the context is canceled.
+// A timer is used (not time.After) so the timer can be stopped to free its
+// resource when the caller abandons the wait.
+func waitForRetry(ctx context.Context, wait time.Duration) error {
+	timer := time.NewTimer(wait)
+	defer timer.Stop()
+	select {
+	case <-timer.C:
+		return nil
+	case <-ctx.Done():
+		return ctx.Err()
+	}
+}
+
+// parseRateLimitWait extracts x-rate-limit-* or Retry-After, falling back to backoff.
+func parseRateLimitWait(header http.Header, fallback time.Duration) time.Duration {
+	// 1. Check x-rate-limit-reset (Unix timestamp)
+	if remStr := header.Get("x-rate-limit-remaining"); remStr != "" {
+		if rem, err := strconv.Atoi(remStr); err == nil && rem <= 0 {
+			if rstStr := header.Get("x-rate-limit-reset"); rstStr != "" {
+				if rst, err := strconv.ParseInt(rstStr, 10, 64); err == nil {
+					// Add 1s clock skew buffer
+					wait := time.Until(time.Unix(rst, 0)) + (1 * time.Second)
+					if wait > 0 {
+						return wait
+					}
+				}
+			}
+		}
+	}
+
+	// 2. Check standard Retry-After (seconds)
+	if ra := header.Get("Retry-After"); ra != "" {
+		if secs, err := strconv.Atoi(ra); err == nil && secs > 0 {
+			return time.Duration(secs)*time.Second + (1 * time.Second)
+		}
+	}
+
+	return fallback
+}
+
+func (c *Client) resolveUser(ctx context.Context, username string) (id, handle string, err error) {
 	endpoint := fmt.Sprintf("%s/users/by/username/%s", apiBase, url.PathEscape(username))
 	body, err := c.doGet(ctx, endpoint)
 	if err != nil {
-		return "", err
+		return "", "", err
 	}
 	var ur userResponse
 	if err := json.Unmarshal(body, &ur); err != nil {
-		return "", fmt.Errorf("failed to unmarshal user response: %w", err)
+		return "", "", fmt.Errorf("failed to unmarshal user response: %w", err)
 	}
 	if len(ur.Errors) > 0 {
-		return "", fmt.Errorf("twitter error: %s: %s", ur.Errors[0].Title, ur.Errors[0].Detail)
+		return "", "", fmt.Errorf("twitter error: %s: %s", ur.Errors[0].Title, ur.Errors[0].Detail)
 	}
-	return ur.Data.ID, nil
+	if ur.Data.ID == "" {
+		return "", "", fmt.Errorf("twitter user %q not found", username)
+	}
+	return ur.Data.ID, ur.Data.Username, nil
 }
 
 func (c *Client) GetLatestNPosts(ctx context.Context, actor string, limit int) ([]*Post, error) {
@@ -202,7 +263,7 @@ func (c *Client) GetLatestNPosts(ctx context.Context, actor string, limit int) (
 	}
 	username := strings.TrimPrefix(actor, "@")
 
-	userID, err := c.resolveUser(ctx, username)
+	userID, handle, err := c.resolveUser(ctx, username)
 	if err != nil {
 		return nil, err
 	}
@@ -210,40 +271,10 @@ func (c *Client) GetLatestNPosts(ctx context.Context, actor string, limit int) (
 	if limit > 100 {
 		limit = 100
 	}
-	if limit < 5 {
-		limit = 5
-	}
 
 	endpoint := fmt.Sprintf("%s/users/%s/tweets?max_results=%d&tweet.fields=created_at,public_metrics&exclude=retweets,replies",
 		apiBase, url.PathEscape(userID), limit)
-	body, err := c.doGet(ctx, endpoint)
+	return c.fetchTweets(ctx, handle, endpoint)
-	if err != nil {
-		return nil, err
-	}
-
-	var tr tweetsResponse
-	if err := json.Unmarshal(body, &tr); err != nil {
-		return nil, fmt.Errorf("failed to unmarshal tweets response: %w", err)
-	}
-	if len(tr.Errors) > 0 {
-		return nil, fmt.Errorf("twitter error: %s: %s", tr.Errors[0].Title, tr.Errors[0].Detail)
-	}
-
-	posts := make([]*Post, 0, len(tr.Data))
-	for _, t := range tr.Data {
-		created := parseTwitterTime(t.CreatedAt)
-		posts = append(posts, &Post{
-			ID:        t.ID,
-			Author:    userID,
-			Content:   t.Text,
-			CreatedAt: created,
-			Likes:     t.PublicMetrics.LikeCount,
-			Reposts:   t.PublicMetrics.RetweetCount,
-			Quotes:    t.PublicMetrics.QuoteCount,
-			Replies:   t.PublicMetrics.ReplyCount,
-		})
-	}
-	return posts, nil
 }
 
 func (c *Client) GetPostsInTimeframe(ctx context.Context, actor string, start, end time.Time, limit int) ([]*Post, error) {
@@ -252,19 +283,22 @@ func (c *Client) GetPostsInTimeframe(ctx context.Context, actor string, start, e
 	}
 	username := strings.TrimPrefix(actor, "@")
 
-	userID, err := c.resolveUser(ctx, username)
+	userID, handle, err := c.resolveUser(ctx, username)
 	if err != nil {
 		return nil, err
 	}
 	if limit > 100 {
 		limit = 100
 	}
-	if limit < 5 {
-		limit = 5
-	}
 
 	endpoint := fmt.Sprintf("%s/users/%s/tweets?start_time=%s&end_time=%s&max_results=%d&tweet.fields=created_at,public_metrics&exclude=retweets,replies",
 		apiBase, url.PathEscape(userID), start.Format(time.RFC3339), end.Format(time.RFC3339), limit)
+	return c.fetchTweets(ctx, handle, endpoint)
+}
+
+// fetchTweets performs the request and converts the tweet payload into Posts,
+// skipping entries without an ID so downstream dedupe keys are never empty.
+func (c *Client) fetchTweets(ctx context.Context, username, endpoint string) ([]*Post, error) {
 	body, err := c.doGet(ctx, endpoint)
 	if err != nil {
 		return nil, err
@@ -280,12 +314,14 @@ func (c *Client) GetPostsInTimeframe(ctx context.Context, actor string, start, e
 
 	posts := make([]*Post, 0, len(tr.Data))
 	for _, t := range tr.Data {
-		created := parseTwitterTime(t.CreatedAt)
+		if t.ID == "" {
+			continue
+		}
 		posts = append(posts, &Post{
 			ID:        t.ID,
-			Author:    userID,
+			Author:    username,
 			Content:   t.Text,
-			CreatedAt: created,
+			CreatedAt: parseTwitterTime(t.CreatedAt),
 			Likes:     t.PublicMetrics.LikeCount,
 			Reposts:   t.PublicMetrics.RetweetCount,
 			Quotes:    t.PublicMetrics.QuoteCount,
@@ -316,32 +352,18 @@ func (c *Client) GetPost(ctx context.Context, id string) (*Post, error) {
 	if tr.Data.ID == "" {
 		return nil, fmt.Errorf("tweet %q not found", id)
 	}
-	author := id
+	author := "unknown"
 	if len(tr.Includes.Users) > 0 {
 		author = tr.Includes.Users[0].Username
 	}
-	created, _ := time.Parse(time.RFC3339, tr.Data.CreatedAt)
 	return &Post{
 		ID:        tr.Data.ID,
 		Author:    author,
 		Content:   tr.Data.Text,
-		CreatedAt: created,
+		CreatedAt: parseTwitterTime(tr.Data.CreatedAt),
 		Likes:     tr.Data.PublicMetrics.LikeCount,
 		Reposts:   tr.Data.PublicMetrics.RetweetCount,
 		Quotes:    tr.Data.PublicMetrics.QuoteCount,
 		Replies:   tr.Data.PublicMetrics.ReplyCount,
 	}, nil
 }
-
-type userFields struct {
-	ID              string `json:"id"`
-	Name            string `json:"name"`
-	Username        string `json:"username"`
-	Description     string `json:"description"`
-	ProfileImageURL string `json:"profile_image_url"`
-	PublicMetrics   struct {
-		FollowersCount int `json:"followers_count"`
-		FollowingCount int `json:"following_count"`
-		TweetCount     int `json:"tweet_count"`
-	} `json:"public_metrics"`
-}

internal/twitter/client_test.go

@@ -2,14 +2,22 @@ package twitter
 
 import (
 	"context"
+	"errors"
 	"fmt"
+	"io"
 	"net/http"
 	"net/http/httptest"
 	"strings"
+	"sync"
 	"testing"
 	"time"
 )
 
+// Speed up test suite: override defaultBackoff to 1ms so retries are instantaneous.
+func init() {
+	defaultBackoff = 1 * time.Millisecond
+}
+
 type roundTripFunc func(*http.Request) (*http.Response, error)
 
 func (f roundTripFunc) RoundTrip(r *http.Request) (*http.Response, error) { return f(r) }
@@ -46,7 +54,8 @@ func TestGetLatestNPosts(t *testing.T) {
 			w.WriteHeader(http.StatusUnauthorized)
 			return
 		}
-		fmt.Fprint(w, `{"data":{"id":"12345","name":"Test","username":"testuser"}}`)
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = io.WriteString(w, `{"data":{"id":"12345","name":"Test","username":"testuser"}}`)
 	})
 	mux.HandleFunc("/2/users/12345/tweets", func(w http.ResponseWriter, r *http.Request) {
 		if r.Header.Get("Authorization") != "Bearer test-token" {
@@ -54,7 +63,8 @@ func TestGetLatestNPosts(t *testing.T) {
 			return
 		}
 		tweetsURL = r.URL.String()
-		fmt.Fprint(w, `{"data":[{"id":"1","text":"hello world","created_at":"2024-01-01T00:00:00Z"}]}`)
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = io.WriteString(w, `{"data":[{"id":"1","text":"hello world","created_at":"2024-01-01T00:00:00Z"}]}`)
 	})
 	server := httptest.NewServer(mux)
 	defer server.Close()
@@ -67,7 +77,7 @@ func TestGetLatestNPosts(t *testing.T) {
 	if len(posts) != 1 {
 		t.Fatalf("expected 1 post, got %d", len(posts))
 	}
-	if posts[0].Content != "hello world" || posts[0].Author != "12345" {
+	if posts[0].Content != "hello world" || posts[0].Author != "testuser" {
 		t.Fatalf("unexpected post: %+v", posts[0])
 	}
 	if !strings.Contains(tweetsURL, "max_results=10") {
@@ -75,16 +85,18 @@ func TestGetLatestNPosts(t *testing.T) {
 	}
 }
 
-func TestGetLatestNPostsLimitClamp(t *testing.T) {
+func TestGetLatestNPostsLimitNoLowerFloor(t *testing.T) {
 	mux := http.NewServeMux()
 	mux.HandleFunc("/2/users/by/username/", func(w http.ResponseWriter, r *http.Request) {
-		fmt.Fprint(w, `{"data":{"id":"1","username":"u"}}`)
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = io.WriteString(w, `{"data":{"id":"1","username":"u"}}`)
 	})
 	mux.HandleFunc("/2/users/1/tweets", func(w http.ResponseWriter, r *http.Request) {
-		if got := r.URL.Query().Get("max_results"); got != "5" {
+		if got := r.URL.Query().Get("max_results"); got != "3" {
-			t.Fatalf("expected clamped max_results=5 for limit=3, got %q", got)
+			t.Fatalf("expected max_results=3 for limit=3, got %q", got)
 		}
-		fmt.Fprint(w, `{"data":[]}`)
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = io.WriteString(w, `{"data":[]}`)
 	})
 	server := httptest.NewServer(mux)
 	defer server.Close()
@@ -110,14 +122,16 @@ func TestGetLatestNPostsHTTPError(t *testing.T) {
 func TestGetPost(t *testing.T) {
 	mux := http.NewServeMux()
 	mux.HandleFunc("/2/users/by/username/", func(w http.ResponseWriter, r *http.Request) {
-		fmt.Fprint(w, `{"data":{"id":"12345","username":"testuser"}}`)
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = io.WriteString(w, `{"data":{"id":"12345","username":"testuser"}}`)
 	})
 	mux.HandleFunc("/2/tweets/999", func(w http.ResponseWriter, r *http.Request) {
 		if r.Header.Get("Authorization") != "Bearer test-token" {
 			w.WriteHeader(http.StatusUnauthorized)
 			return
 		}
-		fmt.Fprint(w, `{"data":{"id":"999","text":"a single tweet","created_at":"2024-02-02T00:00:00Z","public_metrics":{"retweet_count":2,"reply_count":1,"like_count":5,"quote_count":0}},"includes":{"users":[{"username":"testuser"}]}}`)
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = io.WriteString(w, `{"data":{"id":"999","text":"a single tweet","created_at":"2024-02-02T00:00:00Z","public_metrics":{"retweet_count":2,"reply_count":1,"like_count":5,"quote_count":0}},"includes":{"users":[{"username":"testuser"}]}}`)
 	})
 	server := httptest.NewServer(mux)
 	defer server.Close()
@@ -138,7 +152,8 @@ func TestGetPost(t *testing.T) {
 func TestGetPostsInTimeframe(t *testing.T) {
 	mux := http.NewServeMux()
 	mux.HandleFunc("/2/users/by/username/", func(w http.ResponseWriter, r *http.Request) {
-		fmt.Fprint(w, `{"data":{"id":"12345","username":"testuser"}}`)
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = io.WriteString(w, `{"data":{"id":"12345","username":"testuser"}}`)
 	})
 	mux.HandleFunc("/2/users/12345/tweets", func(w http.ResponseWriter, r *http.Request) {
 		if r.Header.Get("Authorization") != "Bearer test-token" {
@@ -148,7 +163,8 @@ func TestGetPostsInTimeframe(t *testing.T) {
 		if r.URL.Query().Get("start_time") == "" || r.URL.Query().Get("end_time") == "" {
 			t.Fatalf("expected start_time and end_time query params")
 		}
-		fmt.Fprint(w, `{"data":[{"id":"1","text":"timed post","created_at":"2024-03-03T00:00:00Z","public_metrics":{"retweet_count":0,"reply_count":0,"like_count":3,"quote_count":0}}]}`)
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = io.WriteString(w, `{"data":[{"id":"1","text":"timed post","created_at":"2024-03-03T00:00:00Z","public_metrics":{"retweet_count":0,"reply_count":0,"like_count":3,"quote_count":0}}]}`)
 	})
 	server := httptest.NewServer(mux)
 	defer server.Close()
@@ -174,54 +190,19 @@ func TestRateLimitRetryWithResetHeader(t *testing.T) {
 	mux.HandleFunc("/2/users/by/username/", func(w http.ResponseWriter, r *http.Request) {
 		callCount++
 		if callCount == 1 {
-			// First call: rate limited with reset header
+			// First call: rate limited with reset header slightly in the past/present
 			w.Header().Set("x-rate-limit-remaining", "0")
-			w.Header().Set("x-rate-limit-reset", fmt.Sprintf("%d", time.Now().Add(100*time.Millisecond).Unix()))
+			w.Header().Set("x-rate-limit-reset", fmt.Sprintf("%d", time.Now().Unix()))
 			w.WriteHeader(http.StatusTooManyRequests)
 			return
 		}
 		// Second call: success
-		fmt.Fprint(w, `{"data":{"id":"12345","name":"Test","username":"testuser"}}`)
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = io.WriteString(w, `{"data":{"id":"12345","name":"Test","username":"testuser"}}`)
 	})
 	mux.HandleFunc("/2/users/12345/tweets", func(w http.ResponseWriter, r *http.Request) {
-		fmt.Fprint(w, `{"data":[{"id":"1","text":"hello","created_at":"2024-01-01T00:00:00Z"}]}`)
+		w.Header().Set("Content-Type", "application/json")
-	})
+		_, _ = io.WriteString(w, `{"data":[{"id":"1","text":"hello","created_at":"2024-01-01T00:00:00Z"}]}`)
-	server := httptest.NewServer(mux)
-	defer server.Close()
-
-	c := newTestClient(server.URL)
-	// Use a short context timeout to avoid waiting too long
-	ctx, cancel := context.WithTimeout(context.Background(), 5*time.Second)
-	defer cancel()
-
-	posts, err := c.GetLatestNPosts(ctx, "@testuser", 10)
-	if err != nil {
-		t.Fatalf("GetLatestNPosts error after retry: %v", err)
-	}
-	if callCount != 2 {
-		t.Fatalf("expected 2 calls (1 retry), got %d", callCount)
-	}
-	if len(posts) != 1 {
-		t.Fatalf("expected 1 post after retry, got %d", len(posts))
-	}
-}
-
-func TestRateLimitRetryWithRetryAfterHeader(t *testing.T) {
-	callCount := 0
-	mux := http.NewServeMux()
-	mux.HandleFunc("/2/users/by/username/", func(w http.ResponseWriter, r *http.Request) {
-		callCount++
-		if callCount == 1 {
-			// First call: rate limited with Retry-After header
-			w.Header().Set("Retry-After", "1") // 1 second
-			w.WriteHeader(http.StatusTooManyRequests)
-			return
-		}
-		// Second call: success
-		fmt.Fprint(w, `{"data":{"id":"12345","name":"Test","username":"testuser"}}`)
-	})
-	mux.HandleFunc("/2/users/12345/tweets", func(w http.ResponseWriter, r *http.Request) {
-		fmt.Fprint(w, `{"data":[{"id":"1","text":"hello","created_at":"2024-01-01T00:00:00Z"}]}`)
 	})
 	server := httptest.NewServer(mux)
 	defer server.Close()
@@ -247,29 +228,25 @@ func TestRateLimitExhaustedAfterMaxRetries(t *testing.T) {
 	mux := http.NewServeMux()
 	mux.HandleFunc("/2/users/by/username/", func(w http.ResponseWriter, r *http.Request) {
 		callCount++
-		// Always rate limited - no reset header, no Retry-After, so exponential backoff is used
 		w.Header().Set("x-rate-limit-remaining", "0")
-		// Don't set x-rate-limit-reset or Retry-After to force exponential backoff
 		w.WriteHeader(http.StatusTooManyRequests)
 	})
 	server := httptest.NewServer(mux)
 	defer server.Close()
 
 	c := newTestClient(server.URL)
-	// Use a timeout long enough for all retries (4 retries with exponential backoff: 500ms, 1s, 2s, 4s = ~7.5s)
+	ctx, cancel := context.WithTimeout(context.Background(), 2*time.Second)
-	ctx, cancel := context.WithTimeout(context.Background(), 15*time.Second)
 	defer cancel()
 
 	_, err := c.GetLatestNPosts(ctx, "@testuser", 10)
 	if err == nil {
 		t.Fatal("expected error after max retries exhausted")
 	}
-	// Should have tried maxRetries (4) + 1 initial = 5 times
 	if callCount < 5 {
 		t.Fatalf("expected at least 5 attempts (1 initial + 4 retries), got %d", callCount)
 	}
-	if !strings.Contains(err.Error(), "rate limited after retries") {
+	if !strings.Contains(err.Error(), "rate limit") {
-		t.Fatalf("expected 'rate limited after retries' error, got %v", err)
+		t.Fatalf("expected rate limit error, got %v", err)
 	}
 }
 
@@ -277,7 +254,8 @@ func TestUserLookupNotFound(t *testing.T) {
 	mux := http.NewServeMux()
 	mux.HandleFunc("/2/users/by/username/", func(w http.ResponseWriter, r *http.Request) {
 		w.WriteHeader(http.StatusNotFound)
-		fmt.Fprint(w, `{"errors":[{"title":"Not Found","detail":"User not found"}]}`)
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = io.WriteString(w, `{"errors":[{"title":"Not Found","detail":"User not found"}]}`)
 	})
 	server := httptest.NewServer(mux)
 	defer server.Close()
@@ -296,7 +274,8 @@ func TestUserLookupUnauthorized(t *testing.T) {
 	mux := http.NewServeMux()
 	mux.HandleFunc("/2/users/by/username/", func(w http.ResponseWriter, r *http.Request) {
 		w.WriteHeader(http.StatusUnauthorized)
-		fmt.Fprint(w, `{"errors":[{"title":"Unauthorized","detail":"Invalid token"}]}`)
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = io.WriteString(w, `{"errors":[{"title":"Unauthorized","detail":"Invalid token"}]}`)
 	})
 	server := httptest.NewServer(mux)
 	defer server.Close()
@@ -314,65 +293,153 @@ func TestUserLookupUnauthorized(t *testing.T) {
 func TestUserLookupRateLimited(t *testing.T) {
 	mux := http.NewServeMux()
 	mux.HandleFunc("/2/users/by/username/", func(w http.ResponseWriter, r *http.Request) {
-		w.Header().Set("Retry-After", "1")
 		w.WriteHeader(http.StatusTooManyRequests)
 	})
 	server := httptest.NewServer(mux)
 	defer server.Close()
 
 	c := newTestClient(server.URL)
-	// Need enough time for max retries (4 retries * 1 second = 4 seconds) + initial
+	ctx, cancel := context.WithTimeout(context.Background(), 2*time.Second)
-	ctx, cancel := context.WithTimeout(context.Background(), 10*time.Second)
 	defer cancel()
 
 	_, err := c.GetLatestNPosts(ctx, "@testuser", 10)
 	if err == nil {
 		t.Fatal("expected error for rate limited user lookup")
 	}
-	if !strings.Contains(err.Error(), "twitter error") && !strings.Contains(err.Error(), "rate limited after retries") {
+	if !strings.Contains(err.Error(), "rate limit") {
-		t.Fatalf("expected twitter error or rate limited after retries, got %v", err)
+		t.Fatalf("expected rate limit error, got %v", err)
 	}
 }
 
 func TestContextCancellationDuringRetry(t *testing.T) {
-	callCount := 0
+	reqReceived := make(chan struct{})
+	var once sync.Once
+
 	mux := http.NewServeMux()
 	mux.HandleFunc("/2/users/by/username/", func(w http.ResponseWriter, r *http.Request) {
-		callCount++
+		w.Header().Set("x-rate-limit-remaining", "0")
-		// First call: rate limited with long reset time
+		w.Header().Set("x-rate-limit-reset", fmt.Sprintf("%d", time.Now().Add(10*time.Second).Unix()))
-		if callCount == 1 {
+		w.WriteHeader(http.StatusTooManyRequests)
-			w.Header().Set("x-rate-limit-remaining", "0")
+		once.Do(func() {
-			w.Header().Set("x-rate-limit-reset", fmt.Sprintf("%d", time.Now().Add(10*time.Second).Unix()))
+			close(reqReceived) // Signal test that the 429 response was returned
-			w.WriteHeader(http.StatusTooManyRequests)
+		})
-			return
-		}
 	})
 	server := httptest.NewServer(mux)
 	defer server.Close()
 
 	c := newTestClient(server.URL)
-	// Cancel context immediately after first call
 	ctx, cancel := context.WithCancel(context.Background())
-	// Start the request in a goroutine
+
 	done := make(chan error, 1)
 	go func() {
 		_, err := c.GetLatestNPosts(ctx, "@testuser", 10)
 		done <- err
 	}()
 
-	// Give it a moment to make the first call, then cancel
+	// Deterministic wait: block until the mock server receives the request, then cancel immediately
-	time.Sleep(100 * time.Millisecond)
+	select {
-	cancel()
+	case <-reqReceived:
+		cancel()
+	case <-time.After(2 * time.Second):
+		t.Fatal("timed out waiting for mock request to be hit")
+	}
 
 	select {
 	case err := <-done:
 		if err == nil {
 			t.Fatal("expected error from context cancellation")
 		}
-		if !strings.Contains(err.Error(), "context canceled") && !strings.Contains(err.Error(), "context cancelled") {
+		if !errors.Is(err, context.Canceled) && !strings.Contains(err.Error(), "context canceled") {
-			t.Fatalf("expected context cancellation error, got %v", err)
+			t.Fatalf("expected context.Canceled, got %v", err)
 		}
 	case <-time.After(2 * time.Second):
-		t.Fatal("test timed out waiting for cancellation")
+		t.Fatal("test timed out waiting for goroutine to abort")
+	}
+}
+
+func TestResolveUserEmptyData(t *testing.T) {
+	// 200 with an empty data object (banned/suspended or privacy-restricted
+	// account) must error rather than build a bogus /users//tweets request.
+	var tweetsCalled bool
+	mux := http.NewServeMux()
+	mux.HandleFunc("/2/users/by/username/", func(w http.ResponseWriter, r *http.Request) {
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = io.WriteString(w, `{"data":{}}`)
+	})
+	mux.HandleFunc("/2/users//tweets", func(w http.ResponseWriter, r *http.Request) {
+		tweetsCalled = true
+	})
+	server := httptest.NewServer(mux)
+	defer server.Close()
+
+	c := newTestClient(server.URL)
+	_, err := c.GetLatestNPosts(context.Background(), "@ghost", 10)
+	if err == nil {
+		t.Fatal("expected error for empty user data, got nil")
+	}
+	if !strings.Contains(err.Error(), "not found") {
+		t.Fatalf("expected 'not found' error, got %v", err)
+	}
+	if tweetsCalled {
+		t.Fatal("tweets endpoint should not be called when user lookup returns empty data")
+	}
+}
+
+func TestGetLatestNPostsSkipsEmptyID(t *testing.T) {
+	mux := http.NewServeMux()
+	mux.HandleFunc("/2/users/by/username/", func(w http.ResponseWriter, r *http.Request) {
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = io.WriteString(w, `{"data":{"id":"1","username":"u"}}`)
+	})
+	mux.HandleFunc("/2/users/1/tweets", func(w http.ResponseWriter, r *http.Request) {
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = io.WriteString(w, `{"data":[{"id":"","text":"bad"},{"id":"2","text":"good","created_at":"2024-01-01T00:00:00Z"}]}`)
+	})
+	server := httptest.NewServer(mux)
+	defer server.Close()
+
+	c := newTestClient(server.URL)
+	posts, err := c.GetLatestNPosts(context.Background(), "u", 10)
+	if err != nil {
+		t.Fatalf("error: %v", err)
+	}
+	if len(posts) != 1 {
+		t.Fatalf("expected 1 post (empty-ID tweet skipped), got %d", len(posts))
+	}
+	if posts[0].ID != "2" || posts[0].Content != "good" {
+		t.Fatalf("unexpected post: %+v", posts[0])
+	}
+}
+
+func TestServerErrorRetried(t *testing.T) {
+	callCount := 0
+	mux := http.NewServeMux()
+	mux.HandleFunc("/2/users/by/username/", func(w http.ResponseWriter, r *http.Request) {
+		callCount++
+		if callCount == 1 {
+			w.WriteHeader(http.StatusInternalServerError)
+			_, _ = io.WriteString(w, `{"title":"Internal Server Error","detail":"transient"}`)
+			return
+		}
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = io.WriteString(w, `{"data":{"id":"1","username":"u"}}`)
+	})
+	mux.HandleFunc("/2/users/1/tweets", func(w http.ResponseWriter, r *http.Request) {
+		w.Header().Set("Content-Type", "application/json")
+		_, _ = io.WriteString(w, `{"data":[{"id":"1","text":"ok","created_at":"2024-01-01T00:00:00Z"}]}`)
+	})
+	server := httptest.NewServer(mux)
+	defer server.Close()
+
+	c := newTestClient(server.URL)
+	posts, err := c.GetLatestNPosts(context.Background(), "u", 10)
+	if err != nil {
+		t.Fatalf("GetLatestNPosts error after 5xx retry: %v", err)
+	}
+	if callCount != 2 {
+		t.Fatalf("expected 2 calls (1 failure + 1 retry), got %d", callCount)
+	}
+	if len(posts) != 1 || posts[0].Content != "ok" {
+		t.Fatalf("unexpected posts after retry: %+v", posts)
 	}
 }

internal/utils/styleProfiles.go

@@ -56,17 +56,34 @@ func FormatVector(v []float64) string {
 	return "[" + strings.Join(parts, ",") + "]"
 }
 
+// AverageVector returns the element-wise mean of vs. Zero-length vectors (e.g. an
+// embedding model returning an empty vector for a post without text) are skipped, and
+// the accumulator is sized from the first non-empty vector so a leading empty vector
+// cannot panic later in the loop. Returns nil when no usable vector is present.
 func AverageVector(vs [][]float64) []float64 {
-	dim := len(vs[0])
+	dim := 0
-	avg := make([]float64, dim)
+	var valid [][]float64
-
 	for _, v := range vs {
-		for i, val := range v {
+		if len(v) == 0 {
-			avg[i] += val
+			continue
+		}
+		if dim == 0 {
+			dim = len(v)
+		}
+		valid = append(valid, v)
+	}
+	if len(valid) == 0 {
+		return nil
+	}
+
+	avg := make([]float64, dim)
+	for _, v := range valid {
+		for i := 0; i < dim && i < len(v); i++ {
+			avg[i] += v[i]
 		}
 	}
 	for i := range avg {
-		avg[i] /= float64(len(vs))
+		avg[i] /= float64(len(valid))
 	}
 	return avg
 }

internal/utils/styleProfiles_test.go

@@ -0,0 +1,47 @@
+package utils
+
+import (
+	"math"
+	"testing"
+)
+
+func assertVectorsEqual(t *testing.T, got, want []float64) {
+	t.Helper()
+	if len(got) != len(want) {
+		t.Fatalf("length %d, want %d", len(got), len(want))
+	}
+	for i := range want {
+		if math.Abs(got[i]-want[i]) > 1e-9 {
+			t.Fatalf("index %d = %v, want %v", i, got, want)
+		}
+	}
+}
+
+func TestAverageVector(t *testing.T) {
+	tests := []struct {
+		name string
+		in   [][]float64
+		want []float64
+	}{
+		{name: "empty input", in: nil, want: nil},
+		{name: "empty slice", in: [][]float64{}, want: nil},
+		{name: "all empty vectors", in: [][]float64{{}, {}, {}}, want: nil},
+		{name: "single vector", in: [][]float64{{0.4, -0.2}}, want: []float64{0.4, -0.2}},
+		{name: "multiple vectors", in: [][]float64{{0.1, 0.2}, {0.3, 0.4}}, want: []float64{0.2, 0.3}},
+		{name: "first vector empty", in: [][]float64{{}, {0.1, 0.2}, {0.3, 0.4}}, want: []float64{0.2, 0.3}},
+		{name: "trailing empty vectors", in: [][]float64{{0.1, 0.2}, {}, {0.3, 0.4}}, want: []float64{0.2, 0.3}},
+		{name: "only first valid", in: [][]float64{{}, {}, {0.1, 0.2}}, want: []float64{0.1, 0.2}},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got := AverageVector(tt.in)
+			if tt.want == nil {
+				if got != nil {
+					t.Fatalf("AverageVector(%v) = %v, want nil", tt.in, got)
+				}
+				return
+			}
+			assertVectorsEqual(t, got, tt.want)
+		})
+	}
+}

internal/x402/mcpwrapper.go

@@ -0,0 +1,156 @@
+package x402
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+
+	"github.com/modelcontextprotocol/go-sdk/mcp"
+	log "github.com/nacorid/logger"
+	x402 "github.com/x402-foundation/x402/go/v2"
+	"github.com/x402-foundation/x402/go/v2/types"
+)
+
+// Payment meta keys exchanged over MCP, mirroring the x402 SDK contract.
+const (
+	PaymentMetaKey         = "x402/payment"
+	PaymentResponseMetaKey = "x402/payment-response"
+)
+
+// SettleAmountResolver computes the actual settlement amount for a completed
+// tool call. It returns ("", false) to settle the amount advertised in the
+// payment requirements as-is.
+type SettleAmountResolver func(result *mcp.CallToolResult) (string, bool)
+
+// PaymentWrapperConfig configures a PaymentWrapper. Unlike the SDK's wrapper,
+// it accepts a SettleAmountResolver so upto-scheme tools can charge the actual
+// computed cost after the handler runs (the same behavior the REST path gets
+// via nethttp.SetSettlementOverrides).
+type PaymentWrapperConfig struct {
+	Accepts    []x402.PaymentRequirements
+	Resource   *types.ResourceInfo
+	Extensions map[string]interface{}
+	// SettleAmountResolver is invoked after a successful handler call. When it
+	// returns a non-empty amount, that amount is charged instead of the
+	// advertised maximum (which must therefore be <= the accept amount).
+	SettleAmountResolver SettleAmountResolver
+}
+
+// PaymentWrapper gates an MCP tool behind x402 payments and settles them.
+type PaymentWrapper struct {
+	server *x402.X402ResourceServer
+	config PaymentWrapperConfig
+}
+
+// NewPaymentWrapper creates a PaymentWrapper for the given resource server.
+func NewPaymentWrapper(server *x402.X402ResourceServer, config PaymentWrapperConfig) *PaymentWrapper {
+	if len(config.Accepts) == 0 {
+		panic("PaymentWrapperConfig.Accepts must have at least one payment requirement")
+	}
+	return &PaymentWrapper{server: server, config: config}
+}
+
+// Wrap returns a ToolHandler that requires a valid x402 payment before invoking
+// the wrapped handler and settles it afterwards.
+func (w *PaymentWrapper) Wrap(handler mcp.ToolHandler) mcp.ToolHandler {
+	return func(ctx context.Context, request *mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		paymentData := extractPaymentFromRequest(request)
+		if paymentData == nil {
+			return w.paymentRequiredResult("Payment Required"), nil
+		}
+
+		payloadBytes, err := json.Marshal(paymentData)
+		if err != nil {
+			return w.paymentRequiredResult(fmt.Sprintf("Invalid payment payload: %v", err)), nil
+		}
+		var payload types.PaymentPayload
+		if err := json.Unmarshal(payloadBytes, &payload); err != nil {
+			return w.paymentRequiredResult(fmt.Sprintf("Invalid payment payload: %v", err)), nil
+		}
+
+		matched := w.server.FindMatchingRequirements(w.config.Accepts, payload)
+		if matched == nil {
+			return w.paymentRequiredResult("No matching payment requirements found"), nil
+		}
+		requirements := *matched
+
+		verifyResp, err := w.server.VerifyPayment(ctx, payload, requirements)
+		if err != nil {
+			return w.paymentRequiredResult(fmt.Sprintf("Payment verification error: %v", err)), nil
+		}
+		if !verifyResp.IsValid {
+			return w.paymentRequiredResult(fmt.Sprintf("Payment verification failed: %s", verifyResp.InvalidReason)), nil
+		}
+
+		result, err := handler(ctx, request)
+		if err != nil {
+			return nil, err
+		}
+		if result.IsError {
+			return result, nil
+		}
+
+		var overrides *x402.SettlementOverrides
+		if w.config.SettleAmountResolver != nil {
+			if amount, ok := w.config.SettleAmountResolver(result); ok && amount != "" {
+				overrides = &x402.SettlementOverrides{Amount: amount}
+				log.Debug("MCP settlement override", "amount", amount)
+			}
+		}
+
+		settleResp, err := w.server.SettlePayment(ctx, payload, requirements, overrides)
+		if err != nil {
+			return w.settlementFailedResult(fmt.Sprintf("Settlement error: %v", err)), nil
+		}
+		if !settleResp.Success {
+			return w.settlementFailedResult(fmt.Sprintf("Settlement failed: %s", settleResp.ErrorReason)), nil
+		}
+
+		if result.Meta == nil {
+			result.Meta = mcp.Meta{}
+		}
+		result.Meta[PaymentResponseMetaKey] = settleResp
+		return result, nil
+	}
+}
+
+func extractPaymentFromRequest(request *mcp.CallToolRequest) interface{} {
+	if request == nil || request.Params.Meta == nil {
+		return nil
+	}
+	return request.Params.Meta[PaymentMetaKey]
+}
+
+func (w *PaymentWrapper) paymentRequiredResult(errorMessage string) *mcp.CallToolResult {
+	var resource *types.ResourceInfo
+	if w.config.Resource != nil {
+		resource = &types.ResourceInfo{
+			URL:         w.config.Resource.URL,
+			Description: w.config.Resource.Description,
+		}
+	}
+	payment := types.PaymentRequired{
+		X402Version: 2,
+		Error:       errorMessage,
+		Resource:    resource,
+		Accepts:     w.config.Accepts,
+		Extensions:  w.config.Extensions,
+	}
+	b, err := json.Marshal(payment)
+	if err != nil {
+		panic(err)
+	}
+	return &mcp.CallToolResult{
+		IsError: true,
+		Content: []mcp.Content{&mcp.TextContent{Text: string(b)}},
+	}
+}
+
+func (w *PaymentWrapper) settlementFailedResult(errorMessage string) *mcp.CallToolResult {
+	return &mcp.CallToolResult{
+		IsError: true,
+		Content: []mcp.Content{
+			&mcp.TextContent{Text: fmt.Sprintf("{\"x402Version\":2,\"error\":%q}", errorMessage)},
+		},
+	}
+}

internal/x402/x402.go

@@ -7,10 +7,13 @@ import (
 	"fmt"
 	"io"
 	"log/slog"
+	"math"
 	"net"
 	"net/http"
 	"os"
+	"os/user"
 	"reflect"
+	"slices"
 	"strconv"
 	"strings"
 	"sync"
@@ -22,9 +25,9 @@ import (
 	x402 "github.com/x402-foundation/x402/go/v2"
 	x402http "github.com/x402-foundation/x402/go/v2/http"
 	nethttp "github.com/x402-foundation/x402/go/v2/http/nethttp"
-	x402mcp "github.com/x402-foundation/x402/go/v2/mcp"
 	evm "github.com/x402-foundation/x402/go/v2/mechanisms/evm/exact/server"
 	uptoevm "github.com/x402-foundation/x402/go/v2/mechanisms/evm/upto/server"
+	"github.com/x402-foundation/x402/go/v2/types"
 )
 
 type X402Middlewares struct {
@@ -55,6 +58,14 @@ type X402Server struct {
 
 	resourceInitMu   sync.Mutex
 	resourceInitDone bool
+
+	// settleResolvers maps payable tool name -> SettleAmountResolver used by
+	// both the MCP wrapper and the REST override path to charge the actual
+	// computed cost (instead of the advertised upto maximum).
+	settleResolvers map[string]SettleAmountResolver
+
+	httpServer *http.Server
+	mu         sync.Mutex
 }
 
 const VERSION1 = "v1/"
@@ -108,6 +119,7 @@ func NewX402Server(name, version string, facilitatorURL string, auth x402http.Au
 		tools:              make([]ToolInfo, 0),
 		globalReqLog:       globalLoggingMw,
 		networks:           networks,
+		settleResolvers:    make(map[string]SettleAmountResolver),
 	}
 
 	// Warm the facilitator cache now so AddPayableTool can build Accepts with
@@ -128,7 +140,7 @@ func NewX402Server(name, version string, facilitatorURL string, auth x402http.Au
 
 	s.mux.HandleFunc("GET /healthz", func(w http.ResponseWriter, r *http.Request) {
 		w.WriteHeader(http.StatusOK)
-		w.Write([]byte("ok"))
+		_, _ = w.Write([]byte("ok"))
 	})
 
 	s.mux.HandleFunc("GET /openapi.json", s.serveOpenAPI)
@@ -151,9 +163,9 @@ const facilitatorRetryTimeout = 10 * time.Second
 // facilitator outage at boot (or afterwards) no longer requires a restart.
 func (s *X402Server) ensureFacilitatorReady(ctx context.Context) {
 	s.resourceInitMu.Lock()
-	done := s.resourceInitDone
+	defer s.resourceInitMu.Unlock()
-	s.resourceInitMu.Unlock()
+
-	if done {
+	if s.resourceInitDone {
 		return
 	}
 
@@ -164,9 +176,7 @@ func (s *X402Server) ensureFacilitatorReady(ctx context.Context) {
 		return
 	}
 
-	s.resourceInitMu.Lock()
 	s.resourceInitDone = true
-	s.resourceInitMu.Unlock()
 }
 
 func (s *X402Server) AddTool(tool mcp.Tool, handler mcp.ToolHandler) {
@@ -190,11 +200,12 @@ func (s *X402Server) AddTool(tool mcp.Tool, handler mcp.ToolHandler) {
 func (s *X402Server) AddPayableTool(
 	tool mcp.Tool,
 	handler mcp.ToolHandler,
+	resolver SettleAmountResolver,
 	requirements ...x402.PaymentRequirements,
 ) {
 
 	if len(requirements) == 0 {
-		log.Fatalf("tool %s requires at least one payment requirement", tool.Name)
+		panic(fmt.Sprintf("tool %s requires at least one payment requirement", tool.Name))
 	}
 
 	// Convert each raw dollar price into the asset's smallest-unit integer amount using the
@@ -212,7 +223,7 @@ func (s *X402Server) AddPayableTool(
 			Extra:             req.Extra,
 		})
 		if err != nil {
-			log.Fatalf("tool %s failed to build MCP payment requirements for scheme %s: %v", tool.Name, req.Scheme, err)
+			panic(fmt.Sprintf("tool %s failed to build MCP payment requirements for scheme %s: %v", tool.Name, req.Scheme, err))
 		}
 		mcpAccepts = append(mcpAccepts, built...)
 	}
@@ -220,9 +231,14 @@ func (s *X402Server) AddPayableTool(
 	tool.InputSchema = toJSONSchema(tool.InputSchema)
 	tool.OutputSchema = toJSONSchema(tool.OutputSchema)
 
-	wrapper := x402mcp.NewPaymentWrapper(s.x402ResourceServer, x402mcp.PaymentWrapperConfig{
+	if resolver != nil {
-		Accepts: mcpAccepts,
+		s.settleResolvers[tool.Name] = resolver
-		Resource: &x402mcp.ResourceInfo{
+	}
+
+	wrapper := NewPaymentWrapper(s.x402ResourceServer, PaymentWrapperConfig{
+		Accepts:              mcpAccepts,
+		SettleAmountResolver: resolver,
+		Resource: &types.ResourceInfo{
 			URL:         "mcp://tool/" + tool.Name,
 			Description: tool.Description,
 		},
@@ -240,27 +256,16 @@ func (s *X402Server) AddPayableTool(
 	var options x402http.PaymentOptions
 	for _, req := range requirements {
 		options = append(options, x402http.PaymentOption{
-			Scheme:  req.Scheme,
+			Scheme:            req.Scheme,
-			PayTo:   req.PayTo,
+			PayTo:             req.PayTo,
-			Price:   req.Amount,
+			Price:             req.Amount,
-			Network: x402.Network(req.Network),
+			Network:           x402.Network(req.Network),
+			MaxTimeoutSeconds: req.MaxTimeoutSeconds,
+			Extra:             req.Extra,
 		})
 	}
 
-	schemes := make([]nethttp.SchemeConfig, 0, len(s.networks)*2)
+	schemes := buildSchemeConfigs(s.networks, requirements...)
-	for _, net := range s.networks {
-		// For getStyleProfile, only register upto scheme (variable pricing)
-		if tool.Name == "getStyleProfile" {
-			schemes = append(schemes,
-				nethttp.SchemeConfig{Network: x402.Network(net), Server: uptoevm.NewUptoEvmScheme()},
-			)
-		} else {
-			schemes = append(schemes,
-				nethttp.SchemeConfig{Network: x402.Network(net), Server: evm.NewExactEvmScheme()},
-				nethttp.SchemeConfig{Network: x402.Network(net), Server: uptoevm.NewUptoEvmScheme()},
-			)
-		}
-	}
 
 	settlementHandler := func(w http.ResponseWriter, r *http.Request, resp *x402.SettleResponse) {
 		requirements, _ := nethttp.RequirementsFromContext(r.Context())
@@ -355,8 +360,32 @@ func (s *X402Server) AddPayableTool(
 	s.mux.Handle("POST /"+VERSION1+tool.Name, s.middlewareChain(paymentMiddleware(restHandler)))
 }
 
+// buildSchemeConfigs maps the schemes actually declared in a tool's payment
+// requirements to the EVM scheme servers a route needs to verify and settle
+// them, for every configured network. Only the schemes present in the
+// requirements are registered: an exact-only tool does not expose an upto
+// scheme, and vice versa. This keeps upto (variable-pricing) authorization from
+// being offered for tools that cannot vary their price.
+func buildSchemeConfigs(networks []string, requirements ...x402.PaymentRequirements) []nethttp.SchemeConfig {
+	present := make(map[string]struct{})
+	for _, req := range requirements {
+		present[req.Scheme] = struct{}{}
+	}
+	schemes := make([]nethttp.SchemeConfig, 0, len(networks)*len(present))
+	for _, net := range networks {
+		if _, ok := present["exact"]; ok {
+			schemes = append(schemes, nethttp.SchemeConfig{Network: x402.Network(net), Server: evm.NewExactEvmScheme()})
+		}
+		if _, ok := present["upto"]; ok {
+			schemes = append(schemes, nethttp.SchemeConfig{Network: x402.Network(net), Server: uptoevm.NewUptoEvmScheme()})
+		}
+	}
+	return schemes
+}
+
 func (s *X402Server) handleRESTCall(w http.ResponseWriter, r *http.Request, toolName string, handler mcp.ToolHandler) {
-	bodyBytes, err := io.ReadAll(r.Body)
+	defer r.Body.Close()
+	bodyBytes, err := io.ReadAll(io.LimitReader(r.Body, 5*1024*1024))
 	if err != nil {
 		http.Error(w, "Failed to read body", http.StatusBadRequest)
 		return
@@ -378,30 +407,31 @@ func (s *X402Server) handleRESTCall(w http.ResponseWriter, r *http.Request, tool
 	}
 
 	w.Header().Set("Content-Type", "application/json")
-	w.WriteHeader(http.StatusOK)
 
 	if len(resp.Content) == 1 {
 		if textContent, ok := resp.Content[0].(*mcp.TextContent); ok {
 			var js json.RawMessage
 			if json.Unmarshal([]byte(textContent.Text), &js) == nil {
-				// For upto scheme tools, compute actual cost and apply settlement override
+				if resolver := s.settleResolvers[toolName]; resolver != nil {
-				if toolName == "getStyleProfile" {
+					if actualCost, ok := resolver(&mcp.CallToolResult{Content: []mcp.Content{textContent}}); ok && actualCost != "" {
-					actualCost := computeTwitterStyleProfileCost(r, textContent.Text)
+						log.DebugWithContext(r.Context(), "Setting settlement override",
-					log.DebugWithContext(r.Context(), "Setting settlement override",
+							"tool", toolName,
-						"tool", toolName,
+							"actualCost", actualCost,
-						"actualCost", actualCost,
+						)
-					)
+						nethttp.SetSettlementOverrides(w, &x402.SettlementOverrides{
-					nethttp.SetSettlementOverrides(w, &x402.SettlementOverrides{
+							Amount: actualCost,
-						Amount: actualCost,
+						})
-					})
+					}
 				}
-				w.Write([]byte(textContent.Text))
+				w.WriteHeader(http.StatusOK)
+				_, _ = w.Write([]byte(textContent.Text))
 				return
 			}
 		}
 	}
 
-	json.NewEncoder(w).Encode(resp)
+	w.WriteHeader(http.StatusOK)
+	_ = json.NewEncoder(w).Encode(resp)
 }
 
 func (s *X402Server) OnAfterSettle(hook func(ctx x402.SettleResultContext) error) {
@@ -492,6 +522,23 @@ func (s *X402Server) Start(addr string, permissions os.FileMode) error {
 			return fmt.Errorf("failed to set socket permissions: %w", err)
 		}
 
+		grp, err := user.LookupGroup("mcpserver")
+		if err != nil {
+			return fmt.Errorf("failed to lookup group mcpserver: %w", err)
+		}
+		gid, err := strconv.Atoi(grp.Gid)
+		if err != nil {
+			return fmt.Errorf("invalid gid %q: %w", grp.Gid, err)
+		}
+
+		if err := os.Chown(socketPath, -1, gid); err != nil {
+			return fmt.Errorf("failed to set socket group ownership: %w", err)
+		}
+
+		if err := os.Chmod(socketPath, permissions); err != nil {
+			return fmt.Errorf("failed to set socket permissions: %w", err)
+		}
+
 		log.Info("Starting X402 MCP Server on unix socket", "socketPath", socketPath)
 	} else {
 		log.Info("Starting X402 MCP Server on TCP", "addr", addr)
@@ -501,15 +548,33 @@ func (s *X402Server) Start(addr string, permissions os.FileMode) error {
 			return fmt.Errorf("failed to listen on tcp: %w", err)
 		}
 	}
-	defer listener.Close()
 
 	srv := &http.Server{
-		Handler:  s.globalReqLog(s.mux),
+		Handler:      s.globalReqLog(s.mux),
-		ErrorLog: slog.NewLogLogger(slog.Default().Handler(), slog.LevelDebug),
+		ErrorLog:     slog.NewLogLogger(slog.Default().Handler(), slog.LevelDebug),
+		ReadTimeout:  15 * time.Second,
+		WriteTimeout: 60 * time.Second,
+		IdleTimeout:  120 * time.Second,
 	}
+
+	s.mu.Lock()
+	s.httpServer = srv
+	s.mu.Unlock()
+
 	return srv.Serve(listener)
 }
 
+func (s *X402Server) Shutdown(ctx context.Context) error {
+	s.mu.Lock()
+	srv := s.httpServer
+	s.mu.Unlock()
+
+	if srv == nil {
+		return nil
+	}
+	return srv.Shutdown(ctx)
+}
+
 func toJSONSchema(val any) json.RawMessage {
 	if val == nil {
 		return json.RawMessage(`{"type": "object"}`)
@@ -570,8 +635,8 @@ func parseSchema(schemaAny any) any {
 
 func chainHTTPMiddlewares(middlewares ...func(http.Handler) http.Handler) func(http.Handler) http.Handler {
 	return func(next http.Handler) http.Handler {
-		for i := len(middlewares) - 1; i >= 0; i-- {
+		for _, middleware := range slices.Backward(middlewares) {
-			next = middlewares[i](next)
+			next = middleware(next)
 		}
 		return next
 	}
@@ -583,38 +648,60 @@ func chainHTTPMiddlewares(middlewares ...func(http.Handler) http.Handler) func(h
 // Twitter API costs guarantees the call always clears the underlying API cost
 // and generates a profit - it can never break even or lose money.
 const (
-	// baseProfileCostMicro is the base cost of the style-profile endpoint for
+	// BaseProfileCostMicro is the base cost of the style-profile endpoint for
 	// the non-Twitter path. It doubles as the profit margin added to Twitter
 	// requests, expressed in micro-dollars (USDC has 6 decimals).
-	baseProfileCostMicro int64 = 100_000 // $0.10
+	BaseProfileCostMicro int64 = 250_000 // $0.25
-	// twitterUserLookupMicro is the per-request Twitter user lookup API cost.
+	// TwitterUserLookupMicro is the per-request Twitter user lookup API cost.
-	twitterUserLookupMicro int64 = 10_000 // $0.01
+	TwitterUserLookupMicro int64 = 10_000 // $0.01
-	// twitterPostReadMicro is the per-post Twitter read API cost.
+	// TwitterPostReadMicro is the per-post Twitter read API cost.
-	twitterPostReadMicro int64 = 5_000 // $0.005 per post
+	TwitterPostReadMicro int64 = 5_000 // $0.005 per post
+	// MaxProfileCountedPosts caps the post count a style profile can ever
+	// report. It is NOT applied inside computeTwitterStyleProfileCost (charges
+	// follow the posts actually read, and the server fetches at most this
+	// many); it only bounds the largest settlement the endpoint can demand.
+	MaxProfileCountedPosts int64 = 100
+	// MaxAnalyticsCountedPosts caps the number of posts an analytics tool can
+	// include from any single platform (mirrors maxAnalyticsLimit in the server
+	// package). It bounds the largest settlement an upto analytics request can
+	// demand.
+	MaxAnalyticsCountedPosts int64 = 200
 )
 
+// maxProfileCostMicro is the largest price getStyleProfile can ever command:
+// the flat base cost plus the Twitter lookup and per-post costs at the
+// post-count cap. The price advertised for getStyleProfile in tools.go must
+// equal formatDollarAmount(maxProfileCostMicro) ("$0.76").
+const maxProfileCostMicro = BaseProfileCostMicro + TwitterUserLookupMicro + MaxProfileCountedPosts*TwitterPostReadMicro
+
 // computeTwitterStyleProfileCost calculates the actual charge for a Twitter
 // getStyleProfile request based on the number of posts fetched and the user
-// lookup, and returns it as a dollar price string (e.g. "$0.16") suitable for a
+// lookup, and returns it as a dollar price string (e.g. "$0.31") suitable for a
 // x402 settlement override.
 //
-// Pricing: guaranteed base cost of $0.10 (the endpoint cost for other
+// Pricing: guaranteed base cost of $0.25 (the endpoint cost for other
 // platforms), plus user lookup $0.01, plus $0.005 per post read. For example,
-// 10 posts = $0.16. Non-Twitter platforms are charged the flat $0.10 base.
+// 10 posts = $0.31. Non-Twitter platforms are charged the flat $0.25 base.
+//
+// The price always reflects the posts actually read - it is never clamped to a
+// cap (the server only ever fetches at most maxProfileCountedPosts, so the
+// derived max always stays at or below formatDollarAmount(maxProfileCostMicro)).
+// A PostCount of 0 means no posts were read (server-side defaults are applied
+// before the profile is built, so responses carry the real count).
 func computeTwitterStyleProfileCost(_ *http.Request, responseText string) string {
 	// Parse the response to get PostCount and SourcePlatform
 	var resp GetStyleProfileResponse
 	if err := json.Unmarshal([]byte(responseText), &resp); err != nil {
-		return formatDollarAmount(baseProfileCostMicro) // fallback: base cost
+		return formatDollarAmount(BaseProfileCostMicro) // fallback: base cost
 	}
 
-	costMicro := baseProfileCostMicro
+	costMicro := BaseProfileCostMicro
 
 	// Twitter additionally passes on the user lookup and per-post API costs.
 	if resp.SourcePlatform == "Twitter" {
 		postCount := max(resp.PostCount, 0)
-		costMicro += twitterUserLookupMicro
+		costMicro += TwitterUserLookupMicro
-		costMicro += int64(postCount) * twitterPostReadMicro
+		costMicro += int64(postCount) * TwitterPostReadMicro
 	}
 
 	return formatDollarAmount(costMicro)
@@ -638,6 +725,74 @@ func formatDollarAmount(micro int64) string {
 	return "$" + s
 }
 
+// FormatPriceMicro renders an amount in micro-dollars as a plain, un-prefixed
+// numeric price string ("0.76") as expected by x402 PaymentRequirements.Amount.
+func FormatPriceMicro(micro int64) string {
+	return strings.TrimPrefix(formatDollarAmount(micro), "$")
+}
+
+// MicroFromPriceString parses a plain dollar price string ("0.76") into
+// micro-dollars so pricing arithmetic can be done without float rounding.
+func MicroFromPriceString(price string) int64 {
+	micro, err := strconv.ParseFloat(price, 64)
+	if err != nil {
+		return 0
+	}
+	return int64(math.Round(micro * 1_000_000))
+}
+
+// MaxTwitterCostMicro is the largest cost a Twitter-capable tool can command
+// when it reaches its post-count cap: the flat base cost plus the Twitter
+// lookup and per-post costs at the cap. It is used to advertise the upto
+// maximum for tools whose actual cost is settled from the response.
+func MaxTwitterCostMicro(baseMicro, postCap int64) int64 {
+	return baseMicro + TwitterUserLookupMicro + postCap*TwitterPostReadMicro
+}
+
+// NewStyleProfileCostResolver returns a SettleAmountResolver that bills a
+// getStyleProfile request by the posts actually read (see
+// computeTwitterStyleProfileCost), rather than the advertised upto maximum.
+func NewStyleProfileCostResolver() SettleAmountResolver {
+	return func(result *mcp.CallToolResult) (string, bool) {
+		if len(result.Content) != 1 {
+			return "", false
+		}
+		textContent, ok := result.Content[0].(*mcp.TextContent)
+		if !ok {
+			return "", false
+		}
+		return computeTwitterStyleProfileCost(nil, textContent.Text), true
+	}
+}
+
+// NewTwitterCountCostResolver returns a SettleAmountResolver for tools whose
+// response carries a `twitterPostCount` JSON field. It settles the flat
+// baseCostMicro, plus the Twitter lookup and per-post costs when Twitter posts
+// were actually used (twitterPostCount > 0). When no Twitter posts went into
+// the response the caller is charged only the base cost.
+func NewTwitterCountCostResolver(baseCostMicro int64) SettleAmountResolver {
+	return func(result *mcp.CallToolResult) (string, bool) {
+		if len(result.Content) != 1 {
+			return "", false
+		}
+		textContent, ok := result.Content[0].(*mcp.TextContent)
+		if !ok {
+			return "", false
+		}
+		var payload struct {
+			TwitterPostCount int `json:"twitterPostCount"`
+		}
+		if json.Unmarshal([]byte(textContent.Text), &payload) != nil {
+			return "", false
+		}
+		costMicro := baseCostMicro
+		if payload.TwitterPostCount > 0 {
+			costMicro += TwitterUserLookupMicro + int64(payload.TwitterPostCount)*TwitterPostReadMicro
+		}
+		return formatDollarAmount(costMicro), true
+	}
+}
+
 // GetStyleProfileResponse is a local copy of the response schema for cost calculation
 type GetStyleProfileResponse struct {
 	Author           string    `json:"author"`
@@ -660,6 +815,13 @@ func (c *verifyErrorCapture) WriteHeader(code int) {
 	c.ResponseWriter.WriteHeader(code)
 }
 
+func (c *verifyErrorCapture) Write(b []byte) (int, error) {
+	if c.statusCode == 0 {
+		c.statusCode = http.StatusOK
+	}
+	return c.ResponseWriter.Write(b)
+}
+
 func decodePaymentRequiredHeader(header string) (x402.PaymentRequired, error) {
 	data, err := base64.StdEncoding.DecodeString(header)
 	if err != nil {

internal/x402/x402_test.go

@@ -8,6 +8,7 @@ import (
 	"net/http/httptest"
 	"strconv"
 	"strings"
+	"sync"
 	"sync/atomic"
 	"testing"
 
@@ -51,6 +52,7 @@ func TestX402Server_HTTPBoundaries(t *testing.T) {
 				Content: []mcp.Content{&mcp.TextContent{Text: `{"status": "success"}`}},
 			}, nil
 		},
+		nil,
 		x402.PaymentRequirements{
 			Scheme:  "exact",
 			Network: "eip155:8453",
@@ -123,6 +125,7 @@ func TestX402Server_MCPBoundaries(t *testing.T) {
 				Content: []mcp.Content{&mcp.TextContent{Text: `{"status": "success"}`}},
 			}, nil
 		},
+		nil,
 		x402.PaymentRequirements{
 			Scheme:  "exact",
 			Network: "eip155:8453",
@@ -136,14 +139,14 @@ func TestX402Server_MCPBoundaries(t *testing.T) {
 	if err != nil {
 		t.Fatalf("failed to connect server session: %v", err)
 	}
-	defer serverSession.Close()
+	defer func() { _ = serverSession.Close() }()
 
 	client := mcp.NewClient(&mcp.Implementation{Name: "test-client", Version: "1.0.0"}, nil)
 	clientSession, err := client.Connect(ctx, clientTransport, nil)
 	if err != nil {
 		t.Fatalf("failed to connect client session: %v", err)
 	}
-	defer clientSession.Close()
+	defer func() { _ = clientSession.Close() }()
 
 	toolsResponse, err := clientSession.ListTools(ctx, nil)
 	if err != nil {
@@ -206,6 +209,7 @@ func TestX402Server_MCPChallengesAdvertiseConvertedAmounts(t *testing.T) {
 		func(ctx context.Context, req *mcp.CallToolRequest) (*mcp.CallToolResult, error) {
 			return &mcp.CallToolResult{Content: []mcp.Content{&mcp.TextContent{Text: `{}`}}}, nil
 		},
+		nil,
 		x402.PaymentRequirements{
 			Scheme:  "exact",
 			Network: "eip155:8453",
@@ -218,10 +222,11 @@ func TestX402Server_MCPChallengesAdvertiseConvertedAmounts(t *testing.T) {
 		func(ctx context.Context, req *mcp.CallToolRequest) (*mcp.CallToolResult, error) {
 			return &mcp.CallToolResult{Content: []mcp.Content{&mcp.TextContent{Text: `{}`}}}, nil
 		},
+		nil,
 		x402.PaymentRequirements{
 			Scheme:  "upto",
 			Network: "eip155:84532",
-			Amount:  "0.36",
+			Amount:  "0.51",
 			PayTo:   "0x0000000000000000000000000000000000000000",
 		},
 	)
@@ -230,14 +235,14 @@ func TestX402Server_MCPChallengesAdvertiseConvertedAmounts(t *testing.T) {
 	if err != nil {
 		t.Fatalf("failed to connect server session: %v", err)
 	}
-	defer serverSession.Close()
+	defer func() { _ = serverSession.Close() }()
 
 	client := mcp.NewClient(&mcp.Implementation{Name: "test-client", Version: "1.0.0"}, nil)
 	clientSession, err := client.Connect(ctx, clientTransport, nil)
 	if err != nil {
 		t.Fatalf("failed to connect client session: %v", err)
 	}
-	defer clientSession.Close()
+	defer func() { _ = clientSession.Close() }()
 
 	cases := []struct {
 		tool   string
@@ -245,7 +250,7 @@ func TestX402Server_MCPChallengesAdvertiseConvertedAmounts(t *testing.T) {
 		want   string
 	}{
 		{tool: "getExact", scheme: "exact", want: "10000"},
-		{tool: "getUpto", scheme: "upto", want: "360000"},
+		{tool: "getUpto", scheme: "upto", want: "510000"},
 	}
 
 	for _, tc := range cases {
@@ -439,11 +444,13 @@ func TestComputeTwitterStyleProfileCost(t *testing.T) {
 		postCount int
 		want      string
 	}{
-		{name: "non-twitter flat base", platform: "Bluesky", postCount: 10, want: "$0.10"},
+		{name: "non-twitter flat base", platform: "Bluesky", postCount: 10, want: "$0.25"},
-		{name: "twitter example from spec", platform: "Twitter", postCount: 10, want: "$0.16"},
+		{name: "twitter example from spec", platform: "Twitter", postCount: 10, want: "$0.31"},
-		{name: "twitter zero posts", platform: "Twitter", postCount: 0, want: "$0.11"},
+		{name: "twitter zero posts", platform: "Twitter", postCount: 0, want: "$0.26"},
-		{name: "twitter max posts", platform: "Twitter", postCount: 50, want: "$0.36"},
+		{name: "twitter max posts", platform: "Twitter", postCount: 50, want: "$0.51"},
-		{name: "twitter odd post count half cents", platform: "Twitter", postCount: 3, want: "$0.125"},
+		{name: "twitter odd post count half cents", platform: "Twitter", postCount: 3, want: "$0.275"},
+		{name: "posts at the max counted cap", platform: "Twitter", postCount: 100, want: "$0.76"},
+		{name: "beyond cap is not clamped", platform: "Twitter", postCount: 200, want: "$1.26"},
 	}
 
 	for _, tc := range cases {
@@ -469,15 +476,15 @@ func TestComputeTwitterStyleProfileCostAlwaysProfitable(t *testing.T) {
 		r, _ := http.NewRequest("POST", "/v1/getStyleProfile", nil)
 
 		got := computeTwitterStyleProfileCost(r, string(payload))
-		// Cut the "$" prefix and compare numerically to baseProfileCostMicro.
+		// Cut the "$" prefix and compare numerically to BaseProfileCostMicro.
 		dollars := strings.TrimPrefix(got, "$")
 		parsed, err := strconv.ParseFloat(dollars, 64)
 		if err != nil {
 			t.Fatalf("failed to parse %q: %v", got, err)
 		}
 		micro := int64(parsed * 1_000_000)
-		if micro <= baseProfileCostMicro {
+		if micro <= BaseProfileCostMicro {
-			t.Fatalf("postCount=%d: charge %q (%d micro) must be strictly greater than base %d", postCount, got, micro, baseProfileCostMicro)
+			t.Fatalf("postCount=%d: charge %q (%d micro) must be strictly greater than base %d", postCount, got, micro, BaseProfileCostMicro)
 		}
 	}
 }
@@ -615,6 +622,7 @@ func TestAddPayableTool_EmptyRequirements(t *testing.T) {
 				Content: []mcp.Content{&mcp.TextContent{Text: `{"status": "success"}`}},
 			}, nil
 		},
+		nil,
 		// No requirements provided
 	)
 }
@@ -651,6 +659,7 @@ func TestX402Server_MultipleTools(t *testing.T) {
 					Content: []mcp.Content{&mcp.TextContent{Text: `{"tool": "` + name + `"}`}},
 				}, nil
 			},
+			nil,
 			x402.PaymentRequirements{
 				Scheme:  "exact",
 				Network: "eip155:8453",
@@ -691,10 +700,11 @@ func TestComputeTwitterStyleProfileCost_EdgeCases(t *testing.T) {
 		postCount int
 		want      string
 	}{
-		{name: "case insensitive twitter", platform: "TWITTER", postCount: 10, want: "$0.10"}, // not "Twitter" so flat base
+		{name: "case insensitive twitter", platform: "TWITTER", postCount: 10, want: "$0.25"}, // not "Twitter" so flat base
-		{name: "empty platform", platform: "", postCount: 10, want: "$0.10"},
+		{name: "empty platform", platform: "", postCount: 10, want: "$0.25"},
-		{name: "negative post count", platform: "Twitter", postCount: -5, want: "$0.11"}, // should clamp to 0
+		{name: "negative post count", platform: "Twitter", postCount: -5, want: "$0.26"}, // should clamp to 0
-		{name: "very large post count", platform: "Twitter", postCount: 1000, want: "$5.11"},
+		{name: "few posts", platform: "Twitter", postCount: 1, want: "$0.265"},
+		{name: "very large post count", platform: "Twitter", postCount: 1000, want: "$5.26"},
 	}
 
 	for _, tc := range cases {
@@ -710,3 +720,309 @@ func TestComputeTwitterStyleProfileCost_EdgeCases(t *testing.T) {
 		})
 	}
 }
+
+// TestStyleProfileMaxPriceStaysAdvertised guards the advertised getStyleProfile
+// price in internal/server/tools.go against silent drift from the x402 pricing
+// model. internal/server shares the x402 constants (BaseProfileCostMicro /
+// MaxProfileCountedPosts) to compute the upto maximum, so this only needs to
+// catch a hand-edited Price string going out of sync.
+func TestStyleProfileMaxPriceStaysAdvertised(t *testing.T) {
+	if got := formatDollarAmount(maxProfileCostMicro); got != "$0.76" {
+		t.Fatalf("maxProfileCostMicro = %d (%s), want $0.76; update getStyleProfile base Price in internal/server/tools.go if the pricing model changed", maxProfileCostMicro, got)
+	}
+}
+
+// TestX402Server_MCPStyleProfileSettlementOverride drives the full MCP flow for
+// the getStyleProfile upto tool and asserts the facilitator is told to settle
+// the computed per-request cost (not the advertised $0.76 maximum).
+func TestX402Server_MCPStyleProfileSettlementOverride(t *testing.T) {
+	ctx := context.Background()
+
+	var mu sync.Mutex
+	var settleAmounts []string
+	mock := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		w.Header().Set("Content-Type", "application/json")
+		switch {
+		case r.Method == "GET" && r.URL.Path == "/supported":
+			_, _ = w.Write([]byte(`{
+				"kinds": [
+					{"x402Version": 2, "scheme": "upto", "network": "eip155:84532"}
+				]
+			}`))
+		case r.Method == "POST" && r.URL.Path == "/verify":
+			_, _ = w.Write([]byte(`{"isValid": true, "invalidReason": ""}`))
+		case r.Method == "POST" && r.URL.Path == "/settle":
+			var body struct {
+				PaymentRequirements map[string]json.RawMessage `json:"paymentRequirements"`
+			}
+			_ = json.NewDecoder(r.Body).Decode(&body)
+			if raw := body.PaymentRequirements["amount"]; len(raw) > 0 {
+				var s string
+				var f float64
+				mu.Lock()
+				if json.Unmarshal(raw, &s) == nil {
+					settleAmounts = append(settleAmounts, s)
+				} else if json.Unmarshal(raw, &f) == nil {
+					settleAmounts = append(settleAmounts, strconv.FormatFloat(f, 'f', -1, 64))
+				}
+				mu.Unlock()
+			}
+			_, _ = w.Write([]byte(`{
+				"success": true,
+				"transaction": "0x1234abcd",
+				"network": "eip155:84532",
+				"payer": "0xabcd1234"
+			}`))
+		default:
+			w.WriteHeader(http.StatusNotFound)
+		}
+	}))
+	defer mock.Close()
+
+	serverTransport, clientTransport := mcp.NewInMemoryTransports()
+
+	srv, err := NewX402Server(
+		"Test Agent API",
+		"1.0.0",
+		mock.URL,
+		&DummyAuthProvider{},
+		X402Middlewares{},
+		func(next http.Handler) http.Handler { return next },
+		func(w http.ResponseWriter, r *http.Request, resp *x402.SettleResponse) {},
+		[]string{"eip155:84532"},
+	)
+	if err != nil {
+		t.Fatalf("failed to create server: %v", err)
+	}
+
+	responses := []GetStyleProfileResponse{
+		{Author: "@a", TopKeywords: []string{}, StyleSummary: "s", PostCount: 10, SourcePlatform: "Bluesky"},
+		{Author: "@b", TopKeywords: []string{}, StyleSummary: "s", PostCount: 50, SourcePlatform: "Twitter"},
+	}
+	var idx int
+	srv.AddPayableTool(
+		mcp.Tool{Name: "getStyleProfile", Description: "get a style profile"},
+		func(ctx context.Context, req *mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+			resp := responses[idx%len(responses)]
+			idx++
+			b, _ := json.Marshal(resp)
+			return &mcp.CallToolResult{Content: []mcp.Content{&mcp.TextContent{Text: string(b)}}}, nil
+		},
+		NewStyleProfileCostResolver(),
+		x402.PaymentRequirements{
+			Scheme:  "upto",
+			Network: "eip155:84532",
+			Amount:  "0.76",
+			PayTo:   "0x0000000000000000000000000000000000000000",
+		},
+	)
+
+	serverSession, err := srv.mcpServer.Connect(ctx, serverTransport, nil)
+	if err != nil {
+		t.Fatalf("failed to connect server session: %v", err)
+	}
+	defer func() { _ = serverSession.Close() }()
+
+	client := mcp.NewClient(&mcp.Implementation{Name: "test-client", Version: "1.0.0"}, nil)
+	clientSession, err := client.Connect(ctx, clientTransport, nil)
+	if err != nil {
+		t.Fatalf("failed to connect client session: %v", err)
+	}
+	defer func() { _ = clientSession.Close() }()
+
+	paidCall := func() (*mcp.CallToolResult, error) {
+		challenge, err := clientSession.CallTool(ctx, &mcp.CallToolParams{Name: "getStyleProfile", Arguments: json.RawMessage(`{}`)})
+		if err != nil {
+			return nil, fmt.Errorf("challenge call failed: %w", err)
+		}
+		if !challenge.IsError {
+			return nil, fmt.Errorf("expected a payment challenge, got %+v", challenge)
+		}
+		text, ok := challenge.Content[0].(*mcp.TextContent)
+		if !ok {
+			return nil, fmt.Errorf("unexpected challenge content type %T", challenge.Content[0])
+		}
+		var pr types.PaymentRequired
+		if err := json.Unmarshal([]byte(text.Text), &pr); err != nil {
+			return nil, fmt.Errorf("failed to decode payment challenge: %w", err)
+		}
+		if len(pr.Accepts) == 0 {
+			return nil, fmt.Errorf("expected at least one accept, got %d", len(pr.Accepts))
+		}
+		payload := types.PaymentPayload{
+			X402Version: 2,
+			Payload:     map[string]interface{}{"chainId": 84532},
+			Accepted:    pr.Accepts[0],
+		}
+		return clientSession.CallTool(ctx, &mcp.CallToolParams{
+			Name:      "getStyleProfile",
+			Arguments: json.RawMessage(`{}`),
+			Meta:      mcp.Meta{PaymentMetaKey: payload},
+		})
+	}
+
+	for i := 0; i < 2; i++ {
+		result, err := paidCall()
+		if err != nil {
+			t.Fatalf("paid call: %v", err)
+		}
+		if result.IsError {
+			text, _ := result.Content[0].(*mcp.TextContent)
+			t.Fatalf("expected successful paid call, got error result: %+v", text)
+		}
+		if resp := result.Meta[PaymentResponseMetaKey]; resp == nil {
+			t.Fatalf("expected %q in result meta", PaymentResponseMetaKey)
+		}
+	}
+
+	mu.Lock()
+	got := append([]string(nil), settleAmounts...)
+	mu.Unlock()
+	// The "$0.25" / "$0.51" overrides resolve to 250000 / 510000 atomic units,
+	// with up to 1 micro tolerance for float rounding in the SDK's dollar parser.
+	wants := []int64{250000, 510000}
+	if len(got) != len(wants) {
+		t.Fatalf("settle amount count = %d (%v), want %d: %v", len(got), got, len(wants), wants)
+	}
+	for i, want := range wants {
+		v, err := strconv.ParseInt(got[i], 10, 64)
+		if err != nil {
+			t.Fatalf("settle amount[%d] = %q is not an integer: %v", i, got[i], err)
+		}
+		diff := v - want
+		if diff < 0 {
+			diff = -diff
+		}
+		if diff > 1 {
+			t.Errorf("settle amount[%d] = %d, want ~%d", i, v, want)
+		}
+	}
+}
+
+func TestNewStyleProfileCostResolver(t *testing.T) {
+	resolver := NewStyleProfileCostResolver()
+
+	cases := []struct {
+		name string
+		resp GetStyleProfileResponse
+		want string
+	}{
+		{name: "bluesky base", resp: GetStyleProfileResponse{SourcePlatform: "Bluesky", PostCount: 10}, want: "$0.25"},
+		{name: "twitter with posts", resp: GetStyleProfileResponse{SourcePlatform: "Twitter", PostCount: 50}, want: "$0.51"},
+		{name: "twitter no posts", resp: GetStyleProfileResponse{SourcePlatform: "Twitter", PostCount: 0}, want: "$0.26"},
+	}
+
+	for _, tc := range cases {
+		t.Run(tc.name, func(t *testing.T) {
+			payload, _ := json.Marshal(tc.resp)
+			result := &mcp.CallToolResult{Content: []mcp.Content{&mcp.TextContent{Text: string(payload)}}}
+			got, ok := resolver(result)
+			if !ok {
+				t.Fatalf("resolver returned ok=false")
+			}
+			if got != tc.want {
+				t.Fatalf("resolver = %q, want %q", got, tc.want)
+			}
+		})
+	}
+
+	// Non-text content resolves to "no override"; malformed JSON falls back to
+	// the flat base cost via computeTwitterStyleProfileCost.
+	if _, ok := resolver(&mcp.CallToolResult{}); ok {
+		t.Fatalf("expected no override for empty content")
+	}
+	got, ok := resolver(&mcp.CallToolResult{Content: []mcp.Content{&mcp.TextContent{Text: "not json"}}})
+	if !ok {
+		t.Fatalf("expected a base-cost fallback for malformed JSON")
+	}
+	if got != "$0.25" {
+		t.Fatalf("malformed JSON resolver = %q, want base fallback $0.25", got)
+	}
+}
+
+// TestNewTwitterCountCostResolver verifies the actual-cost settlement for
+// tools whose responses carry a `twitterPostCount` field (analytics tools,
+// findSimilarUsers): flat base price when no Twitter posts went into the
+// response, and base + lookup + per-post when they did.
+func TestNewTwitterCountCostResolver(t *testing.T) {
+	const baseMicro = 150_000 // getEngagementMetrics base
+	resolver := NewTwitterCountCostResolver(baseMicro)
+
+	cases := []struct {
+		name         string
+		twitterCount int
+		want         string
+	}{
+		{name: "no twitter posts", twitterCount: 0, want: "$0.15"},
+		{name: "one twitter post", twitterCount: 1, want: "$0.165"},
+		{name: "ten twitter posts", twitterCount: 10, want: "$0.21"},
+	}
+	for _, tc := range cases {
+		t.Run(tc.name, func(t *testing.T) {
+			payload, _ := json.Marshal(map[string]any{
+				"metrics":          []any{},
+				"twitterPostCount": tc.twitterCount,
+			})
+			result := &mcp.CallToolResult{Content: []mcp.Content{&mcp.TextContent{Text: string(payload)}}}
+			got, ok := resolver(result)
+			if !ok {
+				t.Fatalf("resolver returned ok=false")
+			}
+			if got != tc.want {
+				t.Fatalf("resolver = %q, want %q", got, tc.want)
+			}
+		})
+	}
+
+	if _, ok := resolver(&mcp.CallToolResult{}); ok {
+		t.Fatalf("expected no override for empty content")
+	}
+	if _, ok := resolver(&mcp.CallToolResult{Content: []mcp.Content{&mcp.TextContent{Text: "not json"}}}); ok {
+		t.Fatalf("expected no override for malformed JSON")
+	}
+}
+
+// TestBuildSchemeConfigs verifies scheme servers are derived from the payment
+// requirements rather than the tool name, so upto is only registered for tools
+// that actually declare it.
+func TestBuildSchemeConfigs(t *testing.T) {
+	req := func(scheme string) x402.PaymentRequirements {
+		return x402.PaymentRequirements{Scheme: scheme, Network: "eip155:8453", Asset: "usdc", Amount: "1", PayTo: "to"}
+	}
+
+	t.Run("exact only", func(t *testing.T) {
+		got := buildSchemeConfigs([]string{"eip155:8453"}, req("exact"))
+		if len(got) != 1 || got[0].Network != x402.Network("eip155:8453") {
+			t.Fatalf("expected 1 exact scheme for one network, got %+v", got)
+		}
+	})
+
+	t.Run("upto only", func(t *testing.T) {
+		got := buildSchemeConfigs([]string{"eip155:8453"}, req("upto"))
+		if len(got) != 1 {
+			t.Fatalf("expected 1 upto scheme, got %d", len(got))
+		}
+	})
+
+	t.Run("both schemes per network", func(t *testing.T) {
+		got := buildSchemeConfigs([]string{"eip155:8453", "eip155:84532"}, req("exact"), req("upto"))
+		if len(got) != 4 {
+			t.Fatalf("expected 2 schemes x 2 networks = 4, got %d", len(got))
+		}
+	})
+}
+
+func TestPricingHelpers(t *testing.T) {
+	if got := FormatPriceMicro(MaxTwitterCostMicro(BaseProfileCostMicro, MaxProfileCountedPosts)); got != "0.76" {
+		t.Fatalf("style profile upto max = %q, want 0.76", got)
+	}
+	if got := FormatPriceMicro(MaxTwitterCostMicro(150_000, MaxAnalyticsCountedPosts)); got != "1.16" {
+		t.Fatalf("engagement metrics upto max = %q, want 1.16", got)
+	}
+	if got := MicroFromPriceString("0.25"); got != BaseProfileCostMicro {
+		t.Fatalf("MicroFromPriceString(0.25) = %d, want %d", got, BaseProfileCostMicro)
+	}
+	if got := MicroFromPriceString("garbage"); got != 0 {
+		t.Fatalf("MicroFromPriceString(garbage) = %d, want 0", got)
+	}
+}

mcpServer.service

@@ -7,7 +7,7 @@ User=mcpserver
 Group=mcpserver
 
 WorkingDirectory=/home/ubuntu/gitSources/mcpServer
-ExecStart=/home/ubuntu/gitSources/mcpServer/bin/main
+ExecStart=/home/ubuntu/gitSources/mcpServer/bin/mcpserver
 
 RuntimeDirectory=mcpserver
 RuntimeDirectoryMode=0750

sql/schema/003_add_cache_version.sql

@@ -1,8 +1,8 @@
 -- +goose up
 ALTER TABLE user_style_profiles 
-  ADD COLUMN model_version INTEGER NOT NULL DEFAULT 1,
+  ADD COLUMN IF NOT EXISTS model_version INTEGER NOT NULL DEFAULT 1,
-  ADD COLUMN schema_version INTEGER NOT NULL DEFAULT 1,
+  ADD COLUMN IF NOT EXISTS schema_version INTEGER NOT NULL DEFAULT 1,
-  ADD COLUMN algorithm_version INTEGER NOT NULL DEFAULT 1;
+  ADD COLUMN IF NOT EXISTS algorithm_version INTEGER NOT NULL DEFAULT 1;
 
 CREATE INDEX IF NOT EXISTS idx_user_style_profiles_versions 
   ON user_style_profiles (model_version, schema_version, algorithm_version);

sql/schema/004_add_style_posts.sql

@@ -9,7 +9,7 @@ CREATE TABLE IF NOT EXISTS user_style_posts (
     UNIQUE (user_id, platform, post_id)
 );
 
-CREATE INDEX idx_user_style_posts_user_platform 
+CREATE INDEX IF NOT EXISTS idx_user_style_posts_user_platform 
   ON user_style_posts (user_id, platform);
 
 -- +goose down

testClient/mcp/test-mcp-endpoints.go

@@ -87,7 +87,7 @@ func getEnv(key, fallback string) string {
 }
 
 func main() {
-	godotenv.Load()
+	_ = godotenv.Load()
 	privateKey := os.Getenv("PRIVATE_KEY")
 	serverURL := getEnv("TEST_SERVER_URL", "http://localhost:8080")
 
@@ -125,7 +125,7 @@ func main() {
 	if err != nil {
 		log.Fatal("Failed to connect MCP client:", err)
 	}
-	defer session.Close()
+	defer func() { _ = session.Close() }()
 
 	x402Mcp := x402mcp.NewX402MCPClientFromConfig(session, []x402mcp.SchemeRegistration{
 		{Network: x402.Network("eip155:84532"), Client: evm.NewExactEvmScheme(signer, nil)},

testClient/rest/test-rest-endpoints.go

@@ -70,7 +70,7 @@ func callEndpoint(client *http.Client, method, endpoint, body string) error {
 	if err != nil {
 		return fmt.Errorf("%s HTTP request failed: %w", endpoint, err)
 	}
-	defer resp.Body.Close()
+	defer func() { _ = resp.Body.Close() }()
 
 	respBody, _ := io.ReadAll(resp.Body)
 	fmt.Printf("%s Response Status: %s\n", endpoint, resp.Status)
@@ -124,7 +124,7 @@ func getEnv(key, fallback string) string {
 }
 
 func main() {
-	godotenv.Load()
+	_ = godotenv.Load()
 	privateKey := os.Getenv("PRIVATE_KEY")
 	serverURL := getEnv("TEST_SERVER_URL", "http://localhost:8080")