feat: add job maintenance dashboard and automated stale job expiration system

internal/db/db.go

@@ -55,7 +55,8 @@ func (db *DB) migrate() error {
 		location TEXT,
 		apply_url TEXT NOT NULL,
 		raw_content TEXT NOT NULL,
-		crawled_at DATETIME DEFAULT CURRENT_TIMESTAMP
+		crawled_at DATETIME DEFAULT CURRENT_TIMESTAMP,
+		last_seen_at DATETIME DEFAULT CURRENT_TIMESTAMP
 	);
 
 	CREATE TABLE IF NOT EXISTS job_analyses (
@@ -92,6 +93,37 @@ func (db *DB) migrate() error {
 	);
 	`
 
-	_, err := db.Exec(schema)
-	return err
+	if _, err := db.Exec(schema); err != nil {
+		return err
+	}
+
+	// Dynamic migration for existing databases: check if last_seen_at exists in raw_jobs
+	var hasLastSeen bool
+	rows, err := db.Query(`PRAGMA table_info(raw_jobs)`)
+	if err == nil {
+		for rows.Next() {
+			var cid int
+			var name, ctype string
+			var notnull, pk int
+			var dfltValue sql.NullString
+			if err := rows.Scan(&cid, &name, &ctype, &notnull, &dfltValue, &pk); err == nil {
+				if name == "last_seen_at" {
+					hasLastSeen = true
+					break
+				}
+			}
+		}
+		_ = rows.Close()
+	}
+
+	if !hasLastSeen {
+		if _, err := db.Exec(`ALTER TABLE raw_jobs ADD COLUMN last_seen_at DATETIME`); err != nil {
+			logger.Log.Warnw("Failed to add last_seen_at column", "component", "DB", "error", err)
+		} else {
+			_, _ = db.Exec(`UPDATE raw_jobs SET last_seen_at = crawled_at WHERE last_seen_at IS NULL`)
+			_, _ = db.Exec(`UPDATE raw_jobs SET last_seen_at = CURRENT_TIMESTAMP WHERE last_seen_at IS NULL`)
+		}
+	}
+
+	return nil
 }

internal/db/models.go

@@ -23,6 +23,7 @@ type RawJob struct {
 	ApplyURL    string    `json:"apply_url"`
 	RawContent  string    `json:"raw_content"`
 	CrawledAt   time.Time `json:"crawled_at"`
+	LastSeenAt  time.Time `json:"last_seen_at"`
 }
 
 type Task struct {

internal/db/queries.go

@@ -185,15 +185,15 @@ func (db *DB) InsertRawJob(canonicalID string, targetID *int64, title, company,
 	}
 
 	query := `
-	INSERT INTO raw_jobs (canonical_id, target_id, title, company, location, apply_url, raw_content)
-	VALUES (?, ?, ?, ?, ?, ?, ?)
+	INSERT INTO raw_jobs (canonical_id, target_id, title, company, location, apply_url, raw_content, crawled_at, last_seen_at)
+	VALUES (?, ?, ?, ?, ?, ?, ?, CURRENT_TIMESTAMP, CURRENT_TIMESTAMP)
 	ON CONFLICT(canonical_id) DO NOTHING
-	RETURNING id, canonical_id, target_id, title, company, location, apply_url, raw_content, crawled_at
+	RETURNING id, canonical_id, target_id, title, company, location, apply_url, raw_content, crawled_at, last_seen_at
 	`
 	var job RawJob
 	var tID sql.NullInt64
 	err = db.QueryRow(query, canonicalID, targetID, title, company, location, applyURL, rawContent).Scan(
-		&job.ID, &job.CanonicalID, &tID, &job.Title, &job.Company, &job.Location, &job.ApplyURL, &job.RawContent, &job.CrawledAt,
+		&job.ID, &job.CanonicalID, &tID, &job.Title, &job.Company, &job.Location, &job.ApplyURL, &job.RawContent, &job.CrawledAt, &job.LastSeenAt,
 	)
 	if err == sql.ErrNoRows {
 		return nil, false, nil // Duplicate job
@@ -207,6 +207,125 @@ func (db *DB) InsertRawJob(canonicalID string, targetID *int64, title, company,
 	return &job, true, nil
 }
 
+func (db *DB) TouchJobLastSeen(canonicalID string) error {
+	query := `UPDATE raw_jobs SET last_seen_at = CURRENT_TIMESTAMP WHERE canonical_id = ?`
+	_, err := db.Exec(query, canonicalID)
+	return err
+}
+
+func (db *DB) TouchJobLastSeenByID(rawJobID int64) error {
+	query := `UPDATE raw_jobs SET last_seen_at = CURRENT_TIMESTAMP WHERE id = ?`
+	_, err := db.Exec(query, rawJobID)
+	return err
+}
+
+func (db *DB) ExpireJob(rawJobID int64, reason string) error {
+	if reason == "" {
+		reason = "Marked expired"
+	}
+	query := `
+	INSERT INTO job_applications (raw_job_id, status, notes, updated_at)
+	VALUES (?, 'EXPIRED', ?, CURRENT_TIMESTAMP)
+	ON CONFLICT(raw_job_id) DO UPDATE SET 
+		status='EXPIRED',
+		notes=COALESCE(job_applications.notes || ' | ', '') || excluded.notes,
+		updated_at=CURRENT_TIMESTAMP
+	`
+	_, err := db.Exec(query, rawJobID, reason)
+	return err
+}
+
+func (db *DB) EnqueueExpireTasks(days int, preserveActivePipeline bool) (int, error) {
+	tx, err := db.Begin()
+	if err != nil {
+		return 0, err
+	}
+	defer func() { _ = tx.Rollback() }()
+
+	var query string
+	if preserveActivePipeline {
+		query = `
+		SELECT r.id FROM raw_jobs r
+		LEFT JOIN job_applications app ON r.id = app.raw_job_id
+		WHERE r.last_seen_at < datetime('now', '-' || ? || ' days')
+		  AND (app.status IS NULL OR app.status NOT IN ('APPLIED', 'INTERVIEW', 'OFFER', 'EXPIRED', 'OPTED_OUT'))
+		`
+	} else {
+		query = `
+		SELECT r.id FROM raw_jobs r
+		LEFT JOIN job_applications app ON r.id = app.raw_job_id
+		WHERE r.last_seen_at < datetime('now', '-' || ? || ' days')
+		  AND (app.status IS NULL OR app.status NOT IN ('EXPIRED', 'OPTED_OUT'))
+		`
+	}
+
+	rows, err := tx.Query(query, days)
+	if err != nil {
+		return 0, err
+	}
+
+	var rawJobIDs []int64
+	for rows.Next() {
+		var id int64
+		if err := rows.Scan(&id); err != nil {
+			_ = rows.Close()
+			return 0, err
+		}
+		rawJobIDs = append(rawJobIDs, id)
+	}
+	_ = rows.Close()
+
+	for _, id := range rawJobIDs {
+		payloadJSON := fmt.Sprintf(`{"raw_job_id":%d,"reason":"Direct expire: not seen on target for %d+ days"}`, id, days)
+		if _, err := tx.Exec(`INSERT INTO tasks (task_type, payload, status) VALUES ('EXPIRE_JOB', ?, 'PENDING')`, payloadJSON); err != nil {
+			return 0, err
+		}
+	}
+
+	return len(rawJobIDs), tx.Commit()
+}
+
+func (db *DB) GetJobMaintenanceStats() (map[string]int, error) {
+	stats := make(map[string]int)
+
+	// Total raw jobs
+	var totalJobs int
+	_ = db.QueryRow(`SELECT COUNT(*) FROM raw_jobs`).Scan(&totalJobs)
+	stats["total_jobs"] = totalJobs
+
+	// Active <= 7 days
+	var active7d int
+	_ = db.QueryRow(`SELECT COUNT(*) FROM raw_jobs WHERE last_seen_at >= datetime('now', '-7 days')`).Scan(&active7d)
+	stats["active_7d"] = active7d
+
+	// Stale > 7 days
+	var stale7d int
+	_ = db.QueryRow(`SELECT COUNT(*) FROM raw_jobs WHERE last_seen_at < datetime('now', '-7 days')`).Scan(&stale7d)
+	stats["stale_7d"] = stale7d
+
+	// Stale > 30 days
+	var stale30d int
+	_ = db.QueryRow(`SELECT COUNT(*) FROM raw_jobs WHERE last_seen_at < datetime('now', '-30 days')`).Scan(&stale30d)
+	stats["stale_30d"] = stale30d
+
+	// Expired count
+	var expiredCount int
+	_ = db.QueryRow(`SELECT COUNT(*) FROM job_applications WHERE status = 'EXPIRED'`).Scan(&expiredCount)
+	stats["expired_count"] = expiredCount
+
+	// Opted out count
+	var optedOutCount int
+	_ = db.QueryRow(`SELECT COUNT(*) FROM job_applications WHERE status = 'OPTED_OUT'`).Scan(&optedOutCount)
+	stats["opted_out_count"] = optedOutCount
+
+	// In pipeline count
+	var inPipeline int
+	_ = db.QueryRow(`SELECT COUNT(*) FROM job_applications WHERE status IN ('SAVED', 'APPLIED', 'INTERVIEW', 'OFFER')`).Scan(&inPipeline)
+	stats["in_pipeline"] = inPipeline
+
+	return stats, nil
+}
+
 func (db *DB) CanonicalIDExists(canonicalID string) (bool, error) {
 	query := `SELECT EXISTS(SELECT 1 FROM raw_jobs WHERE canonical_id = ?)`
 	var exists bool
@@ -330,7 +449,7 @@ func (db *DB) UpdateJobAnalysisLLM(rawJobID int64, matchedJSON, missingJSON, sug
 
 func (db *DB) GetPendingQualifiedAnalyses() ([]JobWithAnalysis, error) {
 	query := `
-	SELECT r.id, r.canonical_id, r.target_id, r.title, r.company, r.location, r.apply_url, r.raw_content, r.crawled_at,
+	SELECT r.id, r.canonical_id, r.target_id, r.title, r.company, r.location, r.apply_url, r.raw_content, r.crawled_at, r.last_seen_at,
 	       a.id, a.score, a.is_qualified, COALESCE(a.matched_highlights, '[]'), COALESCE(a.missing_highlights, '[]'), COALESCE(a.tailoring_suggestions, '[]'), a.status, a.analyzed_at
 	FROM raw_jobs r
 	JOIN job_analyses a ON r.id = a.raw_job_id
@@ -353,7 +472,7 @@ func (db *DB) GetPendingQualifiedAnalyses() ([]JobWithAnalysis, error) {
 		var analyzedAt sql.NullTime
 
 		err := rows.Scan(
-			&item.ID, &item.CanonicalID, &tID, &item.Title, &item.Company, &item.Location, &item.ApplyURL, &item.RawContent, &item.CrawledAt,
+			&item.ID, &item.CanonicalID, &tID, &item.Title, &item.Company, &item.Location, &item.ApplyURL, &item.RawContent, &item.CrawledAt, &item.LastSeenAt,
 			&aID, &score, &isQualified, &matched, &missing, &suggestions, &aStatus, &analyzedAt,
 		)
 		if err != nil {
@@ -383,7 +502,7 @@ func (db *DB) GetPendingQualifiedAnalyses() ([]JobWithAnalysis, error) {
 
 func (db *DB) GetJobsWithAnalysis() ([]JobWithAnalysis, error) {
 	query := `
-	SELECT r.id, r.canonical_id, r.target_id, r.title, r.company, r.location, r.apply_url, r.raw_content, r.crawled_at,
+	SELECT r.id, r.canonical_id, r.target_id, r.title, r.company, r.location, r.apply_url, r.raw_content, r.crawled_at, r.last_seen_at,
 	       a.id, a.score, a.is_qualified, COALESCE(a.matched_highlights, '[]'), COALESCE(a.missing_highlights, '[]'), COALESCE(a.tailoring_suggestions, '[]'), COALESCE(a.status, 'PENDING'), a.analyzed_at,
 	       app.id, app.status, COALESCE(app.notes, ''), app.applied_at, app.updated_at
 	FROM raw_jobs r
@@ -411,7 +530,7 @@ func (db *DB) GetJobsWithAnalysis() ([]JobWithAnalysis, error) {
 		var updatedAt sql.NullTime
 
 		err := rows.Scan(
-			&item.ID, &item.CanonicalID, &tID, &item.Title, &item.Company, &item.Location, &item.ApplyURL, &item.RawContent, &item.CrawledAt,
+			&item.ID, &item.CanonicalID, &tID, &item.Title, &item.Company, &item.Location, &item.ApplyURL, &item.RawContent, &item.CrawledAt, &item.LastSeenAt,
 			&aID, &score, &isQualified, &matched, &missing, &suggestions, &aStatus, &analyzedAt,
 			&appID, &appStatus, &notes, &appliedAt, &updatedAt,
 		)
@@ -457,7 +576,7 @@ func (db *DB) GetJobsWithAnalysis() ([]JobWithAnalysis, error) {
 
 func (db *DB) GetJobByID(rawJobID int64) (*JobWithAnalysis, error) {
 	query := `
-	SELECT r.id, r.canonical_id, r.target_id, r.title, r.company, r.location, r.apply_url, r.raw_content, r.crawled_at,
+	SELECT r.id, r.canonical_id, r.target_id, r.title, r.company, r.location, r.apply_url, r.raw_content, r.crawled_at, r.last_seen_at,
 	       a.id, a.score, a.is_qualified, COALESCE(a.matched_highlights, '[]'), COALESCE(a.missing_highlights, '[]'), COALESCE(a.tailoring_suggestions, '[]'), COALESCE(a.status, 'PENDING'), a.analyzed_at,
 	       app.id, app.status, COALESCE(app.notes, ''), app.applied_at, app.updated_at
 	FROM raw_jobs r
@@ -478,7 +597,7 @@ func (db *DB) GetJobByID(rawJobID int64) (*JobWithAnalysis, error) {
 	var updatedAt sql.NullTime
 
 	err := row.Scan(
-		&item.ID, &item.CanonicalID, &tID, &item.Title, &item.Company, &item.Location, &item.ApplyURL, &item.RawContent, &item.CrawledAt,
+		&item.ID, &item.CanonicalID, &tID, &item.Title, &item.Company, &item.Location, &item.ApplyURL, &item.RawContent, &item.CrawledAt, &item.LastSeenAt,
 		&aID, &score, &isQualified, &matched, &missing, &suggestions, &aStatus, &analyzedAt,
 		&appID, &appStatus, &notes, &appliedAt, &updatedAt,
 	)
@@ -554,7 +673,7 @@ func (db *DB) CreateOrUpdateApplication(rawJobID int64, status, notes string) (*
 
 func (db *DB) GetApplications() ([]JobWithAnalysis, error) {
 	query := `
-	SELECT r.id, r.canonical_id, r.target_id, r.title, r.company, r.location, r.apply_url, r.raw_content, r.crawled_at,
+	SELECT r.id, r.canonical_id, r.target_id, r.title, r.company, r.location, r.apply_url, r.raw_content, r.crawled_at, r.last_seen_at,
 	       a.id, a.score, a.is_qualified, COALESCE(a.matched_highlights, '[]'), COALESCE(a.missing_highlights, '[]'), COALESCE(a.tailoring_suggestions, '[]'), COALESCE(a.status, 'PENDING'), a.analyzed_at,
 	       app.id, app.status, COALESCE(app.notes, ''), app.applied_at, app.updated_at
 	FROM job_applications app
@@ -582,7 +701,7 @@ func (db *DB) GetApplications() ([]JobWithAnalysis, error) {
 		var updatedAt time.Time
 
 		err := rows.Scan(
-			&item.ID, &item.CanonicalID, &tID, &item.Title, &item.Company, &item.Location, &item.ApplyURL, &item.RawContent, &item.CrawledAt,
+			&item.ID, &item.CanonicalID, &tID, &item.Title, &item.Company, &item.Location, &item.ApplyURL, &item.RawContent, &item.CrawledAt, &item.LastSeenAt,
 			&aID, &score, &isQualified, &matched, &missing, &suggestions, &aStatus, &analyzedAt,
 			&appID, &appStatus, &notes, &appliedAt, &updatedAt,
 		)

internal/db/queries_test.go

@@ -182,3 +182,118 @@ func TestRemoveTargetFromYAML(t *testing.T) {
 	}
 }
 
+func TestTouchJobLastSeenAndMaintenance(t *testing.T) {
+	tempDir := t.TempDir()
+	dbPath := filepath.Join(tempDir, "test_maintenance.db")
+
+	database, err := InitDB(dbPath)
+	if err != nil {
+		t.Fatalf("failed to init db: %v", err)
+	}
+	defer func() { _ = database.Close() }()
+
+	// Insert jobs
+	job1, _, err := database.InsertRawJob("canon-1", nil, "Job 1", "Google", "Seattle", "https://google.com/1", "Software Engineer Go")
+	if err != nil || job1.ID == 0 {
+		t.Fatalf("failed to insert job 1: %v", err)
+	}
+	job2, _, err := database.InsertRawJob("canon-2", nil, "Job 2", "Apple", "Seattle", "https://apple.com/2", "Software Engineer Swift")
+	if err != nil {
+		t.Fatalf("failed to insert job 2: %v", err)
+	}
+	job3, _, err := database.InsertRawJob("canon-3", nil, "Job 3", "Meta", "Seattle", "https://meta.com/3", "Software Engineer React")
+	if err != nil {
+		t.Fatalf("failed to insert job 3: %v", err)
+	}
+
+	// 1. Touch last seen for canon-1
+	if err := database.TouchJobLastSeen("canon-1"); err != nil {
+		t.Fatalf("TouchJobLastSeen failed: %v", err)
+	}
+
+	// Make job2 and job3 artificially stale (20 days and 40 days old)
+	_, err = database.Exec(`UPDATE raw_jobs SET last_seen_at = datetime('now', '-20 days') WHERE id = ?`, job2.ID)
+	if err != nil {
+		t.Fatalf("failed to update last_seen_at: %v", err)
+	}
+	_, err = database.Exec(`UPDATE raw_jobs SET last_seen_at = datetime('now', '-40 days') WHERE id = ?`, job3.ID)
+	if err != nil {
+		t.Fatalf("failed to update last_seen_at: %v", err)
+	}
+
+	// Protect job3 in active pipeline (APPLIED)
+	_, _ = database.CreateOrUpdateApplication(job3.ID, "APPLIED", "Applied to Meta")
+
+	// 2. Enqueue expire tasks (> 14 days) with pipeline protection
+	queuedExpireCount, err := database.EnqueueExpireTasks(14, true)
+	if err != nil {
+		t.Fatalf("EnqueueExpireTasks failed: %v", err)
+	}
+	// job2 is stale and unprotected -> should be queued
+	// job3 is stale but protected (APPLIED) -> should NOT be queued
+	// job1 is fresh -> should NOT be queued
+	if queuedExpireCount != 1 {
+		t.Errorf("expected 1 job queued for expire, got %d", queuedExpireCount)
+	}
+
+	// 3. Directly expire job2
+	if err := database.ExpireJob(job2.ID, "Test expiration"); err != nil {
+		t.Fatalf("ExpireJob failed: %v", err)
+	}
+
+	// Verify job2 status in DB
+	j2Detail, err := database.GetJobByID(job2.ID)
+	if err != nil {
+		t.Fatalf("GetJobByID failed: %v", err)
+	}
+	if j2Detail.App == nil || j2Detail.App.Status != "EXPIRED" {
+		t.Errorf("expected job2 to have EXPIRED application, got %v", j2Detail.App)
+	}
+
+	// Verify job3 still APPLIED
+	j3Detail, err := database.GetJobByID(job3.ID)
+	if err != nil {
+		t.Fatalf("GetJobByID failed: %v", err)
+	}
+	if j3Detail.App == nil || j3Detail.App.Status != "APPLIED" {
+		t.Errorf("expected job3 to remain APPLIED, got %v", j3Detail.App)
+	}
+
+	// 4. Stats check
+	stats, err := database.GetJobMaintenanceStats()
+	if err != nil {
+		t.Fatalf("GetJobMaintenanceStats failed: %v", err)
+	}
+	if stats["total_jobs"] != 3 {
+		t.Errorf("expected total_jobs=3, got %d", stats["total_jobs"])
+	}
+	if stats["active_7d"] != 1 {
+		t.Errorf("expected active_7d=1, got %d", stats["active_7d"])
+	}
+	if stats["stale_7d"] != 2 {
+		t.Errorf("expected stale_7d=2, got %d", stats["stale_7d"])
+	}
+	if stats["expired_count"] != 1 {
+		t.Errorf("expected expired_count=1, got %d", stats["expired_count"])
+	}
+}
+
+func TestDevDBMigration(t *testing.T) {
+	devDBPath := "../../data/db/dev/hireme.db"
+	if _, err := os.Stat(devDBPath); os.IsNotExist(err) {
+		return
+	}
+	database, err := InitDB(devDBPath)
+	if err != nil {
+		t.Fatalf("InitDB dev db failed: %v", err)
+	}
+	defer func() { _ = database.Close() }()
+
+	jobs, err := database.GetJobsWithAnalysis()
+	if err != nil {
+		t.Fatalf("GetJobsWithAnalysis on dev db failed: %v", err)
+	}
+	t.Logf("Successfully verified %d jobs from dev db", len(jobs))
+}
+
+

internal/ui/handlers.go

@@ -2,6 +2,7 @@ package ui
 
 import (
 	"encoding/json"
+	"fmt"
 	"net/http"
 	"strconv"
 
@@ -44,6 +45,8 @@ func (s *Server) RegisterRoutes(mux *http.ServeMux) {
 	mux.HandleFunc("POST /api/tasks/reprocess", s.handleReprocessJobs)
 	mux.HandleFunc("POST /api/tasks/toggle", s.handleToggleTasks)
 	mux.HandleFunc("GET /api/status", s.handleGetStatus)
+	mux.HandleFunc("POST /api/maintenance/stale-expire", s.handleMaintenanceStaleExpire)
+	mux.HandleFunc("GET /api/maintenance/stats", s.handleMaintenanceStats)
 }
 
 func (s *Server) handleIndex(w http.ResponseWriter, r *http.Request) {
@@ -83,10 +86,16 @@ func (s *Server) handleIndex(w http.ResponseWriter, r *http.Request) {
 		}
 	}
 
+	mStats, err := s.db.GetJobMaintenanceStats()
+	if err != nil {
+		logger.Log.Warnw("Failed to get maintenance stats", "component", "UI", "error", err)
+	}
+
 	data := PageData{
 		Targets:            targets,
 		Jobs:               jobs,
 		Applications:       apps,
+		MaintenanceStats:   mStats,
 		ActiveTab:          "triage",
 		LLMProvider:        s.cfg.LLMProvider,
 		ToReviewCount:      toReviewCount,
@@ -434,3 +443,39 @@ func (s *Server) handleGetStatus(w http.ResponseWriter, r *http.Request) {
 	w.Header().Set("Content-Type", "application/json")
 	_ = json.NewEncoder(w).Encode(resp)
 }
+
+func (s *Server) handleMaintenanceStaleExpire(w http.ResponseWriter, r *http.Request) {
+	if err := r.ParseForm(); err != nil {
+		http.Error(w, err.Error(), http.StatusBadRequest)
+		return
+	}
+	days, _ := strconv.Atoi(r.FormValue("days"))
+	if days <= 0 {
+		days = 14
+	}
+	protect := r.FormValue("protect") != "false"
+
+	count, err := s.db.EnqueueExpireTasks(days, protect)
+	if err != nil {
+		logger.Log.Errorw("Failed to enqueue expire tasks", "component", "UI", "error", err)
+		http.Error(w, err.Error(), http.StatusInternalServerError)
+		return
+	}
+
+	w.Header().Set("Content-Type", "application/json")
+	_ = json.NewEncoder(w).Encode(map[string]interface{}{
+		"status":  "success",
+		"count":   count,
+		"message": fmt.Sprintf("Enqueued %d expire task(s) for postings not seen in %d+ days.", count, days),
+	})
+}
+
+func (s *Server) handleMaintenanceStats(w http.ResponseWriter, r *http.Request) {
+	stats, err := s.db.GetJobMaintenanceStats()
+	if err != nil {
+		http.Error(w, err.Error(), http.StatusInternalServerError)
+		return
+	}
+	w.Header().Set("Content-Type", "application/json")
+	_ = json.NewEncoder(w).Encode(stats)
+}

internal/ui/handlers_test.go

@@ -82,3 +82,53 @@ func TestHandleDeleteTarget(t *testing.T) {
 func osWriteFile(path string, data []byte) error {
 	return os.WriteFile(path, data, 0644)
 }
+
+func TestMaintenanceHandlers(t *testing.T) {
+	tempDir := t.TempDir()
+	dbPath := filepath.Join(tempDir, "test_ui_maintenance.db")
+
+	database, err := db.InitDB(dbPath)
+	if err != nil {
+		t.Fatalf("failed to init db: %v", err)
+	}
+	defer func() { _ = database.Close() }()
+
+	// Insert job
+	job, _, err := database.InsertRawJob("canon-m-1", nil, "Software Engineer", "Google", "Seattle", "https://example.com/job/1", "Go backend")
+	if err != nil {
+		t.Fatalf("failed to insert raw job: %v", err)
+	}
+
+	// Make stale (25 days old)
+	_, _ = database.Exec(`UPDATE raw_jobs SET last_seen_at = datetime('now', '-25 days') WHERE id = ?`, job.ID)
+
+	cfg := &config.Config{}
+	server := NewServer(cfg, database, nil)
+	mux := http.NewServeMux()
+	server.RegisterRoutes(mux)
+
+	// 1. Test POST /api/maintenance/stale-expire
+	req := httptest.NewRequest("POST", "/api/maintenance/stale-expire", strings.NewReader("days=14&protect=true"))
+	req.Header.Set("Content-Type", "application/x-www-form-urlencoded")
+	w := httptest.NewRecorder()
+	mux.ServeHTTP(w, req)
+
+	if w.Code != http.StatusOK {
+		t.Fatalf("expected status 200, got %d: %s", w.Code, w.Body.String())
+	}
+	if !strings.Contains(w.Body.String(), `"status":"success"`) || !strings.Contains(w.Body.String(), `"count":1`) {
+		t.Errorf("unexpected body: %s", w.Body.String())
+	}
+
+	// 2. Test GET /api/maintenance/stats
+	reqStats := httptest.NewRequest("GET", "/api/maintenance/stats", nil)
+	wStats := httptest.NewRecorder()
+	mux.ServeHTTP(wStats, reqStats)
+
+	if wStats.Code != http.StatusOK {
+		t.Fatalf("expected status 200, got %d: %s", wStats.Code, wStats.Body.String())
+	}
+	if !strings.Contains(wStats.Body.String(), `"total_jobs":1`) {
+		t.Errorf("expected stats to show total_jobs:1, got %s", wStats.Body.String())
+	}
+}

internal/ui/template_apply.go

@@ -19,6 +19,8 @@ const applyTabHTML = `{{ define "applyTab" }}
                 <option value="INTERVIEW">💬 Interview</option>
                 <option value="OFFER">🎉 Offer</option>
                 <option value="REJECTED">❌ Rejected</option>
+                <option value="EXPIRED">⚠️ Expired / Closed</option>
+                <option value="OPTED_OUT">🚫 Opted Out</option>
                 <option value="all">All</option>
             </select>
             <button hx-get="/applications" hx-target="#apply-container" hx-swap="innerHTML"
@@ -69,6 +71,15 @@ const applyTableHTML = `{{ define "applyTable" }}
 
                 <!-- Pipeline Stage (arrow indicator) -->
                 <td class="px-4 py-3">
+                    {{ if eq .App.Status "EXPIRED" }}
+                    <span class="px-2.5 py-0.5 rounded-full bg-amber-500/15 border border-amber-500/30 text-amber-300 text-[10px] font-bold">
+                        ⚠️ Expired / Closed
+                    </span>
+                    {{ else if eq .App.Status "OPTED_OUT" }}
+                    <span class="px-2.5 py-0.5 rounded-full bg-slate-800 border border-slate-700 text-slate-400 text-[10px] font-medium">
+                        🚫 Opted Out
+                    </span>
+                    {{ else }}
                     <div class="flex items-center gap-0.5 text-[10px] font-semibold">
                         <span class="px-2 py-0.5 rounded-l-full {{ if eq .App.Status "SAVED" }}bg-slate-500 text-white{{ else }}bg-slate-800/60 text-slate-600{{ end }}">Saved</span>
                         <span class="text-slate-700">▶</span>
@@ -84,6 +95,7 @@ const applyTableHTML = `{{ define "applyTable" }}
                         <span class="px-2 py-0.5 rounded-r-full bg-slate-800/60 text-slate-600">Offer</span>
                         {{ end }}
                     </div>
+                    {{ end }}
                 </td>
 
                 <!-- Score -->
@@ -122,6 +134,8 @@ const applyTableHTML = `{{ define "applyTable" }}
                         <option value="INTERVIEW" {{ if eq .App.Status "INTERVIEW" }}selected{{ end }}>💬 Interview</option>
                         <option value="OFFER"     {{ if eq .App.Status "OFFER"     }}selected{{ end }}>🎉 Offer</option>
                         <option value="REJECTED"  {{ if eq .App.Status "REJECTED"  }}selected{{ end }}>❌ Rejected</option>
+                        <option value="EXPIRED"   {{ if eq .App.Status "EXPIRED"   }}selected{{ end }}>⚠️ Expired</option>
+                        <option value="OPTED_OUT" {{ if eq .App.Status "OPTED_OUT" }}selected{{ end }}>🚫 Opted Out</option>
                     </select>
                 </td>
             </tr>

internal/ui/template_jobs.go

@@ -18,6 +18,7 @@ const jobsTabHTML = `{{ define "jobsTab" }}
                 <option value="not-qualified">❌ Not Qualified</option>
                 <option value="saved">💾 Saved / In Pipeline</option>
                 <option value="all">🌐 All Jobs</option>
+                <option value="expired">⚠️ Expired / Closed</option>
                 <option value="opted-out">🚫 Opted-out</option>
             </select>
             <button hx-get="/jobs" hx-target="#jobs-container" hx-swap="innerHTML"
@@ -45,7 +46,7 @@ const jobListHTML = `{{ define "jobs" }}
                 <th class="px-4 py-3" data-sort="status">Analysis</th>
                 <th class="px-4 py-3" data-sort="score">Score &amp; Qualification</th>
                 <th class="px-4 py-3">Reason / Tags</th>
-                <th class="px-4 py-3" data-sort="date">Crawled</th>
+                <th class="px-4 py-3" data-sort="date">Last Updated</th>
                 <th class="px-4 py-3 text-right">Actions</th>
             </tr>
         </thead>
@@ -54,7 +55,7 @@ const jobListHTML = `{{ define "jobs" }}
             {{- $qual := "pending" -}}
             {{- if .Analysis }}{{ if .Analysis.IsQualified }}{{ $qual = "qualified" }}{{ else }}{{ $qual = "not-qualified" }}{{ end }}{{ end -}}
             {{- $appClass := "none" -}}
-            {{- if .App }}{{ if eq .App.Status "OPTED_OUT" }}{{ $appClass = "opted-out" }}{{ else }}{{ $appClass = "pipeline" }}{{ end }}{{ end -}}
+            {{- if .App }}{{ if eq .App.Status "OPTED_OUT" }}{{ $appClass = "opted-out" }}{{ else if eq .App.Status "EXPIRED" }}{{ $appClass = "expired" }}{{ else }}{{ $appClass = "pipeline" }}{{ end }}{{ end -}}
             <tr class="hover:bg-slate-800/40 transition-colors group" data-row data-qual="{{ $qual }}" data-app="{{ $appClass }}">
 
                 <!-- Title & Company -->
@@ -117,9 +118,13 @@ const jobListHTML = `{{ define "jobs" }}
 
                 <!-- Reason / Matched Tags -->
                 <td class="px-4 py-3 max-w-[180px]">
-                    {{ if .App }}{{ if eq .App.Status "OPTED_OUT" }}
-                    <span class="text-[10px] text-slate-500 italic">Opted out</span>
-                    {{ end }}{{ end }}
+                    {{ if .App }}
+                        {{ if eq .App.Status "OPTED_OUT" }}
+                        <span class="text-[10px] text-slate-500 italic block">Opted out</span>
+                        {{ else if eq .App.Status "EXPIRED" }}
+                        <span class="text-[10px] text-amber-400/80 italic block">⚠️ No longer active</span>
+                        {{ end }}
+                    {{ end }}
                     {{ if .Analysis }}
                         {{ if .Analysis.IsQualified }}
                             <div class="flex flex-wrap gap-1">
@@ -139,8 +144,8 @@ const jobListHTML = `{{ define "jobs" }}
                 </td>
 
                 <!-- Date -->
-                <td class="px-4 py-3 text-slate-400 text-[11px]" data-sort-val="{{ .CrawledAt.Unix }}">
-                    {{ formatDate .CrawledAt }}
+                <td class="px-4 py-3 text-slate-400 text-[11px]" data-sort-val="{{ .LastSeenAt.Unix }}">
+                    {{ formatDate .LastSeenAt }}
                 </td>
 
                 <!-- Actions: Save + Opt-out OR status badge -->
@@ -148,14 +153,32 @@ const jobListHTML = `{{ define "jobs" }}
                     {{ if .App }}
                         {{ if eq .App.Status "OPTED_OUT" }}
                         <!-- Opted out: show undo button -->
-                        <button hx-post="/applications"
-                                hx-vals='{"raw_job_id": {{ .ID }}, "status": "SAVED"}'
-                                hx-target="#jobs-container"
-                                hx-swap="innerHTML"
-                                title="Undo opt-out"
-                                class="px-2.5 py-1 rounded bg-slate-800 hover:bg-slate-700 text-slate-400 border border-slate-700 text-[10px] transition-colors">
-                            ↩ Undo
-                        </button>
+                        <div class="flex items-center justify-end gap-1.5">
+                            <span class="text-[10px] text-slate-500">Opted-out</span>
+                            <button hx-post="/applications"
+                                    hx-vals='{"raw_job_id": {{ .ID }}, "status": "SAVED"}'
+                                    hx-target="#jobs-container"
+                                    hx-swap="innerHTML"
+                                    title="Undo opt-out"
+                                    class="px-2 py-0.5 rounded bg-slate-800 hover:bg-slate-700 text-slate-300 border border-slate-700 text-[10px] transition-colors">
+                                ↩
+                            </button>
+                        </div>
+                        {{ else if eq .App.Status "EXPIRED" }}
+                        <!-- Expired -->
+                        <div class="flex items-center justify-end gap-1.5">
+                            <span class="px-2 py-0.5 rounded bg-slate-800 text-slate-400 text-[10px] font-bold border border-slate-700">
+                                ⚠️ EXPIRED
+                            </span>
+                            <button hx-post="/applications"
+                                    hx-vals='{"raw_job_id": {{ .ID }}, "status": "SAVED"}'
+                                    hx-target="#jobs-container"
+                                    hx-swap="innerHTML"
+                                    title="Re-open / Save"
+                                    class="px-2 py-0.5 rounded bg-slate-800 hover:bg-slate-700 text-slate-300 border border-slate-700 text-[10px] transition-colors">
+                                ↩
+                            </button>
+                        </div>
                         {{ else }}
                         <!-- In pipeline -->
                         <span class="px-2 py-1 rounded bg-violet-500/20 text-violet-300 text-[10px] font-bold border border-violet-500/30">
@@ -203,7 +226,7 @@ const jobDetailHTML = `{{ define "jobDetail" }}
         <div class="flex-1 min-w-0 pr-4">
             <span class="text-xs font-bold text-indigo-400 uppercase tracking-wide">{{ .Company }}</span>
             <h2 class="text-xl font-extrabold text-white mt-0.5 leading-tight">{{ .Title }}</h2>
-            <p class="text-xs text-slate-400 mt-1">📍 {{ .Location }} &bull; Ingested {{ formatDate .CrawledAt }}</p>
+            <p class="text-xs text-slate-400 mt-1">📍 {{ .Location }} &bull; Last Updated {{ formatDate .LastSeenAt }}</p>
         </div>
         <button onclick="closeDetailModal()" class="flex-shrink-0 text-slate-400 hover:text-white text-lg p-1 rounded hover:bg-slate-800 transition-colors">✕</button>
     </div>

internal/ui/template_layout.go

@@ -102,7 +102,11 @@ const mainLayoutHTML = `{{ define "page" }}<!DOCTYPE html>
                 </button>
                 <button id="tab-btn-targets" onclick="switchTab('targets')"
                         class="tab-btn px-5 py-3 text-sm font-semibold border-b-2 transition-colors text-slate-400 border-transparent hover:text-slate-200">
-                    ⚙️ Targets
+                    🎯 Targets
+                </button>
+                <button id="tab-btn-preferences" onclick="switchTab('preferences')"
+                        class="tab-btn px-5 py-3 text-sm font-semibold border-b-2 transition-colors text-slate-400 border-transparent hover:text-slate-200">
+                    ⚙️ Preferences
                 </button>
             </div>
         </div>
@@ -126,6 +130,11 @@ const mainLayoutHTML = `{{ define "page" }}<!DOCTYPE html>
             {{ template "targetsTab" . }}
         </div>
 
+        <!-- Tab: Preferences -->
+        <div id="tab-content-preferences" class="hidden space-y-5">
+            {{ template "preferencesTab" . }}
+        </div>
+
     </main>
 
     <!-- Right Slide-Over Detail Panel -->
@@ -230,19 +239,25 @@ const mainLayoutHTML = `{{ define "page" }}<!DOCTYPE html>
 
     <script>
         // ── Tab Routing ──────────────────────────────────────────────────────
-        const TABS = ['jobs', 'apply', 'targets'];
+        const TABS = ['jobs', 'apply', 'targets', 'preferences'];
 
         function switchTab(tab) {
             TABS.forEach(t => {
-                document.getElementById('tab-content-' + t).classList.add('hidden');
+                const content = document.getElementById('tab-content-' + t);
+                if (content) content.classList.add('hidden');
                 const btn = document.getElementById('tab-btn-' + t);
-                btn.classList.remove('text-indigo-400', 'border-indigo-500');
-                btn.classList.add('text-slate-400', 'border-transparent');
+                if (btn) {
+                    btn.classList.remove('text-indigo-400', 'border-indigo-500');
+                    btn.classList.add('text-slate-400', 'border-transparent');
+                }
             });
-            document.getElementById('tab-content-' + tab).classList.remove('hidden');
+            const activeContent = document.getElementById('tab-content-' + tab);
+            if (activeContent) activeContent.classList.remove('hidden');
             const activeBtn = document.getElementById('tab-btn-' + tab);
-            activeBtn.classList.remove('text-slate-400', 'border-transparent');
-            activeBtn.classList.add('text-indigo-400', 'border-indigo-500');
+            if (activeBtn) {
+                activeBtn.classList.remove('text-slate-400', 'border-transparent');
+                activeBtn.classList.add('text-indigo-400', 'border-indigo-500');
+            }
             history.replaceState(null, '', '#' + tab);
         }
 
@@ -308,6 +323,49 @@ const mainLayoutHTML = `{{ define "page" }}<!DOCTYPE html>
                 });
         }
 
+        // ── Maintenance Actions ──────────────────────────────────────────────
+        function runMaintenanceAction(url, daysInputId, protectCheckboxId, btn, originalText) {
+            const days = document.getElementById(daysInputId)?.value || '14';
+            const protect = document.getElementById(protectCheckboxId)?.checked ?? true;
+            const alertBox = document.getElementById('maintenance-alert');
+
+            btn.disabled = true;
+            btn.textContent = 'Processing…';
+
+            fetch(url, {
+                method: 'POST',
+                headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+                body: new URLSearchParams({ days: days, protect: protect ? 'true' : 'false' })
+            })
+            .then(res => res.json())
+            .then(data => {
+                if (alertBox) {
+                    alertBox.className = 'p-4 rounded-xl border text-xs font-semibold ' + 
+                        (data.status === 'success' ? 'bg-emerald-950/60 border-emerald-500/40 text-emerald-300' : 'bg-rose-950/60 border-rose-500/40 text-rose-300');
+                    alertBox.innerHTML = '<span>✓</span> ' + (data.message || 'Operation completed successfully.');
+                    alertBox.classList.remove('hidden');
+                    setTimeout(() => { alertBox.classList.add('hidden'); }, 8000);
+                }
+                // Refresh Jobs and Apply tables & stats
+                const jobsContainer = document.getElementById('jobs-container');
+                if (jobsContainer) htmx.trigger(jobsContainer, 'refresh');
+                const applyContainer = document.getElementById('apply-container');
+                if (applyContainer) htmx.trigger(applyContainer, 'refresh');
+                refreshStatus();
+            })
+            .catch(err => {
+                if (alertBox) {
+                    alertBox.className = 'p-4 rounded-xl border text-xs font-semibold bg-rose-950/60 border-rose-500/40 text-rose-300';
+                    alertBox.innerHTML = '<span>✕</span> Error: ' + err.message;
+                    alertBox.classList.remove('hidden');
+                }
+            })
+            .finally(() => {
+                btn.disabled = false;
+                btn.textContent = originalText;
+            });
+        }
+
         // ── Bottom Bar: Status Polling ────────────────────────────────────────
         function refreshStatus() {
             fetch('/api/status')
@@ -392,14 +450,15 @@ const mainLayoutHTML = `{{ define "page" }}<!DOCTYPE html>
             table.querySelectorAll('tr[data-row]').forEach(row => {
                 const rowText = row.textContent.toLowerCase();
                 const rowQual = row.dataset.qual || '';   // qualified | not-qualified | pending
-                const rowApp  = row.dataset.app  || 'none'; // none | opted-out | pipeline
+                const rowApp  = row.dataset.app  || 'none'; // none | opted-out | expired | pipeline
                 const textMatch = !text || rowText.includes(text);
                 let qualMatch;
                 switch (qual) {
-                    case 'default':     qualMatch = rowApp !== 'opted-out' && rowApp !== 'pipeline' && (rowQual === 'qualified' || rowQual === 'pending'); break;
-                    case 'not-qualified': qualMatch = rowApp !== 'opted-out' && rowQual === 'not-qualified'; break;
+                    case 'default':     qualMatch = rowApp !== 'opted-out' && rowApp !== 'expired' && rowApp !== 'pipeline' && (rowQual === 'qualified' || rowQual === 'pending'); break;
+                    case 'not-qualified': qualMatch = rowApp !== 'opted-out' && rowApp !== 'expired' && rowQual === 'not-qualified'; break;
                     case 'saved':       qualMatch = rowApp === 'pipeline'; break;
-                    case 'all':         qualMatch = rowApp !== 'opted-out'; break;
+                    case 'all':         qualMatch = true; break;
+                    case 'expired':     qualMatch = rowApp === 'expired'; break;
                     case 'opted-out':   qualMatch = rowApp === 'opted-out'; break;
                     default:            qualMatch = true;
                 }

internal/ui/template_preferences.go

@@ -0,0 +1,91 @@
+package ui
+
+const preferencesTabHTML = `{{ define "preferencesTab" }}
+<div class="space-y-6 max-w-4xl">
+    <div>
+        <h2 class="text-base font-bold text-white flex items-center gap-2">
+            <span>⚙️</span> System Setup &amp; Maintenance
+        </h2>
+        <p class="text-xs text-slate-400 mt-0.5">Monitor database health and purge stale job postings not seen on target career sites</p>
+    </div>
+
+    <!-- Maintenance Result Alert Banner -->
+    <div id="maintenance-alert" class="hidden p-4 rounded-xl border transition-all"></div>
+
+    <!-- Statistics Overview Grid -->
+    <div class="grid grid-cols-2 sm:grid-cols-3 lg:grid-cols-6 gap-3">
+        <div class="p-3.5 rounded-xl bg-slate-900/70 border border-slate-800">
+            <span class="text-[10px] uppercase font-bold text-slate-400 block tracking-wider">Total Ingested</span>
+            <span class="text-xl font-extrabold text-white mt-1 block">{{ .MaintenanceStats.total_jobs }}</span>
+        </div>
+        <div class="p-3.5 rounded-xl bg-slate-900/70 border border-slate-800">
+            <span class="text-[10px] uppercase font-bold text-emerald-400 block tracking-wider">Active (&le;7d)</span>
+            <span class="text-xl font-extrabold text-emerald-400 mt-1 block">{{ .MaintenanceStats.active_7d }}</span>
+        </div>
+        <div class="p-3.5 rounded-xl bg-slate-900/70 border border-slate-800">
+            <span class="text-[10px] uppercase font-bold text-amber-400 block tracking-wider">Stale (&gt;7d)</span>
+            <span class="text-xl font-extrabold text-amber-400 mt-1 block">{{ .MaintenanceStats.stale_7d }}</span>
+        </div>
+        <div class="p-3.5 rounded-xl bg-slate-900/70 border border-slate-800">
+            <span class="text-[10px] uppercase font-bold text-rose-400 block tracking-wider">Stale (&gt;30d)</span>
+            <span class="text-xl font-extrabold text-rose-400 mt-1 block">{{ .MaintenanceStats.stale_30d }}</span>
+        </div>
+        <div class="p-3.5 rounded-xl bg-slate-900/70 border border-slate-800">
+            <span class="text-[10px] uppercase font-bold text-slate-400 block tracking-wider">Expired / Closed</span>
+            <span class="text-xl font-extrabold text-slate-300 mt-1 block">{{ .MaintenanceStats.expired_count }}</span>
+        </div>
+        <div class="p-3.5 rounded-xl bg-slate-900/70 border border-slate-800">
+            <span class="text-[10px] uppercase font-bold text-violet-400 block tracking-wider">In Pipeline</span>
+            <span class="text-xl font-extrabold text-violet-300 mt-1 block">{{ .MaintenanceStats.in_pipeline }}</span>
+        </div>
+    </div>
+
+    <!-- Maintenance Tool: Purge Stale Postings (Worker Queue Driven) -->
+    <div class="p-6 rounded-xl bg-slate-900/60 border border-slate-800 space-y-5">
+        <div class="flex items-start justify-between">
+            <div class="flex items-center gap-3">
+                <span class="w-9 h-9 rounded-xl bg-amber-500/10 border border-amber-500/30 flex items-center justify-center text-lg">⚠️</span>
+                <div>
+                    <h3 class="text-sm font-bold text-white">Purge Stale Postings (Mark Expired)</h3>
+                    <p class="text-xs text-slate-400 mt-0.5">Enqueues worker queue tasks to mark job postings as <strong class="text-amber-300 font-semibold">Expired</strong> if they have not been discovered on target career boards for X days.</p>
+                </div>
+            </div>
+        </div>
+
+        <div class="pt-4 border-t border-slate-800/80 grid grid-cols-1 sm:grid-cols-3 gap-4 items-end">
+            <div>
+                <label for="expire-days" class="block text-xs font-semibold text-slate-300 mb-1.5">Not updated in:</label>
+                <select id="expire-days" class="w-full px-3 py-2 text-xs rounded-lg bg-slate-800 border border-slate-700 text-white focus:outline-none focus:border-indigo-500">
+                    <option value="7">7+ days</option>
+                    <option value="14" selected>14+ days</option>
+                    <option value="30">30+ days</option>
+                    <option value="60">60+ days</option>
+                </select>
+            </div>
+
+            <div class="flex items-center gap-2 pb-2">
+                <input type="checkbox" id="expire-protect-pipeline" checked class="rounded bg-slate-800 border-slate-700 text-indigo-600 focus:ring-0">
+                <label for="expire-protect-pipeline" class="text-xs text-slate-300">Protect active applications</label>
+            </div>
+
+            <div>
+                <button type="button"
+                        onclick="runMaintenanceAction('/api/maintenance/stale-expire', 'expire-days', 'expire-protect-pipeline', this, '⚠️ Queue Expire Tasks')"
+                        class="w-full py-2 bg-amber-600 hover:bg-amber-500 text-xs font-semibold text-white rounded-lg shadow-md transition-all active:scale-95">
+                    ⚠️ Queue Expire Tasks
+                </button>
+            </div>
+        </div>
+    </div>
+
+    <!-- Explanation Card -->
+    <div class="p-5 rounded-xl bg-slate-900/40 border border-slate-800/80 text-xs text-slate-400 space-y-2">
+        <h4 class="font-bold text-slate-200 uppercase tracking-wider text-[11px]">💡 How Job Verification Works</h4>
+        <p>
+            Every time <strong class="text-indigo-300">🔍 Discover</strong> runs, Hireme searches live listings directly on career sites (Google, Apple, Meta).
+            When an existing job appears in search results, its <strong class="text-emerald-400">Last Updated</strong> timestamp is refreshed.
+            If a role closes or is removed from search results, its Last Updated timestamp remains unchanged, allowing you to safely purge expired postings using the tool above.
+        </p>
+    </div>
+</div>
+{{ end }}`

internal/ui/templates.go

@@ -72,6 +72,7 @@ type PageData struct {
 	Targets            []db.SearchTarget
 	Jobs               []db.JobWithAnalysis
 	Applications       []db.JobWithAnalysis
+	MaintenanceStats   map[string]int
 	ActiveTab          string
 	LLMProvider        string
 	ToReviewCount      int
@@ -92,6 +93,7 @@ func init() {
 		jobDetailHTML,
 		targetsTabHTML,
 		targetListHTML,
+		preferencesTabHTML,
 		applyTabHTML,
 		applyTableHTML,
 		kanbanBoardHTML,
@@ -131,3 +133,8 @@ func RenderKanbanBoard(w io.Writer, apps []db.JobWithAnalysis) error {
 func RenderApplyTable(w io.Writer, apps []db.JobWithAnalysis) error {
 	return rootTemplate.ExecuteTemplate(w, "applyTable", apps)
 }
+
+func RenderPreferencesTab(w io.Writer, data PageData) error {
+	return rootTemplate.ExecuteTemplate(w, "preferencesTab", data)
+}
+

internal/worker/pool.go

@@ -32,7 +32,6 @@ type WorkerPool struct {
 }
 
 func NewWorkerPool(database *db.DB, analyzer analyzer.LLMAnalyzer, numWorkers int, filterCfg *config.FilterConfig) *WorkerPool {
-	// Initialize filters using the provided config
 	filterPipe := filter.NewPipeline(
 		filter.NewHardKeywordFilter(filterCfg.HardKeywords),
 		filter.NewScoringFilter(filterCfg.ScoringWeights),
@@ -54,33 +53,37 @@ func (p *WorkerPool) Toggle() bool {
 	if p.IsRunning() {
 		p.Stop()
 		return false
+	} else {
+		p.Start()
+		return true
 	}
-	p.Start()
-	return true
 }
 
 func (p *WorkerPool) Start() {
-	if p.isRunning.Load() {
-		return
+	if p.isRunning.Swap(true) {
+		return // Already running
 	}
+
 	p.ctx, p.cancel = context.WithCancel(context.Background())
-	p.isRunning.Store(true)
+	logger.Log.Infow("Started workers", "component", "WorkerPool", "count", p.workerCount)
 
 	for i := 0; i < p.workerCount; i++ {
 		p.wg.Add(1)
 		go p.workerLoop(i)
 	}
-	logger.Log.Infow("Started workers", "component", "WorkerPool", "count", p.workerCount)
 }
 
 func (p *WorkerPool) Stop() {
-	if !p.isRunning.Load() {
-		return
+	if !p.isRunning.Swap(false) {
+		return // Already stopped
+	}
+
+	logger.Log.Infow("Stopping worker pool...", "component", "WorkerPool")
+	if p.cancel != nil {
+		p.cancel()
 	}
-	p.cancel()
-	p.isRunning.Store(false)
 	p.wg.Wait()
-	logger.Log.Infow("All workers stopped", "component", "WorkerPool")
+	logger.Log.Infow("Worker pool stopped", "component", "WorkerPool")
 }
 
 func (p *WorkerPool) workerLoop(workerID int) {
@@ -95,7 +98,7 @@ func (p *WorkerPool) workerLoop(workerID int) {
 		default:
 			task, err := p.db.ClaimNextTask()
 			if err != nil {
-				logger.Log.Errorw("Error claiming task", "component", "Worker", "worker_id", workerID, "error", err)
+				logger.Log.Errorw("Failed to claim task", "component", "Worker", "worker_id", workerID, "error", err)
 				time.Sleep(1 * time.Second)
 				continue
 			}
@@ -119,6 +122,8 @@ func (p *WorkerPool) workerLoop(workerID int) {
 				processErr = p.handleProcess(p.ctx, task)
 			case "ANALYZE":
 				processErr = p.handleAnalyze(p.ctx, task)
+			case "EXPIRE_JOB":
+				processErr = p.handleExpireJob(p.ctx, task)
 			default:
 				processErr = fmt.Errorf("unknown task type: %s", task.TaskType)
 			}
@@ -159,6 +164,11 @@ type AnalyzePayload struct {
 	RawJobID int64 `json:"raw_job_id"`
 }
 
+type ExpireJobPayload struct {
+	RawJobID int64  `json:"raw_job_id"`
+	Reason   string `json:"reason"`
+}
+
 // ---------------------------------------------------------
 // Task Handlers
 // ---------------------------------------------------------
@@ -179,6 +189,8 @@ func (p *WorkerPool) handleDiscover(ctx context.Context, task *db.Task) error {
 		// Check deduplication (already fetched/inserted jobs)
 		exists, err := p.db.CanonicalIDExists(disc.CanonicalID)
 		if err == nil && exists {
+			// Update last seen timestamp to confirm job is still active on target board
+			_ = p.db.TouchJobLastSeen(disc.CanonicalID)
 			continue // Skip existing job
 		}
 
@@ -289,6 +301,15 @@ func (p *WorkerPool) handleAnalyze(ctx context.Context, task *db.Task) error {
 	return err
 }
 
+func (p *WorkerPool) handleExpireJob(ctx context.Context, task *db.Task) error {
+	var payload ExpireJobPayload
+	if err := json.Unmarshal([]byte(task.Payload), &payload); err != nil {
+		return err
+	}
+	logger.Log.Infow("Expiring job", "component", "Worker", "raw_job_id", payload.RawJobID, "reason", payload.Reason)
+	return p.db.ExpireJob(payload.RawJobID, payload.Reason)
+}
+
 func (p *WorkerPool) getCrawlerForPlatform(platform string) crawler.SiteCrawler {
 	plat := strings.ToLower(platform)
 	if strings.Contains(plat, "google") {