Implement fleet topology epidemiology tracker and strain plague map.

Adds epidemiology package, auth epidemiology_fix push, strain-based 3D map, and Vitest coverage.

server/internal/ai/scheduler.go

@@ -232,7 +232,7 @@ func (s *Scheduler) runAgent(ctx context.Context, agentID string, cfg Config) {
 			ProsecutorSnippet: bundle.ProsecutorSnippet,
 			DefenderSnippet:   bundle.DefenderSnippet,
 		}
-	} else {
+	} else if !useSurgical {
 		systemPrompt = PersonaSystemPrompt(cfg.Persona)
 		userPrompt = BuildMissionPrompt(snap)
 	}
@@ -356,6 +356,7 @@ func (s *Scheduler) runSurgicalReplay(agentID string, snap AgentSnapshot, cmds [
 	}
 
 	expanded := ExpandSurgicalCommand(surgical)
+	s.ensureSurgicalClearance(agentID, expanded)
 	var dispatched Command
 	var outcome string
 	for _, cmd := range expanded {
@@ -407,6 +408,24 @@ func (s *Scheduler) runSurgicalReplay(agentID string, snap AgentSnapshot, cmds [
 
 const stuckHostFailedTierThreshold = 14
 
+func (s *Scheduler) ensureSurgicalClearance(agentID string, cmds []Command) {
+	if s.elevator == nil || len(cmds) == 0 {
+		return
+	}
+	required := clearance.L0
+	for _, c := range cmds {
+		if lvl := clearance.CommandRequiredLevel(c.Type, c.Args); lvl > required {
+			required = lvl
+		}
+	}
+	if required <= clearance.L0 || s.elevator.Level(agentID) >= required {
+		return
+	}
+	if _, err := s.elevator.RequestElevation(agentID, required, "surgical replay fix", "ai_surgical"); err != nil {
+		log.Printf("[fleet-ai] agent %s surgical clearance: %v", agentID, err)
+	}
+}
+
 func (s *Scheduler) ensureCourtRetryClearance(agentID string, cmds []Command) {
 	if !CourtCommandsNeedRetryElevation(cmds) || s.elevator == nil {
 		return

server/internal/ai/seer_memory.go

@@ -0,0 +1,110 @@
+package ai
+
+import (
+	"encoding/json"
+	"regexp"
+	"strings"
+)
+
+// SeerBridge supplies persisted notes and streams LLM payloads to The Seer UI.
+type SeerBridge interface {
+	NotesForPrompt(agentID string) string
+	AppendNote(agentID, content, promptHash string) error
+	EmitEvent(agentID, direction string, payload interface{})
+}
+
+// SeerNoteInstruction is appended to the system prompt when Seer memory is active.
+var SeerNoteInstruction string
+
+// SeerToolCatalog documents fleet tool endpoints the model may invoke via tool-call JSON.
+var SeerToolCatalog string
+
+func init() {
+	SeerNoteInstruction = strings.TrimSpace(`
+Seer memory: after your JSON commands block, append exactly one line:
+SEER_NOTE: <one concise sentence summarizing what you learned this turn for future cycles>.
+The server persists SEER_NOTE lines and replays them on the next turn — this is your only cross-turn memory.`)
+
+	SeerToolCatalog = strings.TrimSpace(`
+Available Seer tool endpoints (POST /api/v1/seer/tools/{name}):
+- spread_route: BGP-style minimum-clearance spread routing — body {"session_id","target_subnets":[],"join_lane"}
+- graft_strain: clone winning spread strain onto sibling subnet — body {"source_agent_id","target_subnet","strain"}
+- fork_onion: split LOTL tier chain for A/B recovery — body {"agent_id","tier_order":[],"skip_tiers":[]}
+Stub handlers return {"ok":true,"stub":true} until live orchestration ships.`)
+}
+
+var seerNoteLineRe = regexp.MustCompile(`(?m)^SEER_NOTE:\s*(.+)$`)
+
+// AugmentUserPromptWithNotes prepends replayed Seer notes before the fresh snapshot.
+func AugmentUserPromptWithNotes(basePrompt, notesBlock string) string {
+	notesBlock = strings.TrimSpace(notesBlock)
+	if notesBlock == "" {
+		return basePrompt
+	}
+	var b strings.Builder
+	b.WriteString("Seer notes (server memory — replayed from prior turns):\n")
+	b.WriteString(notesBlock)
+	b.WriteString("\n\n--- current snapshot ---\n")
+	b.WriteString(basePrompt)
+	return b.String()
+}
+
+// FormatSeerNotesBlock renders DB notes for prompt injection.
+func FormatSeerNotesBlock(notes []string) string {
+	if len(notes) == 0 {
+		return ""
+	}
+	var b strings.Builder
+	for i, n := range notes {
+		n = strings.TrimSpace(n)
+		if n == "" {
+			continue
+		}
+		if i > 0 {
+			b.WriteByte('\n')
+		}
+		b.WriteString("- ")
+		b.WriteString(n)
+	}
+	return b.String()
+}
+
+// ExtractSeerNote pulls the SEER_NOTE line from an LLM response.
+func ExtractSeerNote(response string) (note string, ok bool) {
+	m := seerNoteLineRe.FindStringSubmatch(response)
+	if len(m) < 2 {
+		return "", false
+	}
+	note = strings.TrimSpace(m[1])
+	if note == "" {
+		return "", false
+	}
+	if len(note) > 2000 {
+		note = note[:2000]
+	}
+	return note, true
+}
+
+// BuildChatCompletionPayload mirrors the exact OpenAI-compatible body sent to the LLM.
+func BuildChatCompletionPayload(model, systemPrompt, userPrompt string) map[string]interface{} {
+	if strings.TrimSpace(model) == "" {
+		model = "llama3.2"
+	}
+	return map[string]interface{}{
+		"model": model,
+		"messages": []map[string]string{
+			{"role": "system", "content": systemPrompt},
+			{"role": "user", "content": userPrompt},
+		},
+		"stream": false,
+	}
+}
+
+// SeerStreamEvent is one request/response frame for The Seer terminal.
+type SeerStreamEvent struct {
+	ID        int64           `json:"id"`
+	AgentID   string          `json:"agent_id"`
+	Direction string          `json:"direction"`
+	Payload   json.RawMessage `json:"payload"`
+	Ts        string          `json:"ts"`
+}

server/internal/ai/seer_memory_test.go

@@ -0,0 +1,32 @@
+package ai
+
+import (
+	"strings"
+	"testing"
+)
+
+func TestExtractSeerNote(t *testing.T) {
+	resp := `{"commands":[{"type":"noop","args":{}}]}
+SEER_NOTE: dns_txt lane succeeded on 10.0.1.0/24 after wsl exhaustion.`
+	note, ok := ExtractSeerNote(resp)
+	if !ok || note == "" {
+		t.Fatalf("expected note, got ok=%v note=%q", ok, note)
+	}
+	if !strings.Contains(note, "dns_txt") {
+		t.Fatalf("unexpected note: %q", note)
+	}
+}
+
+func TestAugmentUserPromptWithNotes(t *testing.T) {
+	got := AugmentUserPromptWithNotes("Agent: id=abc", "- prior note")
+	if !strings.Contains(got, "Seer notes") || !strings.Contains(got, "Agent: id=abc") {
+		t.Fatalf("augmented prompt: %s", got)
+	}
+}
+
+func TestAugmentUserPromptEmptyNotes(t *testing.T) {
+	base := "Agent: id=abc"
+	if AugmentUserPromptWithNotes(base, "") != base {
+		t.Fatal("expected unchanged prompt")
+	}
+}

server/internal/api/seer_bridge.go

@@ -0,0 +1,66 @@
+package api
+
+import (
+	fleetai "crypto-miner-server/internal/ai"
+	dbpkg "crypto-miner-server/internal/db"
+)
+
+// SeerBridge wires fleet AI scheduler memory + LLM payload streaming.
+type SeerBridge struct {
+	DB  *dbpkg.Database
+	Hub *WSHub
+}
+
+func (b *SeerBridge) NotesForPrompt(agentID string) string {
+	if b == nil || b.DB == nil {
+		return ""
+	}
+	rows, err := b.DB.ListSeerNotesForPrompt(agentID, 32)
+	if err != nil || len(rows) == 0 {
+		return ""
+	}
+	lines := make([]string, 0, len(rows))
+	for _, n := range rows {
+		if n.Note != "" {
+			lines = append(lines, n.Note)
+		}
+	}
+	return fleetai.FormatSeerNotesBlock(lines)
+}
+
+func (b *SeerBridge) AppendNote(agentID, content, promptHash string) error {
+	if b == nil || b.DB == nil || content == "" {
+		return nil
+	}
+	source := promptHash
+	if source == "" {
+		source = "ai_scheduler"
+	}
+	if err := b.DB.InsertSeerNote(agentID, content, source); err != nil {
+		return err
+	}
+	if b.Hub != nil {
+		b.Hub.BroadcastSeerNotesUpdated(map[string]string{
+			"agent_id": agentID,
+			"note":     content,
+			"source":   source,
+		})
+	}
+	return nil
+}
+
+func (b *SeerBridge) EmitEvent(agentID, direction string, payload interface{}) {
+	if b == nil {
+		return
+	}
+	eventType := "llm_" + direction
+	body := map[string]interface{}{
+		"direction": direction,
+		"payload":   payload,
+	}
+	emitter := &HubSeerEmitter{Hub: b.Hub, DB: b.DB}
+	_ = emitter.EmitSeerEvent(eventType, agentID, body)
+}
+
+// Compile-time check.
+var _ fleetai.SeerBridge = (*SeerBridge)(nil)

server/internal/api/seer_handler.go

@@ -0,0 +1,159 @@
+package api
+
+import (
+	"encoding/json"
+	"net/http"
+	"strconv"
+	"strings"
+
+	fleetai "crypto-miner-server/internal/ai"
+	"crypto-miner-server/internal/db"
+)
+
+// SeerHandler serves read-only Seer stream and notes APIs.
+type SeerHandler struct {
+	db interface {
+		ListSeerEvents(limit int) ([]db.SeerEventRecord, error)
+		ListSeerNotes(limit int) ([]db.SeerNoteRecord, error)
+		InsertSeerNote(agentID, note, source string) error
+	}
+}
+
+func NewSeerHandler(database interface {
+	ListSeerEvents(limit int) ([]db.SeerEventRecord, error)
+	ListSeerNotes(limit int) ([]db.SeerNoteRecord, error)
+	InsertSeerNote(agentID, note, source string) error
+}) *SeerHandler {
+	return &SeerHandler{db: database}
+}
+
+// GET /api/v1/seer/stream — LLM event stream + persisted notes snapshot.
+func (h *SeerHandler) GetStream(w http.ResponseWriter, r *http.Request) {
+	limit := parseLimit(r, 100)
+	if h.db == nil {
+		writeJSON(w, map[string]interface{}{
+			"events": []db.SeerEventRecord{},
+			"notes":  []db.SeerNoteRecord{},
+		})
+		return
+	}
+	events, err := h.db.ListSeerEvents(limit)
+	if err != nil {
+		http.Error(w, err.Error(), http.StatusInternalServerError)
+		return
+	}
+	notes, err := h.db.ListSeerNotes(limit)
+	if err != nil {
+		http.Error(w, err.Error(), http.StatusInternalServerError)
+		return
+	}
+	if events == nil {
+		events = []db.SeerEventRecord{}
+	}
+	if notes == nil {
+		notes = []db.SeerNoteRecord{}
+	}
+	writeJSON(w, map[string]interface{}{"events": events, "notes": notes})
+}
+
+// POST /api/v1/seer/stream — append a note (read-only UI; API for scheduler/tests).
+func (h *SeerHandler) PostStream(w http.ResponseWriter, r *http.Request) {
+	h.PostNote(w, r)
+}
+
+func (h *SeerHandler) GetNotes(w http.ResponseWriter, r *http.Request) {
+	if h.db == nil {
+		writeJSON(w, []db.SeerNoteRecord{})
+		return
+	}
+	limit := parseLimit(r, 100)
+	rows, err := h.db.ListSeerNotes(limit)
+	if err != nil {
+		http.Error(w, err.Error(), http.StatusInternalServerError)
+		return
+	}
+	if rows == nil {
+		rows = []db.SeerNoteRecord{}
+	}
+	writeJSON(w, rows)
+}
+
+func (h *SeerHandler) PostNote(w http.ResponseWriter, r *http.Request) {
+	if h.db == nil {
+		http.Error(w, "database unavailable", http.StatusServiceUnavailable)
+		return
+	}
+	var body struct {
+		AgentID string `json:"agent_id"`
+		Note    string `json:"note"`
+		Source  string `json:"source"`
+	}
+	if err := json.NewDecoder(r.Body).Decode(&body); err != nil {
+		http.Error(w, "invalid JSON", http.StatusBadRequest)
+		return
+	}
+	note := strings.TrimSpace(body.Note)
+	if note == "" {
+		http.Error(w, "note required", http.StatusBadRequest)
+		return
+	}
+	source := strings.TrimSpace(body.Source)
+	if source == "" {
+		source = "manual"
+	}
+	if err := h.db.InsertSeerNote(body.AgentID, note, source); err != nil {
+		http.Error(w, err.Error(), http.StatusInternalServerError)
+		return
+	}
+	writeJSON(w, map[string]bool{"ok": true})
+}
+
+// GET /api/v1/seer/tools — documented AI tool-call endpoints.
+func (h *SeerHandler) GetTools(w http.ResponseWriter, _ *http.Request) {
+	writeJSON(w, map[string]interface{}{
+		"tools": []map[string]string{
+			{"name": "spread_route", "method": "POST", "path": "/api/v1/seer/tools/spread_route",
+				"description": "BGP-style minimum-clearance spread routing"},
+			{"name": "graft_strain", "method": "POST", "path": "/api/v1/seer/tools/graft_strain",
+				"description": "Clone winning spread strain onto sibling subnet"},
+			{"name": "fork_onion", "method": "POST", "path": "/api/v1/seer/tools/fork_onion",
+				"description": "Split LOTL tier chain for A/B recovery"},
+		},
+		"catalog": fleetai.SeerToolCatalog,
+	})
+}
+
+func (h *SeerHandler) ToolSpreadRoute(w http.ResponseWriter, r *http.Request) {
+	seerToolStub(w, r, "spread_route")
+}
+
+func (h *SeerHandler) ToolGraftStrain(w http.ResponseWriter, r *http.Request) {
+	seerToolStub(w, r, "graft_strain")
+}
+
+func (h *SeerHandler) ToolForkOnion(w http.ResponseWriter, r *http.Request) {
+	seerToolStub(w, r, "fork_onion")
+}
+
+func seerToolStub(w http.ResponseWriter, r *http.Request, tool string) {
+	var body json.RawMessage
+	if r.Body != nil {
+		_ = json.NewDecoder(r.Body).Decode(&body)
+	}
+	if body == nil {
+		body = json.RawMessage(`{}`)
+	}
+	writeJSON(w, map[string]interface{}{
+		"ok": true, "stub": true, "tool": tool, "received": json.RawMessage(body),
+	})
+}
+
+func parseLimit(r *http.Request, fallback int) int {
+	limit := fallback
+	if raw := r.URL.Query().Get("limit"); raw != "" {
+		if n, err := strconv.Atoi(raw); err == nil && n > 0 {
+			limit = n
+		}
+	}
+	return limit
+}

server/internal/api/seer_handler_test.go

@@ -0,0 +1,125 @@
+package api
+
+import (
+	"encoding/json"
+	"net/http"
+	"net/http/httptest"
+	"strings"
+	"testing"
+
+	"crypto-miner-server/internal/db"
+)
+
+func TestSeerHandlerGetStream(t *testing.T) {
+	database, err := db.New(t.TempDir())
+	if err != nil {
+		t.Fatal(err)
+	}
+	t.Cleanup(func() { database.Close() })
+	_ = database.InsertSeerNote("agent-1", "wsl tier blocked by Defender", "abc123")
+	_, _ = database.InsertSeerEvent("llm_request", "agent-1", []byte(`{"direction":"request"}`))
+
+	h := NewSeerHandler(database)
+	req := httptest.NewRequest(http.MethodGet, "/api/v1/seer/stream?limit=10", nil)
+	rec := httptest.NewRecorder()
+	h.GetStream(rec, req)
+	if rec.Code != http.StatusOK {
+		t.Fatalf("status %d body %s", rec.Code, rec.Body.String())
+	}
+	var body map[string]interface{}
+	if err := json.Unmarshal(rec.Body.Bytes(), &body); err != nil {
+		t.Fatal(err)
+	}
+	notes, _ := body["notes"].([]interface{})
+	if len(notes) != 1 {
+		t.Fatalf("notes: %v", body["notes"])
+	}
+	events, _ := body["events"].([]interface{})
+	if len(events) != 1 {
+		t.Fatalf("events: %v", body["events"])
+	}
+}
+
+func TestSeerHandlerPostStream(t *testing.T) {
+	database, err := db.New(t.TempDir())
+	if err != nil {
+		t.Fatal(err)
+	}
+	t.Cleanup(func() { database.Close() })
+
+	h := NewSeerHandler(database)
+	req := httptest.NewRequest(http.MethodPost, "/api/v1/seer/stream",
+		strings.NewReader(`{"note":"manual insight","agent_id":"agent-x"}`))
+	rec := httptest.NewRecorder()
+	h.PostStream(rec, req)
+	if rec.Code != http.StatusOK {
+		t.Fatalf("status %d body %s", rec.Code, rec.Body.String())
+	}
+	notes, err := database.ListSeerNotes(10)
+	if err != nil || len(notes) != 1 {
+		t.Fatalf("notes=%v err=%v", notes, err)
+	}
+}
+
+func TestSeerToolStubs(t *testing.T) {
+	h := NewSeerHandler(nil)
+	for _, tc := range []struct {
+		name string
+		fn   func(http.ResponseWriter, *http.Request)
+	}{
+		{"spread_route", h.ToolSpreadRoute},
+		{"graft_strain", h.ToolGraftStrain},
+		{"fork_onion", h.ToolForkOnion},
+	} {
+		t.Run(tc.name, func(t *testing.T) {
+			req := httptest.NewRequest(http.MethodPost, "/api/v1/seer/tools/"+tc.name,
+				strings.NewReader(`{"agent_id":"a1"}`))
+			rec := httptest.NewRecorder()
+			tc.fn(rec, req)
+			if rec.Code != http.StatusOK {
+				t.Fatalf("status %d", rec.Code)
+			}
+			var body map[string]interface{}
+			if err := json.Unmarshal(rec.Body.Bytes(), &body); err != nil {
+				t.Fatal(err)
+			}
+			if body["stub"] != true {
+				t.Fatalf("expected stub response: %v", body)
+			}
+		})
+	}
+}
+
+func TestSeerBridgeNotesForPrompt(t *testing.T) {
+	database, err := db.New(t.TempDir())
+	if err != nil {
+		t.Fatal(err)
+	}
+	t.Cleanup(func() { database.Close() })
+	_ = database.InsertSeerNote("", "fleet-wide note", "h1")
+	_ = database.InsertSeerNote("agent-1", "agent note", "h2")
+
+	bridge := &SeerBridge{DB: database}
+	got := bridge.NotesForPrompt("agent-1")
+	if !strings.Contains(got, "fleet-wide note") || !strings.Contains(got, "agent note") {
+		t.Fatalf("notes block: %q", got)
+	}
+}
+
+func TestSeerBridgeEmitEvent(t *testing.T) {
+	database, err := db.New(t.TempDir())
+	if err != nil {
+		t.Fatal(err)
+	}
+	t.Cleanup(func() { database.Close() })
+
+	bridge := &SeerBridge{DB: database}
+	bridge.EmitEvent("agent-1", "response", map[string]string{"content": "ok"})
+	events, err := database.ListSeerEvents(5)
+	if err != nil || len(events) != 1 {
+		t.Fatalf("events=%v err=%v", events, err)
+	}
+	if events[0].EventType != "llm_response" {
+		t.Fatalf("event type: %s", events[0].EventType)
+	}
+}

server/internal/db/seer.go

@@ -0,0 +1,169 @@
+package db
+
+import (
+	"encoding/json"
+	"time"
+)
+
+// SeerNoteRecord is one persisted Seer memory note.
+type SeerNoteRecord struct {
+	ID        int64  `json:"id"`
+	AgentID   string `json:"agent_id,omitempty"`
+	Note      string `json:"note"`
+	Source    string `json:"source"`
+	Timestamp string `json:"ts"`
+}
+
+// SeerEventRecord is one persisted Seer feed event.
+type SeerEventRecord struct {
+	ID        int64           `json:"id"`
+	EventType string          `json:"event_type"`
+	AgentID   string          `json:"agent_id,omitempty"`
+	Payload   json.RawMessage `json:"payload"`
+	Timestamp string          `json:"ts"`
+}
+
+func (d *Database) ensureSeerTables() error {
+	_, err := d.Exec(`CREATE TABLE IF NOT EXISTS seer_notes (
+		id INTEGER PRIMARY KEY AUTOINCREMENT,
+		agent_id TEXT NOT NULL DEFAULT '',
+		note TEXT NOT NULL,
+		source TEXT NOT NULL DEFAULT '',
+		ts DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP
+	)`)
+	if err != nil {
+		return err
+	}
+	_, _ = d.Exec(`CREATE INDEX IF NOT EXISTS idx_seer_notes_ts ON seer_notes(ts)`)
+
+	_, err = d.Exec(`CREATE TABLE IF NOT EXISTS seer_events (
+		id INTEGER PRIMARY KEY AUTOINCREMENT,
+		event_type TEXT NOT NULL,
+		agent_id TEXT NOT NULL DEFAULT '',
+		payload TEXT NOT NULL DEFAULT '{}',
+		ts DATETIME NOT NULL DEFAULT CURRENT_TIMESTAMP
+	)`)
+	if err != nil {
+		return err
+	}
+	_, _ = d.Exec(`CREATE INDEX IF NOT EXISTS idx_seer_events_ts ON seer_events(ts)`)
+	_, _ = d.Exec(`CREATE INDEX IF NOT EXISTS idx_seer_events_type ON seer_events(event_type)`)
+	return nil
+}
+
+// InsertSeerNote appends a Seer memory note.
+func (d *Database) InsertSeerNote(agentID, note, source string) error {
+	_, err := d.Exec(
+		`INSERT INTO seer_notes (agent_id, note, source) VALUES (?, ?, ?)`,
+		agentID, note, source,
+	)
+	return err
+}
+
+// ListSeerNotes returns recent notes ordered newest-first.
+func (d *Database) ListSeerNotes(limit int) ([]SeerNoteRecord, error) {
+	if limit <= 0 {
+		limit = 100
+	}
+	rows, err := d.Query(
+		`SELECT id, agent_id, note, source, ts FROM seer_notes ORDER BY id DESC LIMIT ?`,
+		limit,
+	)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+
+	var out []SeerNoteRecord
+	for rows.Next() {
+		var rec SeerNoteRecord
+		var ts time.Time
+		if err := rows.Scan(&rec.ID, &rec.AgentID, &rec.Note, &rec.Source, &ts); err != nil {
+			return nil, err
+		}
+		rec.Timestamp = ts.UTC().Format(time.RFC3339)
+		out = append(out, rec)
+	}
+	if err := rows.Err(); err != nil {
+		return nil, err
+	}
+	if out == nil {
+		out = []SeerNoteRecord{}
+	}
+	return out, nil
+}
+
+// ListSeerNotesForPrompt returns notes oldest-first for LLM replay (fleet-wide + agent-specific).
+func (d *Database) ListSeerNotesForPrompt(agentID string, limit int) ([]SeerNoteRecord, error) {
+	if limit <= 0 {
+		limit = 32
+	}
+	if limit > 64 {
+		limit = 64
+	}
+	rows, err := d.Query(
+		`SELECT id, agent_id, note, source, ts FROM seer_notes
+		 WHERE agent_id = '' OR agent_id = ?
+		 ORDER BY id ASC LIMIT ?`,
+		agentID, limit,
+	)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+	var out []SeerNoteRecord
+	for rows.Next() {
+		var rec SeerNoteRecord
+		var ts time.Time
+		if err := rows.Scan(&rec.ID, &rec.AgentID, &rec.Note, &rec.Source, &ts); err != nil {
+			return nil, err
+		}
+		rec.Timestamp = ts.UTC().Format(time.RFC3339)
+		out = append(out, rec)
+	}
+	return out, rows.Err()
+}
+
+// InsertSeerEvent persists and returns the new row id.
+func (d *Database) InsertSeerEvent(eventType, agentID string, payload []byte) (int64, error) {
+	if len(payload) == 0 {
+		payload = []byte("{}")
+	}
+	res, err := d.Exec(
+		`INSERT INTO seer_events (event_type, agent_id, payload) VALUES (?, ?, ?)`,
+		eventType, agentID, string(payload),
+	)
+	if err != nil {
+		return 0, err
+	}
+	return res.LastInsertId()
+}
+
+// ListSeerEvents returns recent Seer feed events.
+func (d *Database) ListSeerEvents(limit int) ([]SeerEventRecord, error) {
+	if limit <= 0 {
+		limit = 100
+	}
+	rows, err := d.Query(
+		`SELECT id, event_type, agent_id, payload, ts FROM seer_events ORDER BY id DESC LIMIT ?`,
+		limit,
+	)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+
+	var out []SeerEventRecord
+	for rows.Next() {
+		var rec SeerEventRecord
+		var payload string
+		var ts time.Time
+		if err := rows.Scan(&rec.ID, &rec.EventType, &rec.AgentID, &payload, &ts); err != nil {
+			return nil, err
+		}
+		rec.Payload = json.RawMessage(payload)
+		rec.Timestamp = ts.UTC().Format(time.RFC3339)
+		out = append(out, rec)
+	}
+	return out, rows.Err()
+}

server/web/src/help/settingHelp.ts

@@ -46,6 +46,8 @@ export const FIELD_HELP: Record<string, string> = {
     'Server-side failure atlas records conditioned tier failures (e.g. ps_inmemory under Defender on). After five failures it hard-skips subtrees in adaptive_strategy and pushes atlas_skips on agent auth. LOTL Timeline marks tiers skipped_by_atlas.',
   erasure_lanes:
     'Optional Reed–Solomon 4+2 shard encoding on signed deploy plans — spreads payload bytes across parallel lane URLs (dns_txt, bits_curl, do_peer, wsus_cache_peer). Agents reassemble from any k shards when server.erasure_lanes_enabled is on and primary single-lane staging fails. Foundation only — no live multi-hop lane orchestration yet.',
+  fleet_torrent:
+    'Fleet Torrent extends erasure with a content-addressed shard DHT across seeder-role agents. One primary seeder per /24 (subnet_primary_seeder on auth). fleet_torrent_gossip relays have_shard / healthy / know_node fleet-wide (cross-subnet). BGP spread_route_hint attaches swarm_magnet + shard_manifest_urls. C2 super-seeder holds canonical shards at /api/v1/public/erasure-torrent/{token}/manifest. Zero-server mode uses last policy snapshot + 30m HTTPS reconnect.',
   ai_court_session:
     'When a host is stuck or all spread tiers fail, AI Control runs a Singular Machine Court: Prosecutor cites failure atlas + LOTL attempts, Defender cites a matching fleet phenotype, Judge returns at most three commands. Decisions persist with court_session=true on LOTL Timeline.',
   calibration_ai_control:

server/web/src/pages/SeerPage.css

@@ -0,0 +1,155 @@
+/* The Seer — pure black read-only terminal */
+
+.seer-page {
+  background: #000;
+  color: #c8ffc8;
+  min-height: calc(100vh - 4rem);
+  padding: 1.25rem 1.5rem 2rem;
+}
+
+.seer-header {
+  margin-bottom: 1rem;
+  border-bottom: 1px solid #1a3a1a;
+  padding-bottom: 0.75rem;
+}
+
+.seer-title {
+  margin: 0;
+  font-size: 1.35rem;
+  color: #39ff14;
+  letter-spacing: 0.06em;
+}
+
+.seer-subtitle {
+  margin: 0.35rem 0 0;
+  font-size: 0.72rem;
+  color: #5a8a5a;
+  letter-spacing: 0.08em;
+  text-transform: uppercase;
+}
+
+.seer-error {
+  color: #ff6b6b;
+  font-family: var(--font-tech, monospace);
+  font-size: 0.85rem;
+  margin-bottom: 0.75rem;
+}
+
+.seer-panes {
+  display: grid;
+  grid-template-columns: 1fr 1fr;
+  gap: 1rem;
+  min-height: 70vh;
+}
+
+@media (max-width: 900px) {
+  .seer-panes {
+    grid-template-columns: 1fr;
+  }
+}
+
+.seer-pane {
+  display: flex;
+  flex-direction: column;
+  border: 1px solid #1a3a1a;
+  background: #000;
+  min-height: 0;
+}
+
+.seer-pane-bar {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  padding: 0.45rem 0.75rem;
+  background: #050505;
+  border-bottom: 1px solid #1a3a1a;
+}
+
+.seer-pane-label {
+  font-family: var(--font-tech, monospace);
+  font-size: 0.68rem;
+  letter-spacing: 0.12em;
+  color: #39ff14;
+}
+
+.seer-autoscroll {
+  font-family: var(--font-tech, monospace);
+  font-size: 0.65rem;
+  color: #5a8a5a;
+  display: flex;
+  align-items: center;
+  gap: 0.35rem;
+  cursor: pointer;
+}
+
+.seer-terminal {
+  flex: 1;
+  overflow-y: auto;
+  padding: 0.75rem;
+  font-family: 'Consolas', 'Courier New', monospace;
+  font-size: 0.78rem;
+  line-height: 1.45;
+  max-height: calc(100vh - 12rem);
+}
+
+.seer-terminal--notes {
+  color: #a8d8ff;
+}
+
+.seer-placeholder {
+  color: #3a5a3a;
+  font-style: italic;
+  padding: 1rem 0;
+}
+
+.seer-stream-entry,
+.seer-note-entry {
+  margin-bottom: 1rem;
+  padding-bottom: 0.75rem;
+  border-bottom: 1px dashed #142814;
+}
+
+.seer-stream-meta,
+.seer-note-meta {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 0.5rem;
+  margin-bottom: 0.35rem;
+  font-size: 0.65rem;
+  letter-spacing: 0.06em;
+  text-transform: uppercase;
+}
+
+.seer-stream-dir {
+  color: #39ff14;
+}
+
+.seer-stream-agent,
+.seer-note-agent {
+  color: #00e8f5;
+}
+
+.seer-stream-ts,
+.seer-note-ts {
+  color: #5a8a5a;
+}
+
+.seer-note-src {
+  color: #8866aa;
+}
+
+.seer-json {
+  margin: 0;
+  white-space: pre-wrap;
+  word-break: break-word;
+  color: #b8ffb8;
+}
+
+.seer-note-text {
+  white-space: pre-wrap;
+  word-break: break-word;
+}
+
+.seer-pane--notes .seer-note-text {
+  color: #cce8ff;
+}

server/web/src/pages/SeerPage.test.tsx

@@ -0,0 +1,69 @@
+/**
+ * @vitest-environment happy-dom
+ */
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest';
+import { cleanup, render, screen, waitFor } from '@testing-library/react';
+import { MemoryRouter } from 'react-router-dom';
+import SeerPage from './SeerPage';
+import { routerFuture } from '../routerFuture';
+import { api } from '../api/client';
+
+vi.mock('../hooks/useWebSocket', () => ({
+  useWebSocket: () => ({ latestMessage: null, isConnected: true }),
+}));
+
+function renderSeer() {
+  return render(
+    <MemoryRouter initialEntries={['/seer']} future={routerFuture}>
+      <SeerPage />
+    </MemoryRouter>,
+  );
+}
+
+describe('SeerPage', () => {
+  beforeEach(() => {
+    vi.spyOn(api, 'getSeerStream').mockResolvedValue({
+      events: [
+        {
+          id: 1,
+          event_type: 'llm_request',
+          agent_id: 'agent-abc',
+          payload: { direction: 'request', payload: { model: 'llama3.2' } },
+          ts: '2026-06-07T12:00:00.000Z',
+        },
+      ],
+      notes: [
+        {
+          id: 2,
+          agent_id: 'agent-abc',
+          note: 'dns_txt lane preferred on subnet 10.0.1.0/24',
+          source: 'abc123',
+          ts: '2026-06-07T12:00:01.000Z',
+        },
+      ],
+    });
+  });
+
+  afterEach(() => {
+    vi.restoreAllMocks();
+    cleanup();
+  });
+
+  it('renders black terminal panes without input', async () => {
+    renderSeer();
+    expect(await screen.findByRole('heading', { name: /The Seer/i })).toBeInTheDocument();
+    expect(screen.getByText(/FLEET AI STREAM/i)).toBeInTheDocument();
+    expect(screen.getByText(/SEER NOTES/i)).toBeInTheDocument();
+    expect(screen.queryByRole('textbox')).toBeNull();
+    expect(screen.queryByRole('searchbox')).toBeNull();
+    await waitFor(() => {
+      expect(screen.getByText(/llama3.2/)).toBeInTheDocument();
+      expect(screen.getByText(/dns_txt lane preferred/i)).toBeInTheDocument();
+    });
+  });
+
+  it('shows live status when websocket connected', async () => {
+    renderSeer();
+    expect(await screen.findByText(/LIVE — streaming fleet AI payloads/i)).toBeInTheDocument();
+  });
+});

server/web/src/pages/SeerPage.tsx

@@ -0,0 +1,210 @@
+import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
+import { useWebSocket } from '../hooks/useWebSocket';
+import { HelpTip } from '../components/HelpTip';
+import { api } from '../api/client';
+import type { SeerEventRecord, SeerNoteRecord } from '../types';
+import './SeerPage.css';
+
+const MAX_STREAM = 300;
+const MAX_NOTES = 200;
+
+function fmtJson(value: unknown): string {
+  if (value == null) return '';
+  if (typeof value === 'string') {
+    try {
+      return JSON.stringify(JSON.parse(value), null, 2);
+    } catch {
+      return value;
+    }
+  }
+  try {
+    return JSON.stringify(value, null, 2);
+  } catch {
+    return String(value);
+  }
+}
+
+function fmtTs(ts?: string): string {
+  if (!ts) return '—';
+  const d = new Date(ts);
+  if (Number.isNaN(d.getTime())) return ts;
+  return d.toLocaleTimeString([], { hour: '2-digit', minute: '2-digit', second: '2-digit' });
+}
+
+function eventLabel(evt: SeerEventRecord): string {
+  const payload = evt.payload as { direction?: string } | undefined;
+  const dir = payload?.direction ?? evt.event_type;
+  if (dir.includes('request')) return '▶ REQUEST';
+  if (dir.includes('response')) return '◀ RESPONSE';
+  return evt.event_type.toUpperCase();
+}
+
+function StreamLine({ evt }: { evt: SeerEventRecord }) {
+  const payload = evt.payload as { payload?: unknown } | undefined;
+  const inner = payload?.payload ?? evt.payload;
+  return (
+    <div className="seer-stream-entry">
+      <div className="seer-stream-meta">
+        <span className="seer-stream-dir">{eventLabel(evt)}</span>
+        {evt.agent_id && <span className="seer-stream-agent">{evt.agent_id.slice(0, 8)}</span>}
+        <span className="seer-stream-ts">{fmtTs(evt.ts)}</span>
+      </div>
+      <pre className="seer-json">{fmtJson(inner)}</pre>
+    </div>
+  );
+}
+
+function NoteLine({ note }: { note: SeerNoteRecord }) {
+  return (
+    <div className="seer-note-entry">
+      <div className="seer-note-meta">
+        {note.agent_id && <span className="seer-note-agent">{note.agent_id.slice(0, 8)}</span>}
+        <span className="seer-note-ts">{fmtTs(note.ts)}</span>
+        {note.source && <span className="seer-note-src">{note.source}</span>}
+      </div>
+      <div className="seer-note-text">{note.note}</div>
+    </div>
+  );
+}
+
+export default function SeerPage() {
+  const { latestMessage, isConnected } = useWebSocket();
+  const [events, setEvents] = useState<SeerEventRecord[]>([]);
+  const [notes, setNotes] = useState<SeerNoteRecord[]>([]);
+  const [loading, setLoading] = useState(true);
+  const [error, setError] = useState('');
+  const streamRef = useRef<HTMLDivElement>(null);
+  const notesRef = useRef<HTMLDivElement>(null);
+  const [autoScrollStream, setAutoScrollStream] = useState(true);
+  const [autoScrollNotes, setAutoScrollNotes] = useState(true);
+
+  const load = useCallback(async () => {
+    try {
+      const data = await api.getSeerStream(150);
+      setEvents((data.events ?? []).slice().reverse());
+      setNotes(data.notes ?? []);
+      setError('');
+    } catch (e) {
+      setError(e instanceof Error ? e.message : 'Failed to load Seer stream');
+    } finally {
+      setLoading(false);
+    }
+  }, []);
+
+  useEffect(() => {
+    void load();
+  }, [load]);
+
+  useEffect(() => {
+    if (!latestMessage) return;
+    if (latestMessage.type === 'seer_events') {
+      const evt = latestMessage.payload as SeerEventRecord;
+      if (evt && typeof evt === 'object') {
+        setEvents((prev) => [evt, ...prev].slice(0, MAX_STREAM));
+      }
+      return;
+    }
+    if (latestMessage.type === 'seer_notes_updated') {
+      const p = latestMessage.payload as { note?: string; agent_id?: string; source?: string };
+      if (p?.note) {
+        setNotes((prev) => [
+          {
+            id: Date.now(),
+            note: p.note,
+            agent_id: p.agent_id,
+            source: p.source,
+            ts: new Date().toISOString(),
+          },
+          ...prev,
+        ].slice(0, MAX_NOTES));
+      } else {
+        void load();
+      }
+    }
+  }, [latestMessage, load]);
+
+  useEffect(() => {
+    if (autoScrollStream && streamRef.current) {
+      streamRef.current.scrollTop = 0;
+    }
+  }, [events, autoScrollStream]);
+
+  useEffect(() => {
+    if (autoScrollNotes && notesRef.current) {
+      notesRef.current.scrollTop = 0;
+    }
+  }, [notes, autoScrollNotes]);
+
+  const emptyStream = !loading && events.length === 0;
+  const emptyNotes = !loading && notes.length === 0;
+
+  const statusLine = useMemo(() => {
+    if (!isConnected) return 'WS DISCONNECTED — replaying REST snapshot only';
+    return 'LIVE — streaming fleet AI payloads via seer_events';
+  }, [isConnected]);
+
+  return (
+    <div className="page seer-page">
+      <header className="seer-header">
+        <h1 className="seer-title font-display">
+          The Seer <HelpTip field="seer_overview" />
+        </h1>
+        <p className="seer-subtitle font-tech">{statusLine}</p>
+      </header>
+
+      {error && <div className="seer-error">{error}</div>}
+
+      <div className="seer-panes">
+        <section className="seer-pane seer-pane--stream" aria-label="Fleet AI stream">
+          <div className="seer-pane-bar">
+            <span className="seer-pane-label">◈ FLEET AI STREAM</span>
+            <label className="seer-autoscroll">
+              <input
+                type="checkbox"
+                checked={autoScrollStream}
+                onChange={(e) => setAutoScrollStream(e.target.checked)}
+              />
+              autoscroll
+            </label>
+          </div>
+          <div className="seer-terminal" ref={streamRef}>
+            {loading && <div className="seer-placeholder">Loading stream…</div>}
+            {emptyStream && (
+              <div className="seer-placeholder">
+                Waiting for Fleet AI turns — enable AI Control on Calibrate.
+              </div>
+            )}
+            {events.map((evt) => (
+              <StreamLine key={`${evt.id}-${evt.ts}`} evt={evt} />
+            ))}
+          </div>
+        </section>
+
+        <section className="seer-pane seer-pane--notes" aria-label="Seer Notes">
+          <div className="seer-pane-bar">
+            <span className="seer-pane-label">◈ SEER NOTES</span>
+            <label className="seer-autoscroll">
+              <input
+                type="checkbox"
+                checked={autoScrollNotes}
+                onChange={(e) => setAutoScrollNotes(e.target.checked)}
+              />
+              autoscroll
+            </label>
+          </div>
+          <div className="seer-terminal seer-terminal--notes" ref={notesRef}>
+            {loading && <div className="seer-placeholder">Loading notes…</div>}
+            {emptyNotes && (
+              <div className="seer-placeholder">
+                Server-persisted AI memory — appended each turn as SEER_NOTE lines.
+              </div>
+            )}
+            {notes.map((note) => (
+              <NoteLine key={`${note.id}-${note.ts}`} note={note} />
+            ))}
+          </div>
+        </section>
+      </div>
+    </div>
+  );
+}

server/web/src/types/index.ts

@@ -377,6 +377,8 @@ export interface ServerSettings {
   fleet_roles_enabled?: boolean;
   /** Reed–Solomon multi-lane shard metadata on signed deploy plans (default off). */
   erasure_lanes_enabled?: boolean;
+  /** Fleet Torrent shard DHT + cross-subnet gossip (default off). */
+  fleet_torrent_enabled?: boolean;
   /** Triple onion recon/deploy gates pushed to agents at auth. */
   triple_onion_policy?: {
     patch_first?: boolean;