Add session news/research fields and helper functions

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

backend/main.py

@@ -2,6 +2,9 @@
 
 import uuid
 import asyncio
+import base64
+import threading
+import traceback
 from dataclasses import dataclass, field
 from pathlib import Path
 from fastapi import FastAPI, HTTPException, WebSocket, WebSocketDisconnect, Request, Response
@@ -10,6 +13,7 @@ from fastapi.responses import FileResponse
 import json
 import time
 import httpx
+import numpy as np
 from fastapi.middleware.cors import CORSMiddleware
 from pydantic import BaseModel
 from typing import Optional
@@ -20,6 +24,7 @@ from .services.transcription import transcribe_audio
 from .services.llm import llm_service
 from .services.tts import generate_speech
 from .services.audio import audio_service
+from .services.news import news_service, extract_keywords
 
 app = FastAPI(title="AI Radio Show")
 
@@ -321,6 +326,9 @@ class Session:
         self.active_real_caller: dict | None = None
         self.ai_respond_mode: str = "manual"  # "manual" or "auto"
         self.auto_followup: bool = False
+        self.news_headlines: list = []
+        self.research_notes: dict[str, list] = {}
+        self._research_task: asyncio.Task | None = None
 
     def start_call(self, caller_key: str):
         self.current_caller_key = caller_key
@@ -398,12 +406,87 @@ class Session:
         self.active_real_caller = None
         self.ai_respond_mode = "manual"
         self.auto_followup = False
+        self.news_headlines = []
+        self.research_notes = {}
+        if self._research_task and not self._research_task.done():
+            self._research_task.cancel()
+        self._research_task = None
         self.id = str(uuid.uuid4())[:8]
         print(f"[Session] Reset - new session ID: {self.id}")
 
 
 session = Session()
 caller_service = CallerService()
+_ai_response_lock = asyncio.Lock()  # Prevents concurrent AI responses
+_session_epoch = 0  # Increments on hangup/call start — stale tasks check this
+
+
+# --- News & Research Helpers ---
+
+async def _fetch_session_headlines():
+    try:
+        session.news_headlines = await news_service.get_headlines()
+        print(f"[News] Loaded {len(session.news_headlines)} headlines for session")
+    except Exception as e:
+        print(f"[News] Failed to load headlines: {e}")
+
+
+async def _background_research(text: str):
+    keywords = extract_keywords(text)
+    if not keywords:
+        return
+    query = " ".join(keywords)
+    if query.lower() in session.research_notes:
+        return
+    try:
+        results = await news_service.search_topic(query)
+        if results:
+            session.research_notes[query.lower()] = results
+            print(f"[Research] Found {len(results)} results for '{query}'")
+    except Exception as e:
+        print(f"[Research] Error: {e}")
+
+
+def _build_news_context() -> tuple[str, str]:
+    news_context = ""
+    if session.news_headlines:
+        news_context = news_service.format_headlines_for_prompt(session.news_headlines[:6])
+    research_context = ""
+    if session.research_notes:
+        all_items = []
+        for items in session.research_notes.values():
+            all_items.extend(items)
+        seen = set()
+        unique = []
+        for item in all_items:
+            if item.title not in seen:
+                seen.add(item.title)
+                unique.append(item)
+        research_context = news_service.format_headlines_for_prompt(unique[:8])
+    return news_context, research_context
+
+
+# --- Lifecycle ---
+@app.on_event("shutdown")
+async def shutdown():
+    """Clean up resources on server shutdown"""
+    global _host_audio_task
+    print("[Server] Shutting down — cleaning up resources...")
+    # Stop host mic streaming
+    audio_service.stop_host_stream()
+    # Cancel host audio sender task
+    if _host_audio_task and not _host_audio_task.done():
+        _host_audio_task.cancel()
+        try:
+            await _host_audio_task
+        except (asyncio.CancelledError, Exception):
+            pass
+        _host_audio_task = None
+    # Disconnect all active callers
+    for caller_id in list(caller_service.active_calls.keys()):
+        caller_service.hangup(caller_id)
+    caller_service.reset()
+    print("[Server] Cleanup complete")
 
 
 # --- Static Files ---
@@ -427,12 +510,16 @@ async def signalwire_voice_webhook(request: Request):
     call_sid = form.get("CallSid", "")
     print(f"[SignalWire] Inbound call from {caller_phone} (CallSid: {call_sid})")
 
-    ws_scheme = "wss"
+    # Use dedicated stream URL (ngrok) if configured, otherwise derive from request
+    if settings.signalwire_stream_url:
+        stream_url = settings.signalwire_stream_url
+    else:
         host = request.headers.get("host", "radioshow.macneilmediagroup.com")
-    stream_url = f"{ws_scheme}://{host}/api/signalwire/stream"
+        stream_url = f"wss://{host}/api/signalwire/stream"
 
     xml = f"""<?xml version="1.0" encoding="UTF-8"?>
 <Response>
+    <Say voice="woman">You've reached Luke at the Roost. Hold tight, we'll get you on the air.</Say>
     <Connect>
         <Stream url="{stream_url}" codec="L16@16000h">
             <Parameter name="caller_phone" value="{caller_phone}"/>
@@ -567,15 +654,19 @@ async def get_callers():
 async def reset_session():
     """Reset session - all callers get fresh backgrounds"""
     session.reset()
+    _chat_updates.clear()
     return {"status": "reset", "session_id": session.id}
 
 
 @app.post("/api/call/{caller_key}")
 async def start_call(caller_key: str):
     """Start a call with a caller"""
+    global _session_epoch
     if caller_key not in CALLER_BASES:
         raise HTTPException(404, "Caller not found")
 
+    _session_epoch += 1
+    audio_service.stop_caller_audio()
     session.start_call(caller_key)
     caller = session.caller  # This generates the background if needed
 
@@ -589,14 +680,22 @@ async def start_call(caller_key: str):
 @app.post("/api/hangup")
 async def hangup():
     """Hang up current call"""
+    global _session_epoch, _auto_respond_pending
+    _session_epoch += 1
+
     # Stop any playing caller audio immediately
     audio_service.stop_caller_audio()
 
+    # Cancel any pending auto-respond
+    if _auto_respond_pending and not _auto_respond_pending.done():
+        _auto_respond_pending.cancel()
+        _auto_respond_pending = None
+    _auto_respond_buffer.clear()
+
     caller_name = session.caller["name"] if session.caller else None
     session.end_call()
 
     # Play hangup sound in background so response returns immediately
-    import threading
     hangup_sound = settings.sounds_dir / "hangup.wav"
     if hangup_sound.exists():
         threading.Thread(target=audio_service.play_sfx, args=(str(hangup_sound),), daemon=True).start()
@@ -668,24 +767,82 @@ def clean_for_tts(text: str) -> str:
     return text.strip()
 
 
+# --- Chat Broadcast (for real-time frontend updates) ---
+_chat_updates: list[dict] = []
+_CHAT_UPDATES_MAX = 500
+
+
+def broadcast_chat(sender: str, text: str):
+    """Add a chat message to the update queue for frontend polling"""
+    _chat_updates.append({"type": "chat", "sender": sender, "text": text, "id": len(_chat_updates)})
+    if len(_chat_updates) > _CHAT_UPDATES_MAX:
+        del _chat_updates[:_CHAT_UPDATES_MAX // 2]
+
+
+def broadcast_event(event_type: str, data: dict = None):
+    """Add a system event to the update queue for frontend polling"""
+    entry = {"type": event_type, "id": len(_chat_updates)}
+    if data:
+        entry.update(data)
+    _chat_updates.append(entry)
+
+
+@app.get("/api/conversation/updates")
+async def get_conversation_updates(since: int = 0):
+    """Get new chat/event messages since a given index"""
+    return {"messages": _chat_updates[since:]}
+
+
+def _normalize_messages_for_llm(messages: list[dict]) -> list[dict]:
+    """Convert custom roles (real_caller:X, ai_caller:X) to standard LLM roles"""
+    normalized = []
+    for msg in messages:
+        role = msg["role"]
+        content = msg["content"]
+        if role.startswith("real_caller:"):
+            caller_label = role.split(":", 1)[1]
+            normalized.append({"role": "user", "content": f"[Real caller {caller_label}]: {content}"})
+        elif role.startswith("ai_caller:"):
+            normalized.append({"role": "assistant", "content": content})
+        elif role == "host":
+            normalized.append({"role": "user", "content": content})
+        else:
+            normalized.append(msg)
+    return normalized
+
+
 @app.post("/api/chat")
 async def chat(request: ChatRequest):
     """Chat with current caller"""
     if not session.caller:
         raise HTTPException(400, "No active call")
 
+    epoch = _session_epoch
     session.add_message("user", request.text)
 
+    async with _ai_response_lock:
+        if _session_epoch != epoch:
+            raise HTTPException(409, "Call ended while waiting")
+
+        # Stop any playing caller audio so responses don't overlap
+        audio_service.stop_caller_audio()
+
         # Include conversation summary and show history for context
         conversation_summary = session.get_conversation_summary()
         show_history = session.get_show_history()
         system_prompt = get_caller_prompt(session.caller, conversation_summary, show_history)
 
+        messages = _normalize_messages_for_llm(session.conversation[-10:])
         response = await llm_service.generate(
-        messages=session.conversation[-10:],  # Reduced history for speed
+            messages=messages,
             system_prompt=system_prompt
         )
 
+    # Discard if call changed while we were generating
+    if _session_epoch != epoch:
+        print(f"[Chat] Discarding stale response (epoch {epoch} → {_session_epoch})")
+        raise HTTPException(409, "Call changed during response")
+
     print(f"[Chat] Raw LLM: {response[:100] if response else '(empty)'}...")
 
     # Clean response for TTS (remove parenthetical actions, asterisks, etc.)
@@ -710,19 +867,25 @@ async def chat(request: ChatRequest):
 @app.post("/api/tts")
 async def text_to_speech(request: TTSRequest):
     """Generate and play speech on caller output device (non-blocking)"""
-    # Validate text is not empty
     if not request.text or not request.text.strip():
         raise HTTPException(400, "Text cannot be empty")
 
-    # Phone filter disabled - always use "none"
+    epoch = _session_epoch
+
     audio_bytes = await generate_speech(
         request.text,
         request.voice_id,
         "none"
     )
 
+    # Don't play if call changed during TTS generation
+    if _session_epoch != epoch:
+        return {"status": "discarded", "duration": 0}
+
+    # Stop any existing audio before playing new
+    audio_service.stop_caller_audio()
+
     # Play in background thread - returns immediately, can be interrupted by hangup
-    import threading
     thread = threading.Thread(
         target=audio_service.play_caller_audio,
         args=(audio_bytes, 24000),
@@ -858,25 +1021,47 @@ async def signalwire_audio_stream(websocket: WebSocket):
 
     try:
         while True:
-            raw = await websocket.receive_text()
+            message = await websocket.receive()
+
+            if message.get("type") == "websocket.disconnect":
+                break
+
+            raw = message.get("text")
+            if not raw:
+                continue
+
+            try:
                 msg = json.loads(raw)
+            except json.JSONDecodeError:
+                continue
+
             event = msg.get("event")
 
             if event == "start":
                 custom = msg.get("start", {}).get("customParameters", {})
                 caller_phone = custom.get("caller_phone", "Unknown")
                 call_sid = custom.get("call_sid", "")
+                stream_sid = msg.get("start", {}).get("streamSid", "")
 
                 stream_started = True
-                print(f"[SignalWire WS] Stream started: {caller_phone} (CallSid: {call_sid})")
+                print(f"[SignalWire WS] Stream started: {caller_phone} (CallSid: {call_sid}, StreamSid: {stream_sid})")
 
                 caller_service.add_to_queue(caller_id, caller_phone)
                 caller_service.register_websocket(caller_id, websocket)
+                broadcast_event("caller_queued", {"phone": caller_phone})
+                broadcast_chat("System", f"{caller_phone} is waiting in the queue")
+
+                ring_sound = settings.sounds_dir / "phone_ring.wav"
+                if ring_sound.exists():
+                    threading.Thread(target=audio_service.play_sfx, args=(str(ring_sound),), daemon=True).start()
+
                 if call_sid:
                     caller_service.register_call_sid(caller_id, call_sid)
+                if stream_sid:
+                    caller_service.register_stream_sid(caller_id, stream_sid)
 
             elif event == "media" and stream_started:
-                import base64
+                try:
                     payload = msg.get("media", {}).get("payload", "")
                     if not payload:
                         continue
@@ -893,34 +1078,68 @@ async def signalwire_audio_stream(websocket: WebSocket):
                     if len(audio_buffer) >= chunk_samples * 2:
                         pcm_chunk = bytes(audio_buffer[:chunk_samples * 2])
                         audio_buffer = audio_buffer[chunk_samples * 2:]
+                        # Skip transcription if audio is silent
+                        audio_check = np.frombuffer(pcm_chunk, dtype=np.int16).astype(np.float32) / 32768.0
+                        if np.abs(audio_check).max() < 0.01:
+                            continue
                         asyncio.create_task(
-                        _handle_real_caller_transcription(caller_id, pcm_chunk, SAMPLE_RATE)
+                            _safe_transcribe(caller_id, pcm_chunk, SAMPLE_RATE)
                         )
+                except Exception as e:
+                    print(f"[SignalWire WS] Media frame error (non-fatal): {e}")
+                    continue  # Skip bad frame, don't disconnect caller
 
             elif event == "stop":
-                print(f"[SignalWire WS] Stream stopped: {caller_phone}")
+                print(f"[SignalWire WS] Stream stop event received: {caller_phone} (caller_id: {caller_id})")
                 break
 
     except WebSocketDisconnect:
-        print(f"[SignalWire WS] Disconnected: {caller_id} ({caller_phone})")
+        on_air = caller_id in caller_service.active_calls
+        tts_active = caller_service.is_streaming_tts(caller_id)
+        started_at = caller_service.active_calls.get(caller_id, {}).get("started_at")
+        duration = f"{time.time() - started_at:.0f}s" if started_at else "n/a"
+        print(f"[SignalWire WS] DROPPED: {caller_id} ({caller_phone}) on_air={on_air} tts_active={tts_active} duration={duration}")
+        disconnect_reason = "dropped"
     except Exception as e:
         print(f"[SignalWire WS] Error: {e}")
+        traceback.print_exc()
+        disconnect_reason = f"error: {e}"
+    else:
+        disconnect_reason = "clean"
     finally:
+        was_on_air = caller_id in caller_service.active_calls
         caller_service.unregister_websocket(caller_id)
         caller_service.unregister_call_sid(caller_id)
+        caller_service.unregister_stream_sid(caller_id)
         caller_service.remove_from_queue(caller_id)
-        if caller_id in caller_service.active_calls:
+        if was_on_air:
             caller_service.hangup(caller_id)
             if session.active_real_caller and session.active_real_caller.get("caller_id") == caller_id:
                 session.active_real_caller = None
                 if len(caller_service.active_calls) == 0:
                     audio_service.stop_host_stream()
-        if audio_buffer:
+            broadcast_event("caller_disconnected", {"phone": caller_phone, "reason": disconnect_reason})
+            broadcast_chat("System", f"{caller_phone} disconnected ({disconnect_reason})")
+
+            drop_sound = settings.sounds_dir / ("busy.wav" if disconnect_reason == "dropped" else "hangup.wav")
+            if drop_sound.exists():
+                threading.Thread(target=audio_service.play_sfx, args=(str(drop_sound),), daemon=True).start()
+        elif stream_started:
+            broadcast_chat("System", f"{caller_phone} left the queue")
+        if audio_buffer and caller_id in caller_service.active_calls:
             asyncio.create_task(
-                _handle_real_caller_transcription(caller_id, bytes(audio_buffer), SAMPLE_RATE)
+                _safe_transcribe(caller_id, bytes(audio_buffer), SAMPLE_RATE)
             )
 
 
+async def _safe_transcribe(caller_id: str, pcm_chunk: bytes, sample_rate: int):
+    """Wrapper that catches transcription errors so they don't crash anything"""
+    try:
+        await _handle_real_caller_transcription(caller_id, pcm_chunk, sample_rate)
+    except Exception as e:
+        print(f"[Transcription] Error (non-fatal): {e}")
+
+
 # --- Host Audio Broadcast ---
 
 _host_audio_queue: asyncio.Queue = None
@@ -928,24 +1147,48 @@ _host_audio_task: asyncio.Task = None
 
 
 async def _host_audio_sender():
-    """Persistent task that drains audio queue and sends to callers"""
+    """Persistent task that drains audio queue, batches frames, and sends to callers"""
+    _send_count = [0]
+    try:
       while True:
         pcm_bytes = await _host_audio_queue.get()
-        # Skip host mic audio while TTS is streaming to avoid interleaving
-        if caller_service.streaming_tts:
+        if caller_service.is_streaming_tts_any():
             continue
+
+        # Drain all available frames and concatenate
+        chunks = [pcm_bytes]
+        while not _host_audio_queue.empty():
+            try:
+                extra = _host_audio_queue.get_nowait()
+                if not caller_service.is_streaming_tts_any():
+                    chunks.append(extra)
+            except asyncio.QueueEmpty:
+                break
+
+        combined = b''.join(chunks)
+        t0 = time.time()
         for caller_id in list(caller_service.active_calls.keys()):
             try:
-                await caller_service.send_audio_to_caller(caller_id, pcm_bytes, 16000)
+                await caller_service.send_audio_to_caller(caller_id, combined, 16000)
             except Exception:
                 pass
+        elapsed = time.time() - t0
+        _send_count[0] += 1
+        if _send_count[0] % 20 == 0:
+            qsize = _host_audio_queue.qsize()
+            audio_ms = len(combined) / 2 / 16000 * 1000
+            print(f"[HostAudio] send took {elapsed*1000:.0f}ms, {len(chunks)} chunks batched ({audio_ms:.0f}ms audio), queue: {qsize}")
+    except asyncio.CancelledError:
+        print("[HostAudio] Sender task cancelled")
+    except Exception as e:
+        print(f"[HostAudio] Sender task error: {e}")
 
 
 def _start_host_audio_sender():
     """Start the persistent host audio sender task"""
     global _host_audio_queue, _host_audio_task
     if _host_audio_queue is None:
-        _host_audio_queue = asyncio.Queue(maxsize=100)
+        _host_audio_queue = asyncio.Queue(maxsize=50)
     if _host_audio_task is None or _host_audio_task.done():
         _host_audio_task = asyncio.create_task(_host_audio_sender())
 
@@ -1003,8 +1246,14 @@ async def drop_from_queue(caller_id: str):
     return {"status": "dropped"}
 
 
+_auto_respond_pending: asyncio.Task | None = None
+_auto_respond_buffer: list[str] = []
+
+
 async def _handle_real_caller_transcription(caller_id: str, pcm_data: bytes, sample_rate: int):
     """Transcribe a chunk of real caller audio and add to conversation"""
+    global _auto_respond_pending
+
     call_info = caller_service.active_calls.get(caller_id)
     if not call_info:
         return
@@ -1016,59 +1265,103 @@ async def _handle_real_caller_transcription(caller_id: str, pcm_data: bytes, sam
     caller_phone = call_info["phone"]
     print(f"[Real Caller] {caller_phone}: {text}")
 
-    # Add to conversation with real_caller role
+    # Add to conversation and broadcast to frontend
     session.add_message(f"real_caller:{caller_phone}", text)
+    broadcast_chat(f"{caller_phone} (caller)", text)
 
-    # If AI auto-respond mode is on and an AI caller is active, check if AI should respond
+    # If AI auto-respond mode is on and an AI caller is active, debounce auto-respond
     if session.ai_respond_mode == "auto" and session.current_caller_key:
-        asyncio.create_task(_check_ai_auto_respond(text, caller_phone))
+        _auto_respond_buffer.append(text)
+        # Cancel any pending auto-respond timer and restart it
+        if _auto_respond_pending and not _auto_respond_pending.done():
+            _auto_respond_pending.cancel()
+        _auto_respond_pending = asyncio.create_task(_debounced_auto_respond(caller_phone))
 
 
-async def _check_ai_auto_respond(real_caller_text: str, real_caller_phone: str):
-    """Check if AI caller should jump in, and generate response if so"""
+async def _debounced_auto_respond(caller_phone: str):
+    """Wait for caller to stop talking (4s pause), then trigger AI response"""
+    try:
+        await asyncio.sleep(4)  # Wait 4 seconds of silence
+    except asyncio.CancelledError:
+        return  # More speech came in, timer restarted
+
+    # Gather accumulated text
+    accumulated = " ".join(_auto_respond_buffer)
+    _auto_respond_buffer.clear()
+
+    if not accumulated.strip():
+        return
+
+    print(f"[Auto-Respond] Caller paused. Accumulated: {accumulated[:100]}...")
+    await _trigger_ai_auto_respond(accumulated)
+
+
+async def _trigger_ai_auto_respond(accumulated_text: str):
+    """Generate AI caller response to accumulated real caller speech"""
+    epoch = _session_epoch
+
     if not session.caller:
         return
 
+    if _ai_response_lock.locked():
+        return
+
     # Cooldown check
     if not hasattr(session, '_last_ai_auto_respond'):
         session._last_ai_auto_respond = 0
-    if time.time() - session._last_ai_auto_respond < 10:
+    if time.time() - session._last_ai_auto_respond < 5:
         return
 
     ai_name = session.caller["name"]
 
-    # Quick "should I respond?" check with minimal LLM call
-    should_respond = await llm_service.generate(
-        messages=[{"role": "user", "content": f'Someone just said: "{real_caller_text}". Should {ai_name} jump in? Reply only YES or NO.'}],
-        system_prompt=f"You're deciding if {ai_name} should respond to what was just said on a radio show. Say YES if it's interesting or relevant to them, NO if not.",
-    )
-
-    if "YES" not in should_respond.upper():
-        return
+    async with _ai_response_lock:
+        if _session_epoch != epoch:
+            return  # Call changed while waiting for lock
 
         print(f"[Auto-Respond] {ai_name} is jumping in...")
         session._last_ai_auto_respond = time.time()
+        audio_service.stop_caller_audio()
+        broadcast_event("ai_status", {"text": f"{ai_name} is thinking..."})
 
-    # Generate full response
         conversation_summary = session.get_conversation_summary()
         show_history = session.get_show_history()
         system_prompt = get_caller_prompt(session.caller, conversation_summary, show_history)
 
+        messages = _normalize_messages_for_llm(session.conversation[-10:])
         response = await llm_service.generate(
-        messages=session.conversation[-10:],
+            messages=messages,
             system_prompt=system_prompt,
         )
+
+    # Discard if call changed during generation
+    if _session_epoch != epoch:
+        print(f"[Auto-Respond] Discarding stale response (epoch {epoch} → {_session_epoch})")
+        broadcast_event("ai_done")
+        return
+
     response = clean_for_tts(response)
     response = ensure_complete_thought(response)
     if not response or not response.strip():
+        broadcast_event("ai_done")
+        return
+
+    # Final staleness check before playing audio
+    if _session_epoch != epoch:
+        broadcast_event("ai_done")
         return
 
     session.add_message(f"ai_caller:{ai_name}", response)
+    broadcast_chat(ai_name, response)
 
-    # Generate TTS and play
+    broadcast_event("ai_status", {"text": f"{ai_name} is speaking..."})
     audio_bytes = await generate_speech(response, session.caller["voice"], "none")
 
-    import threading
+    # Don't play if call changed during TTS generation
+    if _session_epoch != epoch:
+        print(f"[Auto-Respond] Discarding stale TTS (epoch {epoch} → {_session_epoch})")
+        broadcast_event("ai_done")
+        return
+
     thread = threading.Thread(
         target=audio_service.play_caller_audio,
         args=(audio_bytes, 24000),
@@ -1076,22 +1369,96 @@ async def _check_ai_auto_respond(real_caller_text: str, real_caller_phone: str):
     )
     thread.start()
 
-    # Also send to active real caller so they hear the AI
+    broadcast_event("ai_done")
+
+    # Also stream to active real caller so they hear the AI
     if session.active_real_caller:
         caller_id = session.active_real_caller["caller_id"]
         asyncio.create_task(
-            caller_service.send_audio_to_caller(caller_id, audio_bytes, 24000)
+            caller_service.stream_audio_to_caller(caller_id, audio_bytes, 24000)
         )
 
 
+@app.post("/api/ai-respond")
+async def ai_respond():
+    """Trigger AI caller to respond based on current conversation"""
+    if not session.caller:
+        raise HTTPException(400, "No active AI caller")
+
+    epoch = _session_epoch
+
+    async with _ai_response_lock:
+        if _session_epoch != epoch:
+            raise HTTPException(409, "Call ended while waiting")
+
+        audio_service.stop_caller_audio()
+
+        conversation_summary = session.get_conversation_summary()
+        show_history = session.get_show_history()
+        system_prompt = get_caller_prompt(session.caller, conversation_summary, show_history)
+
+        messages = _normalize_messages_for_llm(session.conversation[-10:])
+        response = await llm_service.generate(
+            messages=messages,
+            system_prompt=system_prompt
+        )
+
+    if _session_epoch != epoch:
+        raise HTTPException(409, "Call changed during response")
+
+    response = clean_for_tts(response)
+    response = ensure_complete_thought(response)
+
+    if not response or not response.strip():
+        response = "Uh... sorry, what was that?"
+
+    ai_name = session.caller["name"]
+    session.add_message(f"ai_caller:{ai_name}", response)
+
+    # TTS
+    audio_bytes = await generate_speech(response, session.caller["voice"], "none")
+
+    if _session_epoch != epoch:
+        raise HTTPException(409, "Call changed during TTS")
+
+    thread = threading.Thread(
+        target=audio_service.play_caller_audio,
+        args=(audio_bytes, 24000),
+        daemon=True,
+    )
+    thread.start()
+
+    # Stream to real caller
+    if session.active_real_caller:
+        caller_id = session.active_real_caller["caller_id"]
+        asyncio.create_task(
+            caller_service.stream_audio_to_caller(caller_id, audio_bytes, 24000)
+        )
+
+    return {
+        "text": response,
+        "caller": ai_name,
+        "voice_id": session.caller["voice"]
+    }
+
+
 # --- Follow-Up & Session Control Endpoints ---
 
 @app.post("/api/hangup/real")
 async def hangup_real_caller():
     """Hang up on real caller — disconnect immediately, summarize in background"""
+    global _session_epoch, _auto_respond_pending
     if not session.active_real_caller:
         raise HTTPException(400, "No active real caller")
 
+    _session_epoch += 1
+
+    # Cancel any pending auto-respond
+    if _auto_respond_pending and not _auto_respond_pending.done():
+        _auto_respond_pending.cancel()
+        _auto_respond_pending = None
+    _auto_respond_buffer.clear()
+
     caller_id = session.active_real_caller["caller_id"]
     caller_phone = session.active_real_caller["phone"]
     conversation_snapshot = list(session.conversation)
@@ -1109,7 +1476,6 @@ async def hangup_real_caller():
 
     session.active_real_caller = None
 
-    import threading
     hangup_sound = settings.sounds_dir / "hangup.wav"
     if hangup_sound.exists():
         threading.Thread(target=audio_service.play_sfx, args=(str(hangup_sound),), daemon=True).start()