Feat: Frontend-Overhaul E — Lane-Editor, Routing-Policy (hot-reload) & Latenz-Karte

Teil 1: VoiceLatencyCard auf dem Dashboard (GET /api/voice/metrics, C2) —
zeigt STT/Vision/Chat-TTFB/TTS mit p50/p95/last + count.

Teil 2: UI-editierbare Routing-Policy. Neuer routing_policy.py (hot-reload JSON
unter MODELS_DIR/mc2-routing.json, Env=Defaults, atomarer Write, Validierung).
router_logic, gateway_proxy und gateway.routing_summary lesen jetzt live via
load_policy(); routing_summary ist lane-bewusst (chat/coding statt altem auto).
Neue Endpoints GET/PUT /api/routing/policy.

Teil 3: LaneEditor.tsx als ZONE im Cockpit (chat/coding-Aliase + Schwellen +
fast_no_think, Speichern/Default-je-Feld); Gateway-Node zeigt die Lanes.

Verifiziert: npm run build (tsc strict) clean, FastAPI TestClient (GET/PUT,
Validierung, Persistenz, Hot-reload durch die API), venv-Smoke (Routing).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

backend/routers/gateway_proxy.py

@@ -4,7 +4,8 @@ from fastapi.responses import JSONResponse, StreamingResponse
 
 from config import LLAMA_SWAP_URL
 from services.gateway_stream import record_stream_chunk, record_usage
-from services.router_logic import FAST, FAST_NO_THINK, LANES, choose_for_lane
+from services.router_logic import LANES, choose_for_lane
+from services.routing_policy import load_policy
 
 router = APIRouter(prefix="/v1")
 
@@ -37,7 +38,8 @@ async def _proxy(path: str, request: Request):
         alias = requested
         routed = {"x-mc-routed-to": requested}
     # fast-Spur: Thinking aus für flotte Antworten (sofern Client es nicht selbst setzt).
-    if FAST_NO_THINK and alias == FAST and "chat_template_kwargs" not in body:
+    pol = load_policy()
+    if pol["fast_no_think"] and alias == pol["fast"] and "chat_template_kwargs" not in body:
         body["chat_template_kwargs"] = {"enable_thinking": False}
     url = f"{LLAMA_SWAP_URL}{path}"
 

backend/routers/routing.py

@@ -1,8 +1,10 @@
-"""Routing-Endpoint: zeigt den eingebauten Gateway (model:auto fast↔heavy)."""
+"""Routing-Endpoints: Lane-Summary (chat/coding) + UI-editierbare Policy (hot-reload)."""
 
-from fastapi import APIRouter
+from fastapi import APIRouter, HTTPException
+from pydantic import BaseModel
 
 from services import gateway
+from services.routing_policy import policy_meta, save_policy
 
 router = APIRouter(prefix="/api")
 
@@ -10,3 +12,32 @@ router = APIRouter(prefix="/api")
 @router.get("/routing")
 def routing() -> dict:
     return {**gateway.routing_summary(), "gateway_reachable": gateway.gateway_reachable()}
+
+
+@router.get("/routing/policy")
+def get_policy() -> dict:
+    """Aktuelle Policy + Defaults (für „Zurücksetzen“) + Feld-Spezifikation für den Editor."""
+    return policy_meta()
+
+
+class PolicyPatch(BaseModel):
+    fast: str | None = None
+    heavy: str | None = None
+    coder: str | None = None
+    coder_lite: str | None = None
+    heavy_chars: int | None = None
+    coding_escalate_chars: int | None = None
+    fast_no_think: bool | None = None
+
+
+@router.put("/routing/policy")
+def put_policy(patch: PolicyPatch) -> dict:
+    """Teil-Update der Routing-Policy. Validiert, persistiert atomar, sofort wirksam (hot-reload)."""
+    fields = {k: v for k, v in patch.model_dump().items() if v is not None}
+    if not fields:
+        raise HTTPException(status_code=400, detail="Keine Felder zum Aktualisieren.")
+    try:
+        new_policy = save_policy(fields)
+    except (ValueError, TypeError) as e:
+        raise HTTPException(status_code=400, detail=f"Ungültige Policy: {e}")
+    return {"policy": new_policy}

backend/services/gateway.py

@@ -6,20 +6,36 @@ LiteLLM-Dienst nötig (baut auf Python 3.14 nicht); bleibt später austauschbar.
 
 from config import PORT
 from services.llamaswap import engine_reachable
-from services.router_logic import FAST, HEAVY, HEAVY_CHARS
+from services.routing_policy import load_policy
 
 
 def routing_summary() -> dict:
+    p = load_policy()
+    coding_default = p["coder_lite"] or p["coder"]
     return {
         "mode": "builtin",
         "endpoint": f":{PORT}/v1  (OpenAI-kompatibel)",
+        # Virtuelle Lanes, die Clients/IDEs als „Modell" wählen (Router pickt das echte Alias).
+        "lanes": [
+            {
+                "name": "chat",
+                "aka": "auto",
+                "target": f"{p['fast']} ↔ {p['heavy']} (nach Komplexität)",
+                "threshold_chars": p["heavy_chars"],
+            },
+            {
+                "name": "coding",
+                "target": f"{coding_default} ↔ {p['coder']} (Eskalation)",
+                "escalate_chars": p["coding_escalate_chars"],
+            },
+        ],
+        # Rückwärtskompatible Flach-Liste (alte UI/Clients).
         "routes": [
-            {"name": "auto", "target": f"{FAST} ↔ {HEAVY} (nach Komplexität)"},
+            {"name": "chat", "target": f"{p['fast']} ↔ {p['heavy']} (nach Komplexität)"},
-            {"name": FAST, "target": "llama-swap-Alias 'fast'"},
+            {"name": "coding", "target": f"{coding_default} ↔ {p['coder']} (Eskalation)"},
-            {"name": HEAVY, "target": "llama-swap-Alias 'heavy'"},
             {"name": "<alias>", "target": "llama-swap-Passthrough (lädt bei Bedarf)"},
         ],
-        "heavy_threshold_chars": HEAVY_CHARS,
+        "heavy_threshold_chars": p["heavy_chars"],
         "fallbacks": [],
         "context_window_fallbacks": [],
     }

backend/services/router_logic.py

@@ -6,26 +6,18 @@ Zwei virtuelle Lanes, die Clients/IDEs auswählen — der Router pickt das echte
 - **coding**: Code-Arbeit → `coder` (Qwen3-Coder-Next); riesiger/architektonischer Kontext → `heavy`;
   triviale Kurzfrage ohne Code → `fast` (Tempo).
 
-Regelbasiert, sub-ms, ohne Cloud. Schwellen/Aliases via Env überschreibbar (Phase 2: UI-editierbare
+Regelbasiert, sub-ms, ohne Cloud. Schwellen/Aliases liegen in einer UI-editierbaren Policy
-Policy-JSON). Lucy läuft NICHT hierüber — die ist der Hermes-Agent (:8642), eigene Ebene.
+(routing_policy.py, hot-reload; Env = Defaults). Lucy läuft NICHT hierüber — die ist der
+Hermes-Agent (:8642), eigene Ebene.
 """
 
-import os
 import re
 
-# Echte Modell-Aliases hinter den Lanes (Env-überschreibbar).
+from services.routing_policy import load_policy
-FAST = os.environ.get("MC_ROUTE_FAST", "fast")
-HEAVY = os.environ.get("MC_ROUTE_HEAVY", "heavy")
-CODER = os.environ.get("MC_ROUTE_CODER", "coder")
 
-# Schwellen (Zeichen).
+# Modell-Aliases & Zeichen-Schwellen liegen jetzt in der UI-editierbaren Policy
-HEAVY_CHARS = int(os.environ.get("MC_GATEWAY_HEAVY_CHARS", "8000"))            # chat → heavy
+# (routing_policy.py) und kommen pro Request via load_policy() (hot-reload). Die Env-Vars
-# coding-Lane: leichter/schneller Coder als Default (wenn gesetzt = Phase 2b), starker Coder als Eskalation.
+# sind dort die Defaults. Die Regex-Keyword-Listen unten bleiben bewusst im Code.
-CODER_LITE = os.environ.get("MC_ROUTE_CODER_LITE", "").strip()                 # z.B. "coder-lite"
-CODING_ESCALATE_CHARS = int(os.environ.get("MC_CODING_ESCALATE_CHARS", "120000"))  # darüber → starker Coder
-
-# Thinking auf der fast-Spur aus → flotte Alltags-Antworten (Qwen3.6 ist ein Reasoning-Modell).
-FAST_NO_THINK = os.environ.get("MC_FAST_NO_THINK", "1") not in ("0", "false", "")
 
 # Virtuelle Lanes, die im Gateway als „Modelle" sichtbar sind.
 LANES = ["coding", "chat"]
@@ -64,21 +56,23 @@ def _text_of(body: dict) -> str:
 
 
 def _route_chat(text: str, n: int) -> tuple[str, str]:
-    if n > HEAVY_CHARS:
+    p = load_policy()
-        return HEAVY, f"langer Kontext ({n} > {HEAVY_CHARS} Zeichen)"
+    if n > p["heavy_chars"]:
+        return p["heavy"], f"langer Kontext ({n} > {p['heavy_chars']} Zeichen)"
     if _HEAVY_KW.search(text):
-        return HEAVY, "Komplexitäts-Schlüsselwort erkannt"
+        return p["heavy"], "Komplexitäts-Schlüsselwort erkannt"
-    return FAST, "Standard"
+    return p["fast"], "Standard"
 
 
 def _route_coding(text: str, n: int) -> tuple[str, str]:
     # Agentisches Coden (OpenCode/RooCode/…) bleibt IMMER beim dedizierten Coder — NIE heavy/fast
     # (das sind Allzweck-Modelle, schwächer bei Code). Die Qwen-Coder packen 256K–1M Kontext selbst,
     # langer Repo-Kontext ist bei Agenten der Normalfall und darf NICHT zu heavy umrouten.
-    # (Phase 2b: warme schnelle Coder-Stufe CODER_LITE als Default + CODER als Eskalation.)
+    # (Phase 2b: warme schnelle Coder-Stufe coder_lite als Default + coder als Eskalation.)
-    if CODER_LITE and not _CODING_HEAVY_KW.search(text) and n <= CODING_ESCALATE_CHARS:
+    p = load_policy()
-        return CODER_LITE, "Coding (schneller Coder)"
+    if p["coder_lite"] and not _CODING_HEAVY_KW.search(text) and n <= p["coding_escalate_chars"]:
-    return CODER, "Coding -> starker Coder"
+        return p["coder_lite"], "Coding (schneller Coder)"
+    return p["coder"], "Coding -> starker Coder"
 
 
 def choose_for_lane(lane: str, body: dict) -> tuple[str, str]:

backend/services/routing_policy.py

@@ -0,0 +1,127 @@
+"""
+UI-editierbare Routing-Policy für die Gateway-Lanes (coding/chat).
+
+Persistiert als JSON unter MC_ROUTING_POLICY_PATH (Default MODELS_DIR/mc2-routing.json —
+gleiche Konvention wie mc2-discover.json). **Hot-reload:** load_policy() liest die Datei nur
+bei Änderung neu (mtime-Cache) → UI-Edits greifen ohne Dienst-Neustart. Die Env-Vars (bisher
+einzige Stellschraube in router_logic.py) bleiben als Defaults/Fallback erhalten.
+
+Bewusst NICHT editierbar (v1): die Regex-Keyword-Listen (heavy/coding-heavy/code-hint) — die
+bleiben in router_logic.py im Code.
+"""
+
+import json
+import os
+import threading
+from pathlib import Path
+
+from config import MODELS_DIR
+
+POLICY_PATH = Path(os.environ.get("MC_ROUTING_POLICY_PATH", str(MODELS_DIR / "mc2-routing.json")))
+
+
+def _env_bool(name: str, default: str) -> bool:
+    return os.environ.get(name, default) not in ("0", "false", "")
+
+
+# Defaults aus den Env-Vars — Quelle der Wahrheit, solange keine Policy-Datei existiert.
+DEFAULTS: dict = {
+    "fast": os.environ.get("MC_ROUTE_FAST", "fast"),
+    "heavy": os.environ.get("MC_ROUTE_HEAVY", "heavy"),
+    "coder": os.environ.get("MC_ROUTE_CODER", "coder"),
+    "coder_lite": os.environ.get("MC_ROUTE_CODER_LITE", "").strip(),
+    "heavy_chars": int(os.environ.get("MC_GATEWAY_HEAVY_CHARS", "8000")),
+    "coding_escalate_chars": int(os.environ.get("MC_CODING_ESCALATE_CHARS", "120000")),
+    "fast_no_think": _env_bool("MC_FAST_NO_THINK", "1"),
+}
+
+# Feld-Spezifikation für die UI (Typ + Grenzen + Label). Treibt Editor & Validierung.
+FIELDS: list[dict] = [
+    {"key": "fast", "label": "fast-Alias (chat: Standard)", "type": "str"},
+    {"key": "heavy", "label": "heavy-Alias (chat: lang/komplex)", "type": "str"},
+    {"key": "coder", "label": "coder-Alias (coding: stark / Eskalation)", "type": "str"},
+    {"key": "coder_lite", "label": "coder-lite-Alias (coding: schneller Default; leer = aus)", "type": "str"},
+    {"key": "heavy_chars", "label": "chat → heavy ab N Zeichen", "type": "int", "min": 500, "max": 1_000_000},
+    {"key": "coding_escalate_chars", "label": "coding → starker Coder ab N Zeichen", "type": "int", "min": 1000, "max": 4_000_000},
+    {"key": "fast_no_think", "label": "fast-Spur: Thinking aus (flotte Antworten)", "type": "bool"},
+]
+
+_LOCK = threading.Lock()
+_CACHE: dict = {"mtime": None, "policy": None}
+
+
+def _read_file() -> dict:
+    try:
+        with open(POLICY_PATH, "r", encoding="utf-8") as f:
+            data = json.load(f)
+        return data if isinstance(data, dict) else {}
+    except (FileNotFoundError, json.JSONDecodeError, OSError):
+        return {}
+
+
+def _coerce(patch: dict) -> dict:
+    """Nur bekannte Keys, typ-/bereichsvalidiert. Wirft ValueError bei ungültigen Werten."""
+    spec = {f["key"]: f for f in FIELDS}
+    out: dict = {}
+    for k, v in (patch or {}).items():
+        f = spec.get(k)
+        if not f:
+            continue  # unbekannte Keys still verwerfen
+        if f["type"] == "int":
+            iv = int(v)
+            lo, hi = f.get("min", 1), f.get("max", 10**9)
+            if not (lo <= iv <= hi):
+                raise ValueError(f"{k}={iv} außerhalb [{lo}, {hi}]")
+            out[k] = iv
+        elif f["type"] == "bool":
+            out[k] = bool(v)
+        else:  # str
+            sv = str(v).strip()
+            if k != "coder_lite" and not sv:
+                raise ValueError(f"{k} darf nicht leer sein")
+            out[k] = sv
+    return out
+
+
+def _coerce_safe(patch: dict) -> dict:
+    """Wie _coerce, aber schluckt Fehler — kaputte Datei darf den Betrieb nicht stoppen."""
+    try:
+        return _coerce(patch)
+    except (ValueError, TypeError):
+        return {}
+
+
+def load_policy() -> dict:
+    """Aktuelle Policy (Datei über DEFAULTS gemerged). Hot-reload via mtime-Cache, pro Request billig."""
+    try:
+        mtime = POLICY_PATH.stat().st_mtime
+    except OSError:
+        mtime = None
+    with _LOCK:
+        if _CACHE["policy"] is None or _CACHE["mtime"] != mtime:
+            merged = {**DEFAULTS}
+            if mtime is not None:
+                merged.update(_coerce_safe(_read_file()))
+            _CACHE["mtime"] = mtime
+            _CACHE["policy"] = merged
+        return dict(_CACHE["policy"])
+
+
+def save_policy(patch: dict) -> dict:
+    """Validiert + persistiert atomar. Gibt die neue, vollständige Policy zurück."""
+    clean = _coerce(patch)  # wirft bei ungültigem Input
+    with _LOCK:
+        current = {**DEFAULTS, **_coerce_safe(_read_file()), **clean}
+        POLICY_PATH.parent.mkdir(parents=True, exist_ok=True)
+        tmp = POLICY_PATH.with_suffix(".json.tmp")
+        with open(tmp, "w", encoding="utf-8") as f:
+            json.dump(current, f, ensure_ascii=False, indent=2)
+        os.replace(tmp, POLICY_PATH)
+        _CACHE["mtime"] = None  # nächster load_policy() lädt frisch
+        _CACHE["policy"] = None
+    return current
+
+
+def policy_meta() -> dict:
+    """Für den UI-Editor: aktuelle Werte + Defaults (für „Zurücksetzen“) + Feld-Spezifikation."""
+    return {"policy": load_policy(), "defaults": dict(DEFAULTS), "fields": FIELDS}

frontend/dist/index.html

@@ -7,8 +7,8 @@
     <link rel="manifest" href="/manifest.webmanifest" />
     <link rel="icon" type="image/svg+xml" href="/favicon.svg" />
     <title>Mission Control 2.0</title>
-    <script type="module" crossorigin src="/assets/index-BK9pTA8z.js"></script>
+    <script type="module" crossorigin src="/assets/index-CyyjRWEt.js"></script>
-    <link rel="stylesheet" crossorigin href="/assets/index-CDCyVscm.css">
+    <link rel="stylesheet" crossorigin href="/assets/index-CHGCSDst.css">
   </head>
   <body>
     <div id="root"></div>

frontend/src/components/dashboard/VoiceLatencyCard.tsx

@@ -0,0 +1,81 @@
+import { Gauge } from "lucide-react"
+import { useVoiceMetrics } from "@/lib/queries"
+import type { VoiceStageStat } from "@/lib/api"
+
+// Stabile Reihenfolge + deutsche Labels, spiegelt STAGES in backend/services/voice_metrics.py.
+const STAGES: { key: string; label: string; hint: string }[] = [
+  { key: "stt", label: "STT", hint: "Sprache → Text" },
+  { key: "vision", label: "Bildschirm-Sicht", hint: "Vision-Beschreibung" },
+  { key: "chat_ttfb", label: "Chat-TTFB", hint: "Zeit bis 1. Token" },
+  { key: "tts", label: "TTS", hint: "Text → Sprache" },
+]
+
+function fmtMs(ms?: number): string {
+  if (ms == null) return "—"
+  return ms >= 1000 ? `${(ms / 1000).toFixed(2)} s` : `${Math.round(ms)} ms`
+}
+
+// p95 relativ zum langsamsten p95 aller Stufen → grobe Balkenlänge.
+function StageRow({ stat, label, hint, maxP95 }: { stat?: VoiceStageStat; label: string; hint: string; maxP95: number }) {
+  const has = !!stat && stat.count > 0
+  const pct = has && stat!.p95_ms && maxP95 > 0 ? Math.max(4, Math.min(100, (stat!.p95_ms! / maxP95) * 100)) : 0
+  return (
+    <div className="space-y-1.5">
+      <div className="flex items-baseline justify-between gap-2">
+        <div className="flex items-baseline gap-2 min-w-0">
+          <span className="text-xs font-semibold text-foreground">{label}</span>
+          <span className="truncate text-[10px] text-muted-foreground/60">{hint}</span>
+        </div>
+        {has ? (
+          <span className="shrink-0 font-mono text-sm font-bold tabular-nums text-foreground">{fmtMs(stat!.p50_ms)}</span>
+        ) : (
+          <span className="shrink-0 text-[10px] italic text-muted-foreground/50">noch keine Messungen</span>
+        )}
+      </div>
+      <div className="h-1.5 w-full overflow-hidden rounded-full bg-background/50 border border-border/30">
+        <div
+          className="h-full rounded-full bg-gradient-to-r from-teal-500 to-indigo-500 transition-all duration-500"
+          style={{ width: `${pct}%` }}
+        />
+      </div>
+      {has && (
+        <div className="flex items-center gap-3 font-mono text-[10px] text-muted-foreground/65">
+          <span>p50 {fmtMs(stat!.p50_ms)}</span>
+          <span>p95 {fmtMs(stat!.p95_ms)}</span>
+          <span>zuletzt {fmtMs(stat!.last_ms)}</span>
+          <span className="text-muted-foreground/45">· n={stat!.count}</span>
+        </div>
+      )}
+    </div>
+  )
+}
+
+export function VoiceLatencyCard() {
+  const { data: metrics } = useVoiceMetrics(5_000)
+  const maxP95 = Math.max(1, ...STAGES.map((s) => metrics?.[s.key]?.p95_ms ?? 0))
+  const anyData = STAGES.some((s) => (metrics?.[s.key]?.count ?? 0) > 0)
+
+  return (
+    <div className="rounded-2xl border border-border/60 bg-card/45 backdrop-blur-md p-5 shadow-lg shadow-black/15">
+      <div className="mb-4 flex items-center gap-2">
+        <Gauge className="h-4.5 w-4.5 text-primary" />
+        <h2 className="text-sm font-semibold uppercase tracking-wide text-foreground">Sprach-Latenz</h2>
+        <span className="ml-1 inline-flex items-center gap-1 text-[10px] font-medium text-muted-foreground/70">
+          <span className="h-1.5 w-1.5 rounded-full bg-emerald-500 animate-pulse" /> live
+        </span>
+      </div>
+
+      <div className="grid gap-4 sm:grid-cols-2">
+        {STAGES.map((s) => (
+          <StageRow key={s.key} stat={metrics?.[s.key]} label={s.label} hint={s.hint} maxP95={maxP95} />
+        ))}
+      </div>
+
+      <div className="mt-4 border-t border-border/30 pt-2 text-[10px] text-muted-foreground/70">
+        {anyData
+          ? "Server-seitige Dauer je Pipeline-Stufe (p50 prominent). Rollender Schnitt über die letzten Turns; Reset bei Neustart."
+          : "Noch keine Voice-Turns gemessen — sprich einmal über den „Sprechen“-Tab, dann erscheinen hier STT/Vision/Chat/TTS."}
+      </div>
+    </div>
+  )
+}

frontend/src/components/models/LaneEditor.tsx

@@ -0,0 +1,178 @@
+import { useEffect, useState } from "react"
+import { Sliders, RotateCcw, Check, Loader2, MessageSquare, Code2 } from "lucide-react"
+import { updateRoutingPolicy, type RoutingPolicy } from "@/lib/api"
+import { useRoutingPolicy, useQueryClient, qk } from "@/lib/queries"
+import { cn } from "@/lib/utils"
+
+// Welche Policy-Felder zu welcher Lane gehören (Rest ist global).
+const CHAT_FIELDS: (keyof RoutingPolicy)[] = ["fast", "heavy", "heavy_chars"]
+const CODING_FIELDS: (keyof RoutingPolicy)[] = ["coder_lite", "coder", "coding_escalate_chars"]
+
+export function LaneEditor() {
+  const qc = useQueryClient()
+  const { data: meta, isLoading } = useRoutingPolicy()
+  const [draft, setDraft] = useState<RoutingPolicy | null>(null)
+  const [saving, setSaving] = useState(false)
+  const [err, setErr] = useState("")
+  const [savedAt, setSavedAt] = useState(0)
+
+  // Draft initialisieren, sobald die Policy geladen ist (und nicht überschreiben, wenn schon editiert).
+  useEffect(() => {
+    if (meta?.policy && !draft) setDraft({ ...meta.policy })
+  }, [meta, draft])
+
+  if (isLoading || !meta || !draft) {
+    return (
+      <div className="rounded-2xl border border-border/60 bg-card/45 backdrop-blur-md p-5 text-xs text-muted-foreground">
+        Lade Routing-Policy…
+      </div>
+    )
+  }
+
+  const fieldSpec = (key: keyof RoutingPolicy) => meta.fields.find((f) => f.key === key)!
+  const dirty = (Object.keys(draft) as (keyof RoutingPolicy)[]).some((k) => draft[k] !== meta.policy[k])
+
+  const set = <K extends keyof RoutingPolicy>(key: K, value: RoutingPolicy[K]) => {
+    setDraft((d) => (d ? { ...d, [key]: value } : d))
+    setErr("")
+  }
+  const resetField = (key: keyof RoutingPolicy) => set(key, meta.defaults[key])
+
+  async function save() {
+    if (!draft) return
+    const patch: Partial<RoutingPolicy> = {}
+    for (const k of Object.keys(draft) as (keyof RoutingPolicy)[]) {
+      if (draft[k] !== meta!.policy[k]) (patch as any)[k] = draft[k]
+    }
+    if (Object.keys(patch).length === 0) return
+    setSaving(true)
+    setErr("")
+    try {
+      const { policy } = await updateRoutingPolicy(patch)
+      setDraft({ ...policy })
+      qc.invalidateQueries({ queryKey: qk.routingPolicy })
+      qc.invalidateQueries({ queryKey: qk.routing })
+      setSavedAt(Date.now())
+      setTimeout(() => setSavedAt(0), 2000)
+    } catch (e: any) {
+      setErr(e.message || String(e))
+    } finally {
+      setSaving(false)
+    }
+  }
+
+  function Field({ k }: { k: keyof RoutingPolicy }) {
+    const spec = fieldSpec(k)
+    const val = draft![k]
+    const isDefault = draft![k] === meta!.defaults[k]
+    return (
+      <div className="space-y-1">
+        <div className="flex items-center justify-between gap-2">
+          <label className="text-[10px] font-semibold text-muted-foreground">{spec.label}</label>
+          {!isDefault && (
+            <button
+              onClick={() => resetField(k)}
+              className="flex items-center gap-0.5 text-[9px] text-muted-foreground/60 hover:text-foreground transition-colors cursor-pointer"
+              title={`Auf Default zurücksetzen (${String(meta!.defaults[k]) || "leer"})`}
+            >
+              <RotateCcw className="h-2.5 w-2.5" /> Default
+            </button>
+          )}
+        </div>
+        {spec.type === "bool" ? (
+          <button
+            onClick={() => set(k, !val as any)}
+            className={cn(
+              "flex h-8 w-full items-center justify-between rounded-lg border px-3 text-[11px] font-semibold transition-all cursor-pointer",
+              val ? "border-emerald-500/40 bg-emerald-500/10 text-emerald-300" : "border-border/40 bg-background/40 text-muted-foreground",
+            )}
+          >
+            <span>{val ? "An" : "Aus"}</span>
+            <span className={cn("h-3.5 w-3.5 rounded-full transition-colors", val ? "bg-emerald-400" : "bg-muted-foreground/40")} />
+          </button>
+        ) : spec.type === "int" ? (
+          <input
+            type="number"
+            value={val as number}
+            min={spec.min}
+            max={spec.max}
+            onChange={(e) => set(k, Number(e.target.value) as any)}
+            className="h-8 w-full rounded-lg border border-border/40 bg-background/40 px-3 font-mono text-[11px] text-foreground outline-none focus:border-primary/50"
+          />
+        ) : (
+          <input
+            type="text"
+            value={val as string}
+            placeholder={k === "coder_lite" ? "(leer = aus)" : ""}
+            onChange={(e) => set(k, e.target.value as any)}
+            className="h-8 w-full rounded-lg border border-border/40 bg-background/40 px-3 font-mono text-[11px] text-foreground outline-none focus:border-primary/50"
+          />
+        )}
+      </div>
+    )
+  }
+
+  return (
+    <div className="rounded-2xl border border-border/60 bg-card/45 backdrop-blur-md p-5 shadow-lg shadow-black/10 space-y-4">
+      <div className="flex items-center justify-between gap-3 flex-wrap">
+        <div className="flex items-center gap-2">
+          <Sliders className="h-4.5 w-4.5 text-primary" />
+          <span className="text-xs font-bold uppercase tracking-wider text-foreground">Lane-Routing &amp; Policy</span>
+          <span className="text-[9px] font-mono px-1.5 py-0.5 rounded bg-emerald-500/10 text-emerald-300 border border-emerald-500/20">hot-reload</span>
+        </div>
+        <div className="flex items-center gap-2">
+          {err && <span className="text-[10px] text-red-400 max-w-[280px] truncate" title={err}>{err}</span>}
+          {savedAt > 0 && (
+            <span className="flex items-center gap-1 text-[10px] text-emerald-400"><Check className="h-3.5 w-3.5" /> gespeichert</span>
+          )}
+          <button
+            onClick={save}
+            disabled={!dirty || saving}
+            className={cn(
+              "h-8 px-4 rounded-lg text-[10px] font-bold uppercase tracking-wide transition-all flex items-center gap-1.5",
+              dirty && !saving
+                ? "bg-primary text-primary-foreground hover:opacity-90 cursor-pointer shadow-md shadow-primary/10"
+                : "bg-background/40 text-muted-foreground/50 border border-border/40 cursor-not-allowed",
+            )}
+          >
+            {saving ? <Loader2 className="h-3.5 w-3.5 animate-spin" /> : null}
+            Speichern
+          </button>
+        </div>
+      </div>
+
+      <p className="text-[10px] text-muted-foreground/70 leading-relaxed -mt-1">
+        Welches echte Modell hinter den virtuellen Lanes <code className="text-cyan-300">chat</code> und{" "}
+        <code className="text-cyan-300">coding</code> steckt. Änderungen greifen sofort (kein Neustart). Die
+        Keyword-Heuristiken bleiben im Code.
+      </p>
+
+      <div className="grid gap-4 md:grid-cols-2">
+        {/* chat-Lane */}
+        <div className="rounded-xl border border-border/40 bg-background/25 p-4 space-y-3">
+          <div className="flex items-center gap-2 border-b border-border/30 pb-2">
+            <MessageSquare className="h-4 w-4 text-teal-400" />
+            <span className="text-[11px] font-bold uppercase tracking-wider text-foreground">chat</span>
+            <span className="text-[9px] text-muted-foreground/60 font-mono">(= auto)</span>
+          </div>
+          {CHAT_FIELDS.map((k) => <Field key={k} k={k} />)}
+        </div>
+
+        {/* coding-Lane */}
+        <div className="rounded-xl border border-border/40 bg-background/25 p-4 space-y-3">
+          <div className="flex items-center gap-2 border-b border-border/30 pb-2">
+            <Code2 className="h-4 w-4 text-indigo-400" />
+            <span className="text-[11px] font-bold uppercase tracking-wider text-foreground">coding</span>
+            <span className="text-[9px] text-muted-foreground/60 font-mono">(agentisch → immer Coder)</span>
+          </div>
+          {CODING_FIELDS.map((k) => <Field key={k} k={k} />)}
+        </div>
+      </div>
+
+      {/* Globale Schalter */}
+      <div className="rounded-xl border border-border/40 bg-background/25 p-4">
+        <div className="max-w-xs"><Field k="fast_no_think" /></div>
+      </div>
+    </div>
+  )
+}

frontend/src/lib/api.ts

@@ -191,11 +191,50 @@ export interface RoutingResp {
   endpoint?: string
   heavy_threshold_chars?: number
   routes: { name: string; target: string }[]
+  lanes?: { name: string; target: string; threshold_chars?: number; escalate_chars?: number; aka?: string }[]
   fallbacks: Record<string, string[]>[]
   context_window_fallbacks: Record<string, string[]>[]
   gateway_reachable: boolean
 }
 
+// UI-editierbare Routing-Policy (GET/PUT /api/routing/policy). Aliase + Zeichen-Schwellen
+// hinter den Lanes; hot-reload im Backend (kein Restart).
+export interface RoutingPolicy {
+  fast: string
+  heavy: string
+  coder: string
+  coder_lite: string
+  heavy_chars: number
+  coding_escalate_chars: number
+  fast_no_think: boolean
+}
+export interface RoutingPolicyField {
+  key: keyof RoutingPolicy
+  label: string
+  type: "str" | "int" | "bool"
+  min?: number
+  max?: number
+}
+export interface RoutingPolicyMeta {
+  policy: RoutingPolicy
+  defaults: RoutingPolicy
+  fields: RoutingPolicyField[]
+}
+export const getRoutingPolicy = () => api<RoutingPolicyMeta>("/api/routing/policy")
+export const updateRoutingPolicy = (patch: Partial<RoutingPolicy>) =>
+  api<{ policy: RoutingPolicy }>("/api/routing/policy", { method: "PUT", body: JSON.stringify(patch) })
+
+// Per-Stage-Latenz der Voice/Lucy-Pipeline (GET /api/voice/metrics, C2).
+// Schlüssel = Stufe (stt|vision|chat_ttfb|tts), Wert = rollende Statistik.
+export interface VoiceStageStat {
+  count: number
+  avg_ms?: number
+  p50_ms?: number
+  p95_ms?: number
+  last_ms?: number
+}
+export type VoiceMetrics = Record<string, VoiceStageStat>
+
 export interface GitInfo {
   hash: string
   date: string

frontend/src/lib/queries.ts

@@ -18,10 +18,12 @@ import {
   type MemoryGraph,
   type ModelsResp,
   type RoutingResp,
+  type RoutingPolicyMeta,
   type ServicesResp,
   type SystemStatus,
   type TokenStats,
   type UpdatesResp,
+  type VoiceMetrics,
 } from "./api"
 
 // Zentrale Query-Keys (eine Quelle der Wahrheit für invalidate).
@@ -32,6 +34,8 @@ export const qk = {
   models: ["models"] as const,
   groups: ["groups"] as const,
   routing: ["routing"] as const,
+  routingPolicy: ["routing-policy"] as const,
+  voiceMetrics: ["voice-metrics"] as const,
   jobs: ["jobs"] as const,
   tokenStats: ["token-stats"] as const,
   agentStatus: ["agent-status"] as const,
@@ -70,6 +74,12 @@ export const useGroups = (refetchInterval = 8_000) =>
 export const useRouting = (refetchInterval = 4_000) =>
   useQuery({ queryKey: qk.routing, queryFn: () => api<RoutingResp>("/api/routing"), refetchInterval })
 
+export const useVoiceMetrics = (refetchInterval = 5_000) =>
+  useQuery({ queryKey: qk.voiceMetrics, queryFn: () => api<VoiceMetrics>("/api/voice/metrics"), refetchInterval })
+
+export const useRoutingPolicy = () =>
+  useQuery({ queryKey: qk.routingPolicy, queryFn: () => api<RoutingPolicyMeta>("/api/routing/policy") })
+
 export const useJobs = (refetchInterval = 2_000) =>
   useQuery({
     queryKey: qk.jobs,

frontend/src/views/DashboardView.tsx

@@ -6,6 +6,7 @@ import { RolesCard } from "@/components/dashboard/RolesCard"
 import { MemoryInputCard } from "@/components/dashboard/MemoryInputCard"
 import { TokenPerformanceCard } from "@/components/dashboard/TokenPerformanceCard"
 import { ServicesCard } from "@/components/dashboard/ServicesCard"
+import { VoiceLatencyCard } from "@/components/dashboard/VoiceLatencyCard"
 
 function ZoneLabel({ children }: { children: React.ReactNode }) {
   return <p className="mb-2 ml-0.5 text-[11px] font-semibold uppercase tracking-wider text-muted-foreground/60">{children}</p>
@@ -37,6 +38,12 @@ export function DashboardView() {
         </div>
       </section>
 
+      {/* Sprach-Latenz (Voice/Lucy-Pipeline, C2) */}
+      <section>
+        <ZoneLabel>Sprach-Latenz</ZoneLabel>
+        <VoiceLatencyCard />
+      </section>
+
       {/* Betrieb & Wissen */}
       <section>
         <ZoneLabel>Betrieb &amp; Wissen</ZoneLabel>

frontend/src/views/models/Cockpit.tsx

@@ -8,6 +8,7 @@ import { cn } from "@/lib/utils"
 import { fmtSize, fmtCtx } from "@/lib/format"
 import { getBrandInfo, ROLES, roleTone } from "@/components/models/ModelBadges"
 import { SpecDraftModal } from "@/components/models/SpecDraftModal"
+import { LaneEditor } from "@/components/models/LaneEditor"
 
 export function Cockpit() {
   const qc = useQueryClient()
@@ -532,17 +533,22 @@ export function Cockpit() {
             <span>Continue</span>
           </div>
 
-          {/* COLUMN 2: Central Gateway Node */}
+          {/* COLUMN 2: Central Gateway Node — virtuelle Lanes (Router pickt das echte Modell) */}
           <div
-            className="absolute select-none z-10 w-36 py-3 px-4 -translate-y-1/2 -translate-x-1/2 rounded-2xl border border-primary/50 bg-card/90 backdrop-blur-md flex flex-col items-center justify-center text-center shadow-lg shadow-primary/5"
+            className="absolute select-none z-10 w-40 py-3 px-4 -translate-y-1/2 -translate-x-1/2 rounded-2xl border border-primary/50 bg-card/90 backdrop-blur-md flex flex-col items-center justify-center text-center shadow-lg shadow-primary/5"
             style={{ left: "50%", top: "50%" }}
           >
-            <div className="text-[10px] uppercase font-bold text-primary font-space tracking-wide">Gateway Auto</div>
+            <div className="text-[10px] uppercase font-bold text-primary font-space tracking-wide">Gateway · Lanes</div>
-            <div className="text-[10px] font-mono text-muted-foreground mt-0.5">
+            <div className="mt-1 flex flex-col gap-0.5 text-[9px] font-mono text-muted-foreground">
-              Schwelle: &gt; {routing?.heavy_threshold_chars ? (routing.heavy_threshold_chars / 1000) : "4"}k Zeichen
+              {routing?.lanes?.length ? routing.lanes.map((l) => (
+                <span key={l.name}>
+                  <span className="text-foreground font-semibold">{l.name}</span>
+                  {l.threshold_chars ? ` ›${(l.threshold_chars / 1000).toFixed(0)}k` : l.escalate_chars ? ` ⇧${(l.escalate_chars / 1000).toFixed(0)}k` : ""}
+                </span>
+              )) : <span>chat · coding</span>}
             </div>
             <div className="mt-1 px-1.5 py-0.5 rounded bg-primary/10 border border-primary/20 text-[9px] font-semibold text-primary uppercase font-mono">
-              Auto-Swap
+              Router
             </div>
           </div>
 
@@ -696,6 +702,9 @@ export function Cockpit() {
         </div>
       </div>
 
+      {/* ZONE B.4: Lane-Routing & Policy (UI-editierbar, hot-reload) */}
+      <LaneEditor />
+
       {/* ZONE B.5: Slot-Belegung */}
       <div className="rounded-2xl border border-border/60 bg-card/45 backdrop-blur-md p-5 shadow-lg shadow-black/10 space-y-3.5">
         <div className="text-xs font-bold uppercase tracking-wider text-muted-foreground px-1">