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▚ MODEL AUDIT // 6-bit MLX

// Qwen3 Coder 30B

CRIT — Critical Bugs 62/100 tests: CRASH
tok/sec72.70
tokens—
TTFT—

▮ PILLAR BREAKDOWN

Schema / I/O
15/20
Transport
11/20
Error Handling
12/20
State Safety
14/20
Test Integrity
10/20

✓ WENT RIGHT

  • No pillar reached 16+ — no standout strengths.

✗ WENT WRONG

  • Error Handling (12/20)
  • Transport (11/20)
  • Test Integrity (10/20)

▮ CRITICAL BUGS

▮ RECOMMENDED USE

A starting skeleton for a stdlib webhook bridge where someone will finish the eviction sweep, cap the retry loop, and add SO_REUSEADDR before it ships.

▮ REFACTORED PATCH

# 1) Evict stale idempotency entries (bounded store + monotonic clock)
import time
IDEMPOTENCY_TTL = 300
def is_idempotent(event_id):
    now = time.monotonic()
    stale = [k for k, ts in list(idempotency_store.items()) if now - ts > IDEMPOTENCY_TTL]
    for k in stale[:64]: del idempotency_store[k]
    if event_id in idempotency_store and now - idempotency_store[event_id] < IDEMPOTENCY_TTL:
        idempotency_store[event_id] = now; return True
    idempotency_store[event_id] = now; return False

# 2) Cap 429 retries so a stuck Discord never hangs the server
MAX_429_RETRIES = 1
async def forward_to_discord(self, data):
    while not rate_limit(): await asyncio.sleep(0.05)
    payload = {"content": f"Event {data.get('type')}: {data.get('data', {}).get('message', '')}"}
    attempts = 0
    while True:
        try: await discord_send(payload); return
        except Exception as e:
            if 'HTTP 429' in str(e) and attempts < MAX_429_RETRIES:
                m = re.search(r'Retry-After (\d+)', str(e))
                await asyncio.sleep(int(m.group(1)) if m else 1); attempts += 1; continue
            raise  # let caller return a clear 502, do not swallow

# 3) SO_REUSEADDR + clean shutdown (fixes EADDRINUSE)
class ReusableHTTPServer(HTTPServer): allow_reuse_address = True
if __name__ == '__main__':
    unittest.main(argv=[''], exit=False, verbosity=2)
    server = ReusableHTTPServer(('localhost', 8080), WebhookHandler)
    try: server.serve_forever()
    finally: server.server_close()