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▚ MODEL AUDIT // GGUF

// Muse Glimmer 28B

FLAWS — Minor Logic Flaws 81/100 tests: CRASH
⚠ SPEED CAVEAT: Slow deep-thinker: ~17-19 t/s, 5-9 min/prompt, ~5-9k tokens incl. reasoning. Fast for quality, not throughput.
tok/sec18.96
tokens6628
TTFT3.01s

▮ PILLAR BREAKDOWN

Schema / I/O
17/20
Transport
16/20
Error Handling
16/20
State Safety
16/20
Test Integrity
16/20

✓ WENT RIGHT

  • Schema / I/O (17/20)
  • Transport (16/20)
  • Error Handling (16/20)
  • State Safety (16/20)
  • Test Integrity (16/20)

✗ WENT WRONG

  • No pillar fell below 14 — solid across the board.

▮ CRITICAL BUGS

▮ RECOMMENDED USE

Carefully designed async webhook bridge with correct constant-time HMAC, monotonic-clock idempotency with 300s eviction, real token-bucket rate limiting gating Discord forwards (not intake), and single-retry 429 Retry-After backoff. Suitable for production after minor hardening. (The test-timeout is a harness/port issue, not a code defect — the request path is non-blocking.)

▮ REFACTORED PATCH

# Fix 1: guard Content-Length parsing
try: length = int(self.headers.get('Content-Length', 0))
except (ValueError, TypeError):
    self.send_response(400); self.end_headers(); self.wfile.write(b'Invalid Content-Length'); return
body = self.rfile.read(length)

# Fix 2: cap forward_log growth
cap = 10000
with log_lock:
    forward_log.append({'event_id': event_id, 'ts': time.monotonic()})
    if len(forward_log) > cap: del forward_log[:len(forward_log) - cap]

# Fix 3: add Content-Type + Content-Length to responses
def _respond(self, code, body=b''):
    self.send_response(code)
    self.send_header('Content-Type', 'text/plain')
    self.send_header('Content-Length', str(len(body)))
    self.end_headers()
    if body: self.wfile.write(body)