EMGENA AI LABS • BENCHMARK SCORECARD

AsyncIO & UVloop ThreadPoolExecutor Starvation Healer MCP • FAANG v2.5 Gold Standard • Live Execution Report
100.0%
Fine-Tuned Guard Pass Rate
35.0%
Baseline Zero-Shot Pass Rate
0.04 ms
Average AST Inspection Latency
100.0%
AST Invariance Guarantee
# Incident ID Title AST Tool Scope Latency Live Test Result
01 asyncio_uvloop_threadpool_starvation_healer_inc_001 time.sleep in FastAPI Route detect_blocking_io_in_event_loop 0.09 ms PASSED
02 asyncio_uvloop_threadpool_starvation_healer_inc_002 requests.get in Celery Async Task detect_blocking_io_in_event_loop 0.05 ms PASSED
03 asyncio_uvloop_threadpool_starvation_healer_inc_003 Synchronous open() reading 50MB file detect_blocking_io_in_event_loop 0.04 ms PASSED
04 asyncio_uvloop_threadpool_starvation_healer_inc_004 Synchronous subprocess.run blocking loop detect_blocking_io_in_event_loop 0.04 ms PASSED
05 asyncio_uvloop_threadpool_starvation_healer_inc_005 Synchronous hashlib CPU loop without yield detect_blocking_io_in_event_loop 0.05 ms PASSED
06 asyncio_uvloop_threadpool_starvation_healer_inc_006 Synchronous socket.recv blocking loop detect_blocking_io_in_event_loop 0.04 ms PASSED
07 asyncio_uvloop_threadpool_starvation_healer_inc_007 Synchronous yaml.safe_load on massive file detect_blocking_io_in_event_loop 0.04 ms PASSED
08 asyncio_uvloop_threadpool_starvation_healer_inc_008 Synchronous re.match catastrophic backtracking detect_blocking_io_in_event_loop 0.04 ms PASSED
09 asyncio_uvloop_threadpool_starvation_healer_inc_009 Default ThreadPool saturation under 100 concurrent requests tune_threadpool_worker_saturation 0.04 ms PASSED
10 asyncio_uvloop_threadpool_starvation_healer_inc_010 Unbounded ThreadPool creation in each request tune_threadpool_worker_saturation 0.04 ms PASSED
11 asyncio_uvloop_threadpool_starvation_healer_inc_011 Shared executor deadlock between parent and child task tune_threadpool_worker_saturation 0.05 ms PASSED
12 asyncio_uvloop_threadpool_starvation_healer_inc_012 Missing threadpool queue limit allowing OOM tune_threadpool_worker_saturation 0.03 ms PASSED
13 asyncio_uvloop_threadpool_starvation_healer_inc_013 ThreadPool without daemon threads preventing clean shutdown tune_threadpool_worker_saturation 0.04 ms PASSED
14 asyncio_uvloop_threadpool_starvation_healer_inc_014 Thread pool worker exception silently dropped tune_threadpool_worker_saturation 0.04 ms PASSED
15 asyncio_uvloop_threadpool_starvation_healer_inc_015 ThreadPool saturated by unbounded file downloads tune_threadpool_worker_saturation 0.07 ms PASSED
16 asyncio_uvloop_threadpool_starvation_healer_inc_016 Threadpool context switch thrashing due to 1000 threads tune_threadpool_worker_saturation 0.05 ms PASSED
17 asyncio_uvloop_threadpool_starvation_healer_inc_017 Long-running synchronous list comprehension in loop profile_uvloop_tick_latency 0.05 ms PASSED
18 asyncio_uvloop_threadpool_starvation_healer_inc_018 JSON serialization of 100MB payload on loop thread profile_uvloop_tick_latency 0.03 ms PASSED
19 asyncio_uvloop_threadpool_starvation_healer_inc_019 Synchronous cryptography RSA key generation in loop profile_uvloop_tick_latency 0.04 ms PASSED
20 asyncio_uvloop_threadpool_starvation_healer_inc_020 Zlib decompressing 80MB archive in coroutine profile_uvloop_tick_latency 0.03 ms PASSED
21 asyncio_uvloop_threadpool_starvation_healer_inc_021 Synchronous pickle.loads unpickling large dataset profile_uvloop_tick_latency 0.03 ms PASSED
22 asyncio_uvloop_threadpool_starvation_healer_inc_022 Synchronous pandas dataframe merge in async route profile_uvloop_tick_latency 0.04 ms PASSED
23 asyncio_uvloop_threadpool_starvation_healer_inc_023 Synchronous bcrypt.checkpw in authentication middleware profile_uvloop_tick_latency 0.04 ms PASSED
24 asyncio_uvloop_threadpool_starvation_healer_inc_024 Synchronous PIL Image resize in async endpoint synthesize_to_thread_offload 0.05 ms PASSED
25 asyncio_uvloop_threadpool_starvation_healer_inc_025 Synchronous SQLite query on local file in async worker synthesize_to_thread_offload 0.04 ms PASSED
26 asyncio_uvloop_threadpool_starvation_healer_inc_026 Synchronous csv.DictReader parsing 500k rows synthesize_to_thread_offload 0.04 ms PASSED
27 asyncio_uvloop_threadpool_starvation_healer_inc_027 Synchronous socket.getaddrinfo DNS resolution synthesize_to_thread_offload 0.05 ms PASSED
28 asyncio_uvloop_threadpool_starvation_healer_inc_028 Synchronous openpyxl Excel spreadsheet generation synthesize_to_thread_offload 0.03 ms PASSED
29 asyncio_uvloop_threadpool_starvation_healer_inc_029 Synchronous pdfplumber document parsing synthesize_to_thread_offload 0.05 ms PASSED
30 asyncio_uvloop_threadpool_starvation_healer_inc_030 Synchronous xmltodict parsing on heavy SOAP payload synthesize_to_thread_offload 0.03 ms PASSED