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<title>Benchmark Scorecard | AsyncIO & UVloop ThreadPoolExecutor Starvation Healer MCP</title>
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<h1>EMGENA AI LABS • BENCHMARK SCORECARD</h1>
<div class="sub">AsyncIO & UVloop ThreadPoolExecutor Starvation Healer MCP • FAANG v2.5 Gold Standard • Live Execution Report</div>
<div class="scorecards">
<div class="card"><div class="num">100.0%</div><div class="lbl">Fine-Tuned Guard Pass Rate</div></div>
<div class="card"><div class="num">35.0%</div><div class="lbl">Baseline Zero-Shot Pass Rate</div></div>
<div class="card"><div class="num">0.04 ms</div><div class="lbl">Average AST Inspection Latency</div></div>
<div class="card"><div class="num">100.0%</div><div class="lbl">AST Invariance Guarantee</div></div>
</div>
<table>
<thead>
<tr>
<th>#</th>
<th>Incident ID</th>
<th>Title</th>
<th>AST Tool Scope</th>
<th>Latency</th>
<th>Live Test Result</th>
</tr>
</thead>
<tbody>
<tr>
<td>01</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_001</code></td>
<td>time.sleep in FastAPI Route</td>
<td><code>detect_blocking_io_in_event_loop</code></td>
<td>0.09 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>02</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_002</code></td>
<td>requests.get in Celery Async Task</td>
<td><code>detect_blocking_io_in_event_loop</code></td>
<td>0.05 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>03</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_003</code></td>
<td>Synchronous open() reading 50MB file</td>
<td><code>detect_blocking_io_in_event_loop</code></td>
<td>0.04 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>04</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_004</code></td>
<td>Synchronous subprocess.run blocking loop</td>
<td><code>detect_blocking_io_in_event_loop</code></td>
<td>0.04 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>05</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_005</code></td>
<td>Synchronous hashlib CPU loop without yield</td>
<td><code>detect_blocking_io_in_event_loop</code></td>
<td>0.05 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>06</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_006</code></td>
<td>Synchronous socket.recv blocking loop</td>
<td><code>detect_blocking_io_in_event_loop</code></td>
<td>0.04 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>07</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_007</code></td>
<td>Synchronous yaml.safe_load on massive file</td>
<td><code>detect_blocking_io_in_event_loop</code></td>
<td>0.04 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>08</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_008</code></td>
<td>Synchronous re.match catastrophic backtracking</td>
<td><code>detect_blocking_io_in_event_loop</code></td>
<td>0.04 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>09</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_009</code></td>
<td>Default ThreadPool saturation under 100 concurrent requests</td>
<td><code>tune_threadpool_worker_saturation</code></td>
<td>0.04 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>10</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_010</code></td>
<td>Unbounded ThreadPool creation in each request</td>
<td><code>tune_threadpool_worker_saturation</code></td>
<td>0.04 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>11</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_011</code></td>
<td>Shared executor deadlock between parent and child task</td>
<td><code>tune_threadpool_worker_saturation</code></td>
<td>0.05 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>12</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_012</code></td>
<td>Missing threadpool queue limit allowing OOM</td>
<td><code>tune_threadpool_worker_saturation</code></td>
<td>0.03 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>13</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_013</code></td>
<td>ThreadPool without daemon threads preventing clean shutdown</td>
<td><code>tune_threadpool_worker_saturation</code></td>
<td>0.04 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>14</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_014</code></td>
<td>Thread pool worker exception silently dropped</td>
<td><code>tune_threadpool_worker_saturation</code></td>
<td>0.04 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>15</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_015</code></td>
<td>ThreadPool saturated by unbounded file downloads</td>
<td><code>tune_threadpool_worker_saturation</code></td>
<td>0.07 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>16</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_016</code></td>
<td>Threadpool context switch thrashing due to 1000 threads</td>
<td><code>tune_threadpool_worker_saturation</code></td>
<td>0.05 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>17</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_017</code></td>
<td>Long-running synchronous list comprehension in loop</td>
<td><code>profile_uvloop_tick_latency</code></td>
<td>0.05 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>18</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_018</code></td>
<td>JSON serialization of 100MB payload on loop thread</td>
<td><code>profile_uvloop_tick_latency</code></td>
<td>0.03 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>19</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_019</code></td>
<td>Synchronous cryptography RSA key generation in loop</td>
<td><code>profile_uvloop_tick_latency</code></td>
<td>0.04 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>20</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_020</code></td>
<td>Zlib decompressing 80MB archive in coroutine</td>
<td><code>profile_uvloop_tick_latency</code></td>
<td>0.03 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>21</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_021</code></td>
<td>Synchronous pickle.loads unpickling large dataset</td>
<td><code>profile_uvloop_tick_latency</code></td>
<td>0.03 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>22</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_022</code></td>
<td>Synchronous pandas dataframe merge in async route</td>
<td><code>profile_uvloop_tick_latency</code></td>
<td>0.04 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>23</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_023</code></td>
<td>Synchronous bcrypt.checkpw in authentication middleware</td>
<td><code>profile_uvloop_tick_latency</code></td>
<td>0.04 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>24</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_024</code></td>
<td>Synchronous PIL Image resize in async endpoint</td>
<td><code>synthesize_to_thread_offload</code></td>
<td>0.05 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>25</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_025</code></td>
<td>Synchronous SQLite query on local file in async worker</td>
<td><code>synthesize_to_thread_offload</code></td>
<td>0.04 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>26</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_026</code></td>
<td>Synchronous csv.DictReader parsing 500k rows</td>
<td><code>synthesize_to_thread_offload</code></td>
<td>0.04 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>27</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_027</code></td>
<td>Synchronous socket.getaddrinfo DNS resolution</td>
<td><code>synthesize_to_thread_offload</code></td>
<td>0.05 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>28</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_028</code></td>
<td>Synchronous openpyxl Excel spreadsheet generation</td>
<td><code>synthesize_to_thread_offload</code></td>
<td>0.03 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>29</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_029</code></td>
<td>Synchronous pdfplumber document parsing</td>
<td><code>synthesize_to_thread_offload</code></td>
<td>0.05 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
<tr>
<td>30</td>
<td><code>asyncio_uvloop_threadpool_starvation_healer_inc_030</code></td>
<td>Synchronous xmltodict parsing on heavy SOAP payload</td>
<td><code>synthesize_to_thread_offload</code></td>
<td>0.03 ms</td>
<td><span class="status-pass">PASSED</span></td>
</tr>
</tbody>
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