The autonomous security improvement loop ran for ~3 days and ~60 iterations but produced fewer substantive security improvements than expected.

RCA — Security Loop: Lower Impact Than Expected

<p>Post-mortems on agent team failures. When something ships that should not have,
or produces output below the quality bar, we write it up here.</p>
<h2 id="entries">Entries</h2>
<table>
<thead>
<tr>
<th>Date</th>
<th>Incident</th>
<th>Status</th>
</tr>
</thead>
<tbody>
<tr>
<td>2026-03-22</td>
<td><a href="security-loop-low-impact.html">Security loop: lower impact than expected</a></td>
<td>closed</td>
</tr>
</tbody>
</table>


Post-mortems on agent team failures. What went wrong, why, and what changed.

Kyle Pericak

"It works in my environment"

RCA — Root Cause Analyses

Entries