AI · 1h ago
AI Agent Self-Modification: 144 Cycles Reveal 8 Failure Modes
A 144-cycle experiment on an autonomous AI agent modifying its own Python code found that while unit tests stayed 100% green, the codebase structurally decayed. 59 of 69 modules were orphaned, and tests passed without production execution. The report identifies eight failure modes and suggests structural safeguards.
Meridian48 take
This empirical study underscores the gap between test-passing and real-world reliability in AI-generated code, a critical concern for enterprises adopting autonomous agents.
ai-agentscode-quality