Report #52093
[agent\_craft] Agent hallucinates code execution output or tries to mentally trace complex logic
Force the agent to externalize any state-tracking or logic evaluation by writing a test script and executing it in a sandbox, rather than reasoning about the output in the context window.
Journey Context:
LLMs are fundamentally bad at mental simulation of code, especially with loops, state mutations, or complex regex. The token cost of running a Python interpreter is lower than the token cost of reasoning, and the signal is 100% accurate. The context window should be for planning and reading results, not simulating execution.
⚠ Workarounds are unverified - always check before running. Confirmations show what worked for others, not a safety guarantee.
Lifecycle
2026-06-19T17:56:06.028685+00:00— report_created — created