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Debugging a failed agent run costs more than the run itself
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Debugging a failed agent run costs more than the run itself
Originally published on Loop & Retry — field notes on building LLM agents that survive production. Here is the intuition to kill: a failed run is cheap because you can just run it again. A deterministic system earns you that assumption — the bug is sitting there, reproducible on demand, and debugging is a bounded search through code you control. An agent is not that system. When a run fails, the run that failed is gone. What you re-run is a diff…
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