TL;DR — Most agent failures get blamed on bad reasoning, but the real culprit is usually the orchestration loop's treatment of the chat transcript as ground truth. Transcripts are lossy summaries, and re-planning from a decaying summary compounds errors geometrically across iterations. The fix ...

Source: [Dev.to](https://dev.to/aiexplore369zoho/ai-agents-dont-fail-at-reasoning-they-fail-at-state-1dbl)

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