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ai agent runtimesadvancedReddit r/ExperiencedDevs thread with 400+ upvotesMAX

Agent Memory Corruption Across Long-Running Sessions : Deterministic Replay and Debuggability of Agent Runs

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Problem Breakdown

The engineering gap is non-determinism without observability: agent runs involve stochastic model outputs, concurrent tool calls, and time-dependent data, and when a run fails, the team cannot reproduce it : debugging becomes archaeology over incomplete logs. LLM agent loops append every tool result, observation, and i…

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