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Memory persistence: what I learned running 33 agents in production

The setup 33 autonomous bots, 43 timers, persistent state via ChromaDB + JSONL + SQLite depending on access pattern. The lesson Without explicit persistence checkpoints, agents lose context every restart. Cheap fix: every state transition writes a JSONL audit row. Every reboot reads the tail. Patte…

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  1. 2026-11-11 05:13 · DEV Community — AI
    Memory persistence: what I learned running 33 agents in production

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