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Latest 2 articles:

Agent Memory Is a Data System With a Forgetting Policy

September 24, 2026

Scalability & Reliability AI Engineering ✨

Production agents need more than a long transcript. A reliable memory design distinguishes working context from external records, selects what to recall, forgets safely, handles contradiction, and measures planning, tool, and task failures as separate system events.

Reflection Helps an Agent Recover, but It Cannot Verify Reality

September 20, 2026

AI Engineering ✨Architecture Patterns

ReAct and Reflexion-style loops can help an agent notice and repair mistakes, but every extra iteration costs time and can repeat a bad assumption. Reliable systems use feedback at explicit checkpoints, constrain tool selection, and verify consequential results outside the model.

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