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Applied AI·August 28, 2026·1 min read

I accidentally turned LLM memory into program analysis

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Using LLM long-term memory as an emergent program-analysis layer hints at a different tooling pattern—agents that accumulate and reason over codebase state rather than re-parsing from scratch. For engineering leaders, this is a nudge to experiment with memory-augmented assistants on real repos and measure whether they reduce context-loading and review overhead.