Dev shares docs-as-memory playbook: dynamic retrieval over summaries, standard frameworks, one source of truth

menhguin · x · 2026-11-07

A developer shares practical notes on keeping docs up to date for AI workflows: retrieve dynamically instead of summarizing (or at least timestamp summaries), enforce standard industry frameworks (FHIR for health, CFP for finance, design docs for code) to prevent loose conflicting files, link to direct logs/GitHub sources, and document each thing in at most one place to avoid staleness. Their coding prompts are now mostly documentation specs—"here are frontier lab blog posts, find something to apply." Quoted context: someone had Opus write a wiki-style memory system in an Obsidian vault and reports an unreasonably large uplift, calling it "RSI in one vault."

Related event: Wiki-style memory system built with Claude Opus yields dramatic capability gains(3 posts)→

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