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by ArielTM
58 days ago
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A different axis that holds up: a tiny always-loaded index pointing at per-fact files that load on demand. Claude Code's auto-memory uses this. The part that does the work isn't the lookup, it's the index itself acting as a filter. Every new fact has to summarize into one line that earns its keep, or it doesn't get saved. Stuff that misses the bar either gets rediscovered during work or wasn't load-bearing. 52% Recall@5 from forgetting is a real research win, but the production lever has been bounding the always-loaded set, not scoring what to forget |
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