Living Brain tracks 3 health scores to stop AI agents relying on stale memory
cneuralnetwork · x · 2026-11-04
The author notes AI agents confidently cite project decisions that were outdated weeks ago — and the problem compounds as agent memory spans months. Living Brain's approach: track three health scores per memory — Freshness (how current), Strain (where maintenance debt builds), Readiness (how usable right now) — so outdated knowledge can be spotted before an agent acts on it.
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