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beginnerr/AI_Agents · Nov 04, 2026

Fixing forgotten constraints in AI coding sessions with a short running decision log

An August 2026 paper proposes a Ledger runtime that turns interaction history into explicit execution state, but most coders can get most of the benefit more simply: keep a short running log of decisions, constraints and failed attempts, and feed it back at the start of each session.

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