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Summarize older turns into a rolling 'decisions ledger' the agent re-reads each step, and keep only the last N raw turns. Cuts tokens hard while preserving intent.
Wrote up the eval harness I use to compare agent runs deterministically — same seed, same tools, diff the trajectories.
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