• context compaction — Summarizing an agent's earlier conversation to free room in the context window so a long session can keep going.

Hashing each prompt component turns a prompt into a list of hashes you can diff between runs and rebuild against a different model — visibility a live chat session can't give you once compaction and hidden reasoning are involved.

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