Keep long agent runs from blowing the context window

Compaction, context editing, and memory: when to reach for each so a long-running agent stays coherent and cheap.

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The outcome

By the end you'll know which of compaction, context editing, and memory each long-run failure calls for, and how to wire them without losing state.

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