Naive summarize-and-drop compaction saves tokens right up until the summary silently loses a load-bearing fact and the agent falls off an accuracy cliff. Add a validation gate: before evicting the old turns, verify the fresh summary actually preserves the must-keep facts. Only drop once the check passes.
Validate the Summary Before You Drop the Old Context, Not After
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