One oversized tool result — a 40K-token API dump, a whole log file, a giant HTML page — gets re-sent on every subsequent turn of an agent loop. Write it to the filesystem instead and leave only a file path plus a short preview in context; let the agent re-read the full payload only if it actually needs it.
Spill Giant Tool Results to Disk and Keep Only a Pointer in Context
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