- compact at memory-safe token budget (~20k) not the 131k window; gpt-oss hits oMLX's prefill memory guard ~47k tokens on a 24GB machine - repair invalid_tool_calls (malformed JSON args) before echoing history — LangChain serializes the raw malformed string which oMLX 500s on - retry invokes (4x) with an oMLX watchdog restart between attempts - ALWAYS finalize: salvage picks from findings even after invoke failures Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_016DvdRZkyCy9NJpHYDdPqmS
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