AutoSaddler: Automatic Harness Optimization with Durable Updates from Agent Execution Traces

microsoft · hf · 2026-08-26

Microsoft released AutoSaddler, a method that automatically improves LLM agent harnesses via offline failure-driven optimization. It leverages durable updates from agent execution traces, significantly boosting performance on long-horizon benchmarks.

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