Microsoft's AutoSaddler Auto-Patches LLM Agent Frameworks

Microsoft's AutoSaddler automatically improves LLM agent frameworks by analyzing failure trajectories offline and generating structured patches to prompts, tools and control logic, boosting SWE-Bench scores by nearly 10 points while guarding against regressions.

2026-08-25 ~ 2026-08-27 · 3 related posts

• AutoSaddler Automates Agent Harness Repair, Boosting SWE-Bench by 9.6 Points — omarsar0 · 2026-08-25
• AutoSaddler: Automatic Harness Optimization with Durable Updates from Agent Execution Traces — microsoft · 2026-08-26
• AutoSaddler: Durable Harness Optimization for Agents — rohanpaul_ai · 2026-08-27