Optimizing Agent Verification through Test-Time Scaling
October 24, 2026
This study analyzes agent verification across four lifecycle layers: initial instructions, mid-turn reminders, completion gates, and independent review. Evaluating 17 designs on Terminal-Bench and SWE-bench Verified, the researchers identify how different intervention timings affect agent performance.
HOW THIS AFFECTS YOU
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builderYou can optimize your agentic workflows by strategically placing verification gates and reminders.
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researcherThis framework provides a structured way to study verification as a dimension of test-time scaling.