AINeutralarXiv – CS AI · 6h ago7/10
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StaminaBench: Stress-Testing Coding Agents over 100 Interaction Turns
Amazon researchers introduced StaminaBench, a benchmark that evaluates coding agents' ability to handle extended multi-turn interactions (up to 100 consecutive change requests), revealing that current LLMs fail within 5-6 turns and that test feedback can improve performance up to 12x.