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Pushkar Devanahalli Gopalakrishna

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#software testing Open access Oct 2026

TraceGap: Measuring Whether LLM Agent Frameworks Record the Tool Calls Their Agents Make

TraceGap is the agent tracing correctness benchmark: does your agent framework record what actually happened? It drives LLM agent frameworks with scripted models through fault scenarios (tool failures, cancellation, parallel calls, rejected calls, nested agents) and compares each framework's own trace surface (callback...

Pushkar Devanahalli Gopalakrishna · 0 citations

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