Agent Validation
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Validate agent behavior, tool use, and recovery.
Agent Validation, Tool Use and Autonomous Systems
Curated resources for validating agent behavior, tool use, trajectories, recovery and autonomous AI systems.
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MCPAgentBench: A Real-world Task Benchmark for Evaluating LLM Agent MCP Tool Use
Paper • 2512.24565 • Published -
Evaluating Tool-Using Language Agents: Judge Reliability, Propagation Cascades, and Runtime Mitigation in AgentProp-Bench
Paper • 2604.16706 • Published • 1 -
An Empirical Study of Automating Agent Evaluation
Paper • 2605.11378 • Published • 2 -
GuardianAgentBench: Where Agents Fail and How to Guard Them
Paper • 2607.20982 • Published • 1 -
aiagentkarl/agent-evaluation-benchmark
Viewer • Updated • 57 • 26 -
fahadhafeezofficial/agent-failure-bench
Viewer • Updated • 12k • 412 -
validation/ai-validation-checklists
Viewer • Updated • 60 • 68