TraceDance: An Automated System for Building Agent Behavior Benchmarks from Real-World Agent Deployment Traces.

arXiv:2609.33295v1 Announce Type: new Abstract: An agent can complete a task while exhibiting undesirable behavior during execution. Developers need tests for the specific behaviors encountered in deployment, beyond fixed benchmark suites. We present TraceDanc