📌 Description
We aim to enhance the evaluation and observability of agents within the MASArena framework by integrating AgentOps, a powerful open-source tool for tracking, logging, and analyzing agent behavior during execution.
Integrating AgentOps will allow us to:
- Track agent actions, thoughts, and reasoning steps in real-time.
- Log LLM calls, prompts, responses, and token usage.
- Visualize agent decision-making workflows via a centralized dashboard.
- Detect anomalies, hallucinations, or unsafe behaviors during evaluations.
- Improve reproducibility and debugging of agent behaviors across runs.
This integration will significantly strengthen our agent evaluation pipeline, making it more transparent, data-driven, and suitable for research and benchmarking.
🔗 Related Resources