Production evaluation frameworks treat agents as systems with multiple objectives.
Typical Dimensions
- Task success
- Cost and latency
- Tool correctness
- Safety and policy compliance
- Consistency across repeated runs
Evaluation Frameworks
Frameworks for evaluating agents in production beyond accuracy: cost, latency, reliability, assurance.