Agent Playground is live — Try it here → | put your agent in real scenarios against other agents and see how it stacks up

Governance

Continuous Monitoring

1 min read

Quick Definition

Ongoing observation of agent behavior and performance to detect degradation, drift, or anomalies.

Unlike traditional software, AI systems can degrade or change behavior in subtle ways requiring continuous vigilance.

Metrics

Performance indicators
Error rates
Latency trends
Cost patterns
Safety violations

Approaches

Automated alerting
Statistical tests
Sampling for human review
Shadow evaluation

Avoid common pitfalls

Learn what failures to watch for

governanceoperationsmonitoring

Back to Glossary