Advanced Agent Observability: Dashboards, Evals, and Alerts

Instrument the full loop

• Log every tool call with inputs, outputs, and approvals.
• Add business metrics to traces so PMs can see value, not just tokens.
• Build a “trust dashboard” with uptime, latency, and cost per workflow.

Evals in CI/CD

Run scenario tests on every PR: hallucination checks, latency budgets, and regression prompts. Fail the build if risk rises.

Alerting that leaders read

Send CTA-style alerts: “Revenue bot crossed $0.12/request budget—tap to pause.” Clear, reversible actions keep teams confident.