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BEST PRACTICES·February 19, 2025·8 MIN READ
Advanced Agent Observability: Dashboards, Evals, and Alerts
By Camila Reyes
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.
SECOND OPINION · FREE
Shipping something an agent wrote?
Paste the session with your agent — or the code it wrote — and get what it claimed against what it actually showed, plus the questions that make it prove the rest. About twenty seconds, no account needed.
Check my code