ag-avaliar-observabilidade

Evaluating system observability involves assessing errors, logs, metrics, alerts, and traces to identify coverage gaps. This Skill automates that assessment against local or remote services to produce actionable remediation signals.

An Observability Certificate is an actionable output generated by evaluating your system's observability dimensions. It provides targeted signals and Lighthouse scores to guide automated improvements and fixes directly within your pull requests.

To generate a Lighthouse score for observability fixes, run Lighthouse on your service URL. The resulting report evaluates performance degradation and maps observability gaps to guide engineering teams.

Yes, you can assess observability coverage using Sentry and OpenTelemetry (OTEL) data patterns. The evaluation integrates these patterns to identify errors and metrics gaps, guiding automated improvements.

Yes, this observability assessment works for both local and remote services. You can apply the dimensional evaluation and generate Lighthouse scores and an Observability Certificate regardless of your service deployment context.

Lighthouse scores for observability evaluation primarily focus on performance metrics and Web Vitals. While they highlight degraded performance and metric gaps, deeper error and trace analysis requires integrating Sentry and OTEL data patterns.