Implement structured logging, distributed tracing, metrics, and health checks.
npx skills add https://github.com/saajunaid/junai --skill observability-saajunaid
Please help me install this Agent Skill. Skill: observability Source: https://github.com/saajunaid/junai/tree/main/.github/skills/coding/observability Command: npx skills add https://github.com/saajunaid/junai --skill observability-saajunaid
Improve production observability by providing structured logging, distributed tracing, metrics, health checks, and error tracking to diagnose issues faster and reduce MTTR.
Configure your service to initialize structured logging, tracing, and metrics emission, then verify end-to-end visibility across a simple request flow.
High-intent search queries and answers about installing and using this skill.
Distributed tracing with OpenTelemetry provides end-to-end visibility across your services. You configure your service to initialize tracing, which allows you to track requests flows and diagnose issues faster.
Structured logging outputs JSON logs with correlation IDs and PII redaction. This format ensures reliable parsing and helps diagnose production issues faster by providing clear, searchable log data.
Implementing RED-based metrics and health checks involves configuring your service to expose health endpoints. This monitors service health continuously by tracking rate, errors, and duration.
Yes, Sentry integration captures and triages errors to reduce MTTR. It works alongside structured logging and distributed tracing to provide comprehensive production observability.
The best way to verify end-to-end visibility is to configure your service to initialize structured logging, tracing, and metrics emission, then trace a simple request flow across services.
PII redaction for JSON logs is built into the structured logging feature. This ensures reliable parsing while protecting sensitive information without requiring separate manual configuration.
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