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  1. Knowledge Base
  2. Observability
  3. Add observability
logstracesmetrics

Add observability

Logs, traces, and metrics — the three signals that catch production issues.

Production issues surface in three signals: logs, traces, and metrics. A baseline setup captures all three without much ceremony.

1. Logs

import { logger } from "@workspace/observability"

logger.info("user.signed_up", { userId: user.id })

Structured JSON to stdout; your platform's log shipper picks them up.

2. Traces

The honoLogger middleware in packages/api instruments every request. Custom spans:

import { trace } from "@workspace/observability"

await trace("embed-document", async () => embed(text))

3. Metrics

Counter and gauge helpers wrap the platform's metrics client. The request_total{route=...,status=...} counter ships automatically from the Hono middleware; custom counters live alongside.

What's next

  • Run background jobs — instrument workers with the same three signals.
  • Production readiness checklist — verify dashboard alerts fire on the right thresholds.

Similar guides

  • 2026-09-09

    Run background jobs

    Queue and worker patterns for async work outside your request path.
    background-jobsasync
    David PereiraChief Executive Officer
    1 min read
  • 2026-08-12

    Deploy to Vercel

    Connect your repo, configure environments, and run your first production build.
    vercelproductionci-cd
    David PereiraChief Executive Officer
    2 min read

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