FlareStart
HomeNewsHow ToSources
FlareStart

Where developers start their day. All the tech news & tutorials that matter, in one place.

Quick Links

  • Home
  • News
  • Tutorials
  • Sources
  • Privacy Policy

Connect

© 2026 FlareStart. All rights reserved.

Back to articles
Observability with Claude Code: OpenTelemetry Distributed Tracing for Node.js
How-ToWeb Development

Observability with Claude Code: OpenTelemetry Distributed Tracing for Node.js

via Dev.tomyougaTheAxo3w ago

"Why is this API slow?" and "Which service is throwing errors?" are questions you can't answer without observability. Claude Code can design the three pillars — logs, metrics, and traces — when you give it the right patterns. CLAUDE.md for Observability Standards ## Observability Rules ### Three pillars (all required) 1. Logs: pino (structured JSON, PII masking) — see logging.md 2. Metrics: Prometheus format via prom-client 3. Traces: OpenTelemetry (distributed tracing) ### Tracing requirements - All HTTP requests get a trace ID - External API calls and DB operations create child spans - Errors: record exception + set span status to ERROR - Sampling: production 10%, development 100% ### Metrics requirements - Request count: http_requests_total (method, route, statusCode) - Latency: http_request_duration_ms (histogram with p50/p95/p99) - Error rate: http_errors_total (statusCode, route) - Business metrics: order_count, revenue_total, user_registrations_total ### Alert thresholds - Error

Continue reading on Dev.to

Opens in a new tab

Read Full Article
55 views

Related Articles

References: The Alias You Didn’t Know You Needed
How-To

References: The Alias You Didn’t Know You Needed

Medium Programming • 2d ago

Pointers: The Concept Everyone Says Is Hard
How-To

Pointers: The Concept Everyone Says Is Hard

Medium Programming • 2d ago

Learning a Recurrent Visual Representation for Image Caption Generation
How-To

Learning a Recurrent Visual Representation for Image Caption Generation

Dev.to • 2d ago

How-To

# 5 JSON Mistakes Developers Make (And How to Fix Them Fast)

Medium Programming • 2d ago

10 subtle go mistakes that only show up in production
How-To

10 subtle go mistakes that only show up in production

Medium Programming • 2d ago

Discover More Articles