Denis Defreyne

Production readiness

What does it mean for a service to be production ready?

Checklist

Incomplete, but good enough I suppose.

Security

  • Is authentication in place?
  • Is authorization in place?
  • Is rate limiting set up?

Testing

  • Is the code covered by a reasonable amount of tests?
  • Is a code style checker in place?
  • Is a linter in place?
  • Are tests run automatically?

Documentation

Monitoring

  • Is logging set up? (Ideally structured logging)
  • Is instrumentation set up?

Good metrics to have:

  • incoming requests (rate + latency)
  • outgoing requests (rate + latency)
  • resource usage/capacity
    • queues
    • workers
    • disk space
    • ID space

Deployment

  • Is deployment automated?
  • Are there health and/or readiness endpoints?

Databases

  • Are schema changes (migrations) automated?
  • Are the right table indexes in place?
Note last edited August 2025.
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