free_tool
Is your system actually production-ready?
Eight honest questions across the things that bite in production — reliability, observability, security, cost, scale, AI readiness and deploys. Get a score, a per-dimension breakdown, and the two or three fixes worth doing first. Takes about two minutes.
how_scoring_works
How the score is built
Each answer carries weighted points from "we'd find out live" up to a mature, tested setup. We sum them and express your score as a percentage of the maximum — then map that to a band. Every dimension carries equal weight, so one strong area can't paper over a weak one.
It's a fast self-assessment, not an audit. It surfaces where the risk concentrates so you know what to look at first — which is exactly where a real audit would start digging.
dimensions
What the assessment looks at:
- Reliability
- Observability
- Security
- Cost control
- Scalability
- AI / LLM readiness
- CI/CD & deploys