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Vibe-code health check

Eight questions. One score. A clear read on whether to harden, rescue, or rethink before you scale.

Score your MVP

Answer honestly—partial counts. Takes about two minutes.

0 / 8 answered

01

Auth & access control

Protected routes, roles, and session handling work beyond the happy path.

02

Secrets & env handling

API keys and tokens live in env/secrets—not in client code or the git history.

03

Data model & migrations

Schema changes are intentional and repeatable—not one-off patches in prod.

04

Error handling & logging

Failures are visible. You know when something breaks for users.

05

Automated tests or evals

Critical paths have smoke tests, and AI features have at least basic evals.

06

Deploy & rollback path

You can deploy reproducibly and roll back without heroics.

07

Cost & rate limits for AI calls

Caps, timeouts, caching, or budgets stop runaway token spend.

08

Human review for high-stakes AI outputs

Emails, CRM writes, refunds, or other risky actions need a human gate.