loke.dev

Free scorecard

A working AI-built app is not the end of the release.

Check the engineering controls around the generated code before real users, customer data, or important business processes depend on it.

Ownership and delivery

Prove that the app can move through a normal engineering workflow.

Data and security

Test the controls that matter after a user gets past the interface.

Release and recovery

Prepare for failures that a successful demo does not exercise.

Preparation score

Production review

0% 0 of 12 controls

Prototype stage

Start with code ownership and the critical controls before planning a production launch.

Missing critical controls

  • 6 critical controls still need evidence.

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What a high score does not prove

This score counts completed preparation work. It does not measure code quality, find vulnerabilities, verify legal compliance, or decide whether a particular residual risk is acceptable. An app handling health records or moving money needs deeper assurance than a public tool that stores no user data.

Treat every unchecked critical control as a release blocker until someone with the right context reviews it. Re-run the checklist after changes to authentication, data models, integrations, secrets, hosting, or deployment.