Build. Test. Fix.
AI moves the work forward.
Implement the requested outcome. If tests or a separate AI review find a problem, repair it and check again.
- Build
- Test
- Review
- Fix
SIMY FOR ENGINEERS
Describe what you want. AI handles implementation, testing, and fixes.
Turn past bugs into checks for your next change.
Works with Codex and Claude
Describe the feature in your own words.
One request connects implementation and verification.
Review the results. You decide whether to release the change.Illustrative examples. This page does not run development tasks or checks.
Implement the requested outcome. If tests or a separate AI review find a problem, repair it and check again.
Manage safeguards based on incident records. Apply the relevant rules to your next change to find conditions that could repeat a problem.
SQM checks your changes against applicable safeguards registered from past incidents. Alongside the results, it identifies follow-up checks, such as testing the actual interface or verifying behavior after release.
Merge and release follow the permissions and approvals you have granted. Human blockers and repeated failures pause the work instead of triggering unlimited retries.
Choose from five assurance levels according to the risk of the change. Level 5 is the most thorough. Every level preserves required checks and approvals.
Check adjacent boundaries, failure, recovery and rollback. Independently review design, implementation boundaries and final results.
The broadest scope, with more preparation and verification.
Verify stored results, retries, idempotency and integration boundaries. Independently review design and final results.
More verification across shared boundaries and operations.
Verify affected behavior, the main user journey and applicable static checks. Independently review the final candidate.
The default for bounded, reversible changes.
Verify the direct path and regression. Use independent review when repository policy or material uncertainty calls for it.
A narrower scope; not for changes to persistence or permissions.
Check the artifact, final diff and links. Preserve all repository-required checks and reviews.
For changes without runtime, data or security impact.
Duration depends on scope, environment, and approval waits.
Download the app for your environment.
Connect the Codex or Claude provider you use.
Share the outcome and the checks that matter.
Availability depends on version, plan, and organization settings.