AI Workflows

AI Review Pipeline

Automated AI code review pipeline with guardrails and human approval checkpoints.

Problem this solves

AI suggestions are useful but risky without enforceable review and quality gates.

When to use it

  • You want AI-generated suggestions before merge.
  • You require deterministic checks before deployment.
  • You need a repeatable self-hosted review workflow.

Code snippet

bash
npm ci
npm run lint
npm run typecheck
npm test
npm run ai:review
npm run quality:gates

Integration guide

  1. Run static checks before AI review to remove noise.
  2. Constrain AI review scope to changed files and architecture boundaries.
  3. Require human approval for high-risk suggestions.
  4. Track recurring findings and feed them back into coding standards.

Next step

Explore the full documentation and variants for this pattern.

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