Architecture drift
AI generates code that ignores your conventions and breaks system coherence.
Why "AI writes code" breaks in production
Unreviewable changes
Thousands of lines of AI output—impossible for humans to verify properly.
No audit trail
When compliance asks "who approved this?"—you have no answer.
AI changes the model. Your pipeline stays deterministic.
Intent
voice/text
→
Model diff
JSON/YAML/XML
→
Generate
deterministic
→
CI gates
GitLab
→
Deploy
controlled
- AI produces reviewable diffs, not surprise commits
- Generators enforce architecture & conventions
- CI decides what ships
Guardrails by design
Policies
Define what AI may change—and what's off limits.
Diffs & approvals
Every change is reviewable before it merges.
Quality gates
Tests, linters, and validation must pass to ship.
Audit trail
Who changed what, when—end-to-end traceability.
Integrates with your delivery pipeline
GitLab CI
Native pipeline integration
Git repositories
Any Git-based workflow
Issue tracker
Link changes to tickets
Webhooks
Connect to any system
Built for teams who need proof
Government & compliance-heavy orgs
When every change needs accountability and audit trails.
Legal & regulated teams
Where documentation and traceability are non-negotiable.
Platform & DevOps teams
Who need AI speed without sacrificing pipeline control.
See it work in 2 minutes
Watch how AI Router turns voice intent into a reviewed, tested, deployed change—with full audit trail.