Responsible AI Usage
AI-assisted code is treated as a draft, then verified through automated checks and security review.
Windshift uses AI tools to write parts of the product, but every AI-produced change is reviewed, tested, and verified before it reaches users.
The pipeline is designed around predictable AI failure modes: unsafe dependencies, dead code, architecture violations, API drift, and untested critical paths.
Controls on every change
- Static analysis, formatting, and architectural guards
- Dead code detection and vulnerability scanning
- OpenAPI contract enforcement and frontend coverage checks
- Signed image provenance and scratch-based production images
- Annual commercial penetration testing