Building AI-augmented engineering workflows that pair human developers with automated planning, generation, and review systems.
1. **Scope:** identify problems where AI can draft boilerplate or repeatable patterns.
2. **Co-create:** developers pair with the model, iterating on prompts and context windows.
3. **Validate:** run contract tests, policy checks, and dependency scans automatically.
4. **Deploy:** require sign-off from the owning team and document the changes for future audits.