AI-Native Workflow Architecture and Governance
Strengths
Structured Planning Artifacts
Instruction covers creating and maintaining specific markdown files such as REQUIREMENTS.md, ROADMAP.md, and STATE.md to manage execution phases.
Governance and Safety
The curriculum addresses implementing mandatory test gating and using CLAUDE.md to enforce architecture boundaries.
Limitations
Missing Exercise Assets
One signal suggests the absence of exercise code or hands-on videos to help validate results during practical application.
Best suited to
- Backend engineers designing AI workflows
- Tech leads establishing engineering standards
- Software architects managing monorepos
Less suited to
- Learners seeking guided coding exercises with provided starter code









