ADR-007 - Adopt AI-Driven Development Workflow
Status
Accepted
Date
2026-06-10
Decision
Formalize a structured AI-assisted development workflow.
Context
The project increasingly relies on AI assistance.
Unstructured prompting leads to:
- inconsistent results
- repeated misunderstandings
- reduced maintainability
A repeatable workflow is required.
Alternatives Considered
Ad-Hoc Prompting
Pros
Cons
- inconsistent quality
- poor reproducibility
Structured Workflow
Pros
- predictable outcomes
- measurable quality
- improved collaboration
Cons
Decision Outcome
Adopt the following workflow:
Roadmap
↓
Task
↓
Plan
↓
Implementation
↓
Quality Gates
↓
Retrospective
Supported by:
- rules
- templates
- architecture documentation
- metrics
Consequences
Positive
- reproducible process
- measurable improvements
- easier onboarding
Negative
Follow-up Decisions
- metrics generator
- AI dashboard
- project analytics