AI-assisted development patterns. Each pattern is standalone - adopt what you need.
| Problem | Pattern |
|---|---|
| AI gives inconsistent answers | Codebase Agent |
| AI misses obvious bugs | Self-Review Reflection |
| PRs take forever to create | Issue-to-PR Automation |
| Code reviews are bottleneck | PR Auto-Review |
| Dependency updates pile up | Dependabot Auto-Merge |
| Stale issues accumulate | Stale Issue Management |
| Security feels ad-hoc | Security Patterns |
| Tests are disorganized | Testing Patterns |
See Quickstart for pattern overview and adoption guidance.
reference/
├── docs/
│ ├── quickstart.md # Pattern overview and adoption path
│ └── patterns/ # Individual pattern docs
├── .claude/ # Example CBA configuration
├── PRESENTATION-ambient-code-reference.md # 9-feature overview
└── CLAUDE.md # Agent instructions for this repo
- Working Demo: demo-fastapi
- Presentation: PRESENTATION-ambient-code-reference.md
MIT - See LICENSE