# Dev-AI Training Data Progress

## Status: In Progress (June 1, 2026)

### Completed Languages
| Language | Entries | Size | File |
|----------|---------|------|------|
| Python | 120 | 66.6 KB | `dev_finetuning_python.json` |
| JavaScript | 114 | 64.8 KB | `dev_finetuning_javascript.json` |
| TypeScript | 101 | 60.4 KB | `dev_finetuning_typescript.json` |
| HTML/CSS | 80 | 44.1 KB | `dev_finetuning_html_css.json` |
| **Total** | **415** | **~236 KB** | |

### Language Roadmap (Priority Order)
- [ ] **5. SQL** - query optimization, indexing, joins, transactions, normalization, security
- [ ] **6. Go** - goroutines, error handling, interfaces, concurrency patterns
- [ ] **7. Rust** - ownership, lifetimes, error types, macros, async
- [ ] **8. Java** - enterprise backend, Spring, streams, concurrency
- [ ] **9. C#** - .NET, LINQ, async/await, Entity Framework
- [ ] **10. Bash/Shell** - scripting, DevOps, automation
- [ ] **11. Dockerfile** - containerization, multi-stage builds
- [ ] **12. YAML** - CI/CD, Kubernetes, configuration
- [ ] **13. React** - component patterns, hooks, state management
- [ ] **14. PHP** - WordPress/Laravel, security, modern patterns
- [ ] **15. Ruby** - Rails, testing, conventions
- [ ] **16. GraphQL** - schema design, resolvers, N+1 queries
- [ ] **17. Swift** - iOS, protocol-oriented, async/await
- [ ] **18. Kotlin** - Android, coroutines, null safety
- [ ] **19. Terraform** - infrastructure as code, providers, modules

### Workflow
- Each language: 80-150 high-quality entries
- Categories: security, performance, modern patterns, anti-patterns, framework-specific
- User confirms each language before proceeding
- Generation scripts in `scripts/generate_<lang>_dataset.py`
- Output files in `data/processed/dev_finetuning_<lang>.json`

### Existing Scripts
- `scripts/generate_python_dataset.py` ✅
- `scripts/generate_javascript_dataset.py` ✅
- `scripts/generate_typescript_dataset.py` ✅
- `scripts/generate_html_css_dataset.py` ✅
- `scripts/generate_languages_part2.py` - old script with Java, TS, PHP, Ruby, Bash, SQL, System Design (superseded by individual scripts)
- `scripts/generate_full_stack_dataset.py` - old C++ script