# AGENTS.md > **Start every session by reading this file.** > This file outlines the operational protocols, coding standards, and architectural decisions for this FastAPI project. ## 1. Agent Operational Protocols ### ๐Ÿง  Work Patterns (Plan-Act-Reflect) * **Plan:** Before writing code, briefly outline your plan. Identify which files you will touch and what the side effects might be. * **Act:** Execute the changes in small, atomic steps. * **Reflect:** After coding, verify your work. Did you break existing tests? Did you add new tests? ### ๐Ÿ›ก๏ธ Git Discipline * **NEVER commit to `main` or `master` directly.** Always create a feature branch: `feature/your-feature-name` or `fix/issue-description`. * **Commit Messages:** Use the [Conventional Commits](https://www.conventionalcommits.org/) format. * `feat: add user login endpoint` * `fix: resolve database connection timeout` * `refactor: split monolith dependency file` * **Atomic Commits:** Keep commits small. One logical change = one commit. ### ๐Ÿ“ Changelog Maintenance * **Update `CHANGELOG.md`** with every user-facing change. * Format: `## [Unreleased] - YYYY-MM-DD` followed by `### Added`, `### Changed`, or `### Fixed`. ### ๐Ÿš€ Release Flow When changes are ready for deployment: 1. **Ask user if deploy cycle is desired ** 2. **Update version** in `pyproject.toml`: - Bug fixes: bump patch version (1.8.3 โ†’ 1.8.4) - New features: bump minor version (1.8.4 โ†’ 1.9.0) 3. **Update CHANGELOG.md**: - Move items from `[Unreleased]` to new version section - Add release date: `## [1.8.4] - 2025-12-16` 4. **Commit and tag**: ```bash git add -A git commit -m "fix: description of changes" git tag v1.8.4 git push origin main --tags ``` 5. **CI/CD triggers automatically**: - Gitea CI builds Docker image on new tag - Watchtower pulls and deploys to production - Verify deployment: `curl http://192.168.86.149:8000/health` --- ### ๐Ÿงช Local Development Setup * **Always test locally first** before committing and deploying. The build-deploy loop is slow. * **Start the local server** with `./wakeup.sh` - logs are written to `logs/server.log` for easy tailing * **Auto-reload**: The wakeup script runs uvicorn in reload mode - code changes are picked up automatically without restart (except for requirements.txt changes) * **Test REST endpoints** against `http://localhost:8778` using curl or similar tools * **Only deploy** when a phase or feature is complete and tested locally * **Environment**: Copy `.env.example` to `.env` and configure for your local setup (Ollama, Redis, Neo4j, Qdrant, Wiki.js hosts) * **Running tests**: Always use the venv explicitly to avoid environment mismatches: ```bash .venv/bin/python -m pytest tests/ # All tests .venv/bin/python -m pytest tests/ -v # Verbose output ``` --- ## 2. FastAPI Architecture & Best Practices *Reference: [FastAPI Best Practices](https://github.com/zhanymkanov/fastapi-best-practices)* ### ๐Ÿ“‚ Project Structure (Directory-based, NOT File-type based) Do **not** group files by type (e.g., one huge `routers` folder). Group by **domain/module** inside a `src/` directory. **Correct Structure:** ```text src/ โ”œโ”€โ”€ auth/ โ”‚ โ”œโ”€โ”€ router.py # Endpoints โ”‚ โ”œโ”€โ”€ schemas.py # Pydantic models โ”‚ โ”œโ”€โ”€ service.py # Business logic (CRUD, etc.) โ”‚ โ”œโ”€โ”€ dependencies.py# Module-specific dependencies โ”‚ โ””โ”€โ”€ config.py # Module-specific settings โ”œโ”€โ”€ posts/ โ”‚ โ”œโ”€โ”€ router.py โ”‚ โ””โ”€โ”€ ... โ””โ”€โ”€ main.py # App entry point