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README.md

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## 🚀 How to Start the Backend with Docker (Development)
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## How to Start the Backend with Docker (Development)
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To spin up the backend and its supporting services in development mode:
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## 🏗️ Development Architecture & Philosophy
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## Development Architecture & Philosophy
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We split responsibilities between Docker-managed services and local workflows:
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**Why?**
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* **Instant feedback** on code changes
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* 🛠️ **Full IDE support** (debugging, autocomplete, refactoring)
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* ⏱️ **Blistering speed**—no rebuilding images on every change
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* **Fater feedback** on code changes
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* **Full IDE support** (debugging, autocomplete, refactoring)
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* **Speed**—no rebuilding images on every change
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### 🧪 Local Quality & Testing Workflow
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### Local Quality & Testing Workflow
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All code quality tools, migrations, and tests execute on your host machine:
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## ⚙️ CI/CD with GitHub Actions
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## CI/CD with GitHub Actions
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We maintain two jobs on the `develop` branch:
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### 🔍 Quick (on Pull Requests)
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* Ruff & MyPy
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* Unit tests only
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* **No database** → < 1-minute feedback
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* **No database**
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### 🛠️ Full (on pushes to `develop`)
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## 🧠 Summary
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## Summary
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1. **Docker-Compose** for services & hot-reload of the app code
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2. **Local** execution of migrations, tests, and QA for speed and IDE integration
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3. **CI pipeline** split into quick PR checks and full develop-branch validation
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This hybrid setup delivers **fast development** without sacrificing **production-grade safety** in CI.
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