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README.md

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@@ -210,9 +210,6 @@ docker run -p 5000:5000 python.publisher.subscriber:latest
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```bash
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# Run directly
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python src/pubsub_ws.py
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# Or using Make
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make run-server
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```
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The
@@ -331,32 +328,28 @@ pytest-watch tests/ -v
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```bash
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# Install development dependencies
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make install-dev
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make install
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# Setup pre-commit hooks
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pre-commit install
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# Run linting
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make lint
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# Format code
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make format
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# Run all checks
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make pre-commit
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make check
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```
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### Available Make Commands
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```bash
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make help # Show all available commands
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make test # Run tests
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make lint # Run linting checks
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make format # Format code
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make check # Run format and tests
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make clean # Clean generated files
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make build # Build distribution packages
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make docker-build # Build Docker image
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make docker-run # Run Docker container
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make install # Install dependencies
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make update # Update dependencies
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```
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## 📊 Database Schema

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