bulkllm 0.2.1

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bulkllm

Development

Quick Commands

• make init create the environment and install dependencies
• make help see available commands
• make af format code
• make lint run linter
• make typecheck run type checker
• make test run tests
• make coverage run tests with coverage report
• make check run all checks (format, lint, typecheck, test)
• make checku run all checks with unsafe autoformatting

Code Conventions

Testing

• Use pytest (no test classes).
• Always set match= in pytest.raises.
• Prefer monkeypatch over other mocks.
• Mirror the source-tree layout in tests/.
• Always run make checku after making changes.

Exceptions

• Catch only specific exceptions—never blanket except: blocks.
• Don’t raise bare Exception.

Python

• Manage env/deps with uv (uv add|remove, uv run -- …).
• No logging config or side-effects at import time.
• Keep interfaces (CLI, web, etc.) thin; put logic elsewhere.
• Use typer for CLI interfaces, fastapi for web interfaces, and pydantic for data models.