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- Ruff linter and formatter - Fast Python linter with auto-fix - Standard hooks - trailing whitespace, end-of-file, YAML/JSON checks, large file detection, merge conflict detection, debug statements, private key detection - Custom hook - Runs import shadowing tests before commit 2. Ruff Configuration (pyproject.toml) - Python 3.11+ target - 120 character line length - Checks: pycodestyle, Pyflakes, isort, flake8-bugbear, comprehensions, pyupgrade, unused arguments, simplify - Sensible ignores for FastAPI patterns (Depends, unused route args) 3. New Test Files backend/tests/unit/test_code_quality.py (5 tests) - Import shadowing detection using AST analysis - Catches the exact bug that broke archive creation - Tests all Python files in main, services, and routes backend/tests/unit/test_log_error_detection.py (13 tests) - MQTT message processing (status, xcam, AMS, HMS) - Print lifecycle (start to complete, failure handling) - Service imports verification - Edge cases (empty messages, unknown fields, null values) backend/tests/integration/test_print_lifecycle.py (6 tests) - Print start callback logic - Print complete callback logic - Timelapse tracking (same-message detection, completion callback) - Callback error handling - Import shadowing verification