- Configure ruff: isort, pyupgrade, bugbear, flake8 rules - Auto-fix import sorting, redundant parens, exception chaining - Remove from __future__ import annotations (Python 3.13+) - Convert debug print() to logger calls - Fix typo applicaiton → application in icon_resolver - Remove bare returns in animator setters - Move TYPE_CHECKING imports to runtime where used at runtime