Celery Is Not Always the Answer: A Real Comparison of Python Task Queues

I migrated from ARQ to Celery at work. During that process I tested every serious Python task queue out there. Here's what the benchmarks say, and what they don't.

The Python Toolchain I Use in Production: uv, ruff, and ty

Why I replaced pip, black, flake8, and mypy with a single stack from Astral, and how I integrate it in CI/CD with GitHub Actions.