[One Package Per Day] Speed Up Your Python Workflow with uv

The "Why" (Beyond Just Speed)

While everyone talks about the 100x speedup, the real value of uv is deterministic simplicity.

Universal Lockfiles: uv.lock is platform-agnostic. You can resolve dependencies on macOS and deploy them to a Linux container with zero "resolution drift."
Tool Autonomy: uvx replaces pipx. It allows you to run CLI tools (like ruff or black) without even having them in your project’s pyproject.toml.
Managed Runtimes: No more pyenv or manual Python installs. uv downloads and manages Python binaries directly, ensuring every developer on your team is on the exact same patch version of CPython.

Unique Workflow: The "Project-Less" Script

One of uv’s most underrated features is inline dependency metadata (PEP 723). You can share a single .py file that contains its own requirements.

# /// script

# dependencies = ["httpx", "rich"]

# ///

import httpx

from rich import print

print(httpx.get("https://api.github.com").json())

Execute it with: uv run script.py

uv creates a hidden, temporary environment, installs the dependencies, and runs the script in one motion. No venv cleanup required.

Production-Ready Strategy

For Glinteco’s enterprise deployments, we use uv to slash Docker build times.

The Layer Trick: Use uv pip compile to generate a requirements.txt from your pyproject.toml for standard compatibility, or better yet, use the uv sync feature in your Dockerfile.
Zero-Install CI: Since uv is a single binary, you can curl it into a CI runner and have your entire environment ready in under 5 seconds—no more waiting for pip to "think."

Comparison: The New Hierarchy

Old Tool	uv Equivalent	Why it’s better
pip install	uv pip install	Parallelized, global cache, reflink-based.
pyenv install	uv python install	Zero system overhead; downloads pre-built binaries.
pipx run	uvx / uv tool run	Significantly faster ephemeral environment creation.
poetry / pdm	uv project	Faster resolution and a cleaner, universal lockfile.

The Verdict

uv isn't just a faster pip; it is a total reimagining of the Python developer experience. It treats Python as a professional ecosystem rather than a collection of duct-taped scripts.

Start here:

curl -LsSf https://astral.sh/uv/install.sh | sh