Python & Rust Ecosystem
Monitoring the shift towards high-performance Python tooling powered by Rust,
focusing on developer productivity and execution speed.
| Tool |
Status |
Replaces |
Why |
| uv |
ADOPT |
pip, poetry |
The new gold standard. A blazing fast Rust-based toolchain for Python projects. |
| Pydantic 2.0 |
ADOPT |
- |
Essential for data validation. Its Rust core brings massive speedups. |
| Ruff |
ADOPT |
black, isort |
An extremely fast Python linter and formatter written in Rust. |
| Granian |
TRIAL |
uvicorn |
High-performance Rust-powered HTTP server for ASGI apps. |
Frameworks & Libraries
| Library |
Status |
Description |
| FastAPI |
ADOPT |
High-performance web framework with first-class type hint support. |
| Django |
ADOPT |
The "batteries-included" web framework for perfectionists with deadlines. |
| Typer |
ADOPT |
Standard for building clean, well-documented CLI applications. |
Data Science & ML Core
| Library |
Status |
Description |
| PyTorch |
ADOPT |
Leading deep learning framework. My primary choice for research and production models. |
| Scikit-learn |
ADOPT |
Essential for classical ML algorithms, preprocessing, and model evaluation. |
| NumPy |
ADOPT |
The fundamental package for scientific computing with Python. |