Rust
- Lib.rs — home for Rust crates // Lib.rs
- Making Async Rust Reliable - Tyler Mandry
- [email protected]
- Mara’s blog
- Aria Beingessner’s blog
- Why async Rust?
- The Scoped Task trilemma
- The Pin type
- Revisiting a 'smaller Rust'
- Yet Another Rust Resource
- Learn Rust by implementing linked lists
- Rust: Memory Management
- nkmk.me
- Speed of Rust vs C
- flamegraph-rs/flamegraph: Easy flamegraphs for Rust projects and everything else, without Perl or pipes <3
- rayon-rs/rayon: Rayon: A data parallelism library for Rust
- Error Handling in a Correctness-Critical Rust Project | sled-rs.github.io
- Writing an OS in Rust
- C stdlib isn’t threadsafe and even safe Rust didn’t save us | EdgeDB Blog
Traits
Peeking inside Trait Objects | Huon on the internet
Derive
Understanding #[derive(Clone)] in Rust - Stegosaurus Dormant
Playgrounds
Linear algebra - for CV, ML, etc
Rust for computer vision, linear algebra, and tensors : r/rust
Async
🥰 How using async Rust ought to feel - wg-async
compare: Async: What is blocking? – Alice Ryhl vs runtime: tight loops should be preemptible · Issue #10958 · golang/go to get a sense of how Rust async and Go async differ
For web
Are we web yet? Yes, and it's freaking fast!
- WebAssembly » AWWY?
- Web Frameworks » AWWY?
- examples:
Rust needs a web framework for lazy developers | nicole@web
Go
- Francesc Campoy Flores
- rakyll.org
- Go by Example
- Staticcheck
- Go structs are copied on assignment (and other things about Go I'd missed)
- Common Go Mistakes - 100 Go Mistakes and How to Avoid Them
- Some Go web dev notes
- Learning Go in 2024; From Beginner to Senior
- Checking linearizability in Go | notes.eatonphil.com
Concurrency
Google I/O 2012 - Go Concurrency Patterns - YouTube
Playgrounds
Machine learning
Building LLM-powered applications in Go - The Go Programming Language
Build tool
How to use conditional compilation with the go build tool | Dave Cheney
Python
- Andrew Montalenti’s blog: Python posts
- MIT6.100L Intro to CS and Programming Using Python
- FastHTML - Modern web applications in pure Python
- Making Python Less Random — Andrew Healey
- How variables work in Python
- Resource management and generators in Python: samgeo.codes
- nkmk.me
- The hidden performance overhead of Python C extensions
- why Python for ML: Why is Python so used in the machine learning?
- styleguide | Style guides for Google-originated open-source projects
- Measuring the memory usage of a Pandas DataFrame
- Python: Calm Code
Efficient (faster) Python
How vectorization speeds up your Python code
Installing and managing versions, libraries, packages
- Why you should use `python -m pip`
- Installing libraries and packages - Advanced Research Computing
- Explaining why the Python installation process is such a mess
- Python Packaging, One Year Later: A Look Back at 2023 in Python Packaging | Chris Warrick
- discussion in hn thread: Python Packaging, One Year Later: A Look Back at 2023 in Python Packaging | Hacker News
- Poetry vs. Docker caching: Fight!
- 🎗 Python built-in
venvandpip3for version and package management (the most basic method)->
python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt # installs all packages in requirements.txt
pip install matplotlib
pip freeze > requirements.txt
deactivate
- live and learn! an example of juggling python packages in a prod environment: The Case of the Broken Lambda | ★❤✰ Vicki Boykis ★❤✰
- Python Standalone Builds — python-build-standalone documentation
Testing
- Pytest quick start/refresher: getting started with pytest (beginner - intermediate) anthony explains #518 - YouTube
- resolve issue with pytest -s not displaying print statements in test output (useful for debugging, esp if you’re working with someone else’s tests)
Packaging your code
- Using a src directory for a Python package : r/learnpython
- the above references: Packaging a python library | ionel's codelog
Overriding
-
overriding - Python: multiplication override - Stack Overflow
-
repr: python - How to print instances of a class using print()? - Stack Overflow
Python viz
A Grammar of Graphics for Python – plotnine 0.13.6
Python tooling
- Written in Rust: Astral: Next-gen Python tooling
- uv: Python packaging in Rust
- version management per project, works with PyTorch: Rye
- PyTrace - Time Travel Debugger for Python
Apps
Docker & Python
Speeding up Docker builds in CI with BuildKit
Don’t leak your Docker image’s build secrets
Shrinking your Python application’s Docker image: an overview
Zig
… aspirational, haven’t tried zig yet but want to
Why Zig When There is Already C++, D, and Rust? ⚡ Zig Programming Language