A lock-free single-producer single-consumer (SPSC) channel for Julia
aviatesk/JETLS.jl
A new language server for Julia, enabling modern, compiler-powered tooling.
Thomas Yu on Twitter / X
Yesterday @supersonicai released an open weight jev-like model called julia-1This demo shows julia-1 running locally on my M5 Macbook Pro doing ~1500 tokens/sec calculating a live call's scam risk and risk types.Even for this moderately complex task, julia-1 was able to do… pic.twitter.com/VYHRvrjyIS— Thomas Yu (@thommyyu) September 27, 2026
Why Numba and Cython are not substitutes for Julia - Stochastic Lifestyle
Sometimes people ask: why does Julia need to be a new language? What about Julia is truly different from tools like Cython and Numba? The purpose of this blog post is to describe how Julia’s design gives a very different package development experience than something like Cython, and how that can lead to many more optimizations. What I really want to show is: Julia’s compilation setup is built for specialization of labor which is required for scientific progress Composition of Julia codes can utilize the compilation process to build new programs which are greater than the sum of the parts I will also explain some of the engineering tradeoffs which were made to make this happen. There are many state-of-the-art scientific computing and data science packages in Julia and what I want to describe is how these are using the more “hardcore ... READ MORE
Why I no longer recommend Julia
For many years I used the Julia programming language for transforming, cleaning, analyzing, and visualizing data, doing statistics, and performing simulations.
Turing: Probabalistic Programming in Julia | Cameron Pfiffer | JuliaCon 2019
Introducing Julia 1 | Supersonic Labs
Julia 1 is our compact decision model. Explore the research, evaluation results, limitations, and model repository.
Julia vs Numba and Cython: Looking Beyond Microbenchmarks
We compare the performance of Julia and Numba, for a minimal benchmark that enables to see some fundamental difference between Julia and accelerated-Python.
kahliburke/Tachikoma.jl
Build rich terminal apps in Julia — widgets, layouts, sixel graphics, Kitty graphics, animations, and more
Genie Framework - Build Data Apps in Julia.
Genie is an open source framework with all you need to quickly build production-ready, data-centric web apps with Julia.
Don't Forget To Flush by Andrew Kelley
Supersonic Labs on Twitter / X
Introducing Julia-1:Our first classification model that runs on almost anything.Learn more 👇https://t.co/YJCdEeIBSo pic.twitter.com/3cizsbG9ZB— Supersonic Labs (@supersonicai) September 26, 2026
