C-class throughput with none of the ceremony. Koru hides a wild amount of complexity at compile time — so the runtime stays lean.
Speed Comparison - Programming Languages
Benchmarks run on GitHub Actions. Results may vary based on runner hardware.
A faster way to calculate the day-of-the-week
A range of fast modulus techniques that beat compiler output
Andrew Kelley: A Practical Guide to Applying Data Oriented Design (DoD)
Compiling Models to Megakernels
Fine-grained synchronization, deep pipelines, and zero kernel launch overheads, automatically.
Post-Training 50x Faster
We're announcing Trellis, the fastest open-source post-training code for Kimi K2 Thinking
The Compendium
A compendium of insights about complexity structured as inter-linked cards by Alex Komoroske
Wirth's law
Wirth's law is Niklaus Wirth's variant of the Jevons paradox: Software is getting slower more rapidly than hardware is getting faster.
The Matter Compiler™ — Atomic Machines
A new universe of machines. Explore the Matter Compiler and a radically faster way to create.
The Complexity of Simplicity
The Complexity of Simplicity
On-Device LLM Throughput Calculator - a Hugging Face Space by FL33TW00D-HF
This tool estimates and visualizes the throughput of Large Language Models on devices with memory bandwidth constraints. Users input device and model configurations, and the tool generates a plot s...
Composing Time: Compositional Async in Solid 2.0
kwindla on Twitter / X
Local voice AI with a 235 billion parameter LLM. ✅- smart-turn v2- MLX Whisper (large-v3-turbo-q4)- Qwen3-235B-A22B-Instruct-2507-3bit-DWQ- KokoroAll models running local on an M4 mac. Max RAM usage ~110GB.Voice-to-voice latency is ~950ms. There are a couple of… pic.twitter.com/iYNQlb9JkI— kwindla (@kwindla) July 27, 2025
