Issue #21 · 2025-08-24

Ilia's Corner

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SurrealDB ships with data loss enabled by default

The benchmark-winning database turns off write durability out of the box. If you run SurrealDB in production, flip SURREAL_SYNC_DATA=true or risk silent corruption on the next power flicker. One line config, zero surprises.

reddit · 2 min read

RFC 9839 finally fixes Unicode headaches

No more bike-shedding over which emoji can crash your protocol. The new RFC gives you a ready-made blocklist backed by Unicode.org, so you can reject bad characters at the edge and move on to real features.

hackernews · 3 min read

Librebox: run Roblox games without Roblox

Open-source engine re-implements the public Luau API atop raylib, letting you export Roblox creations to desktop, mobile, or web with zero platform lock-in. Great for educators, indie devs, and anyone who wants offline builds.

hackernews · 5 min read

Tools spotlight

ThinkMesh: parallel thinking for LLMs in Python

Spawn dozens of model instances on one GPU, run them concurrently, and merge the best answers. One library call replaces hours of orchestration code.

research prototyping

Python · 14 stars

Research corner

GPT-4b micro redesigns stem-cell proteins for 50× efficiency

OpenAI + Retro Biosciences fine-tuned a GPT variant to mutate SOX2 and KLF4, cutting reprogramming time from weeks to hours. The paper’s code is open, so you can apply the same technique to your own protein-design tasks.

bio-AI · OpenAI & Retro Biosciences · 6 min read

Flash Attention at 94 % of RTX 5090 peak

A step-by-step CUDA kernel walkthrough that takes you from 68 % to 94 % theoretical utilization. If you’re tuning transformers or writing custom kernels, this is the performance bible you can actually compile.

CUDA · gau-nernst · 12 min read

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