High-performance, memory-safe Rust implementation of Hugging Face Transformers. TrustformeRS brings the power of transformer models to the Rust ecosystem with zero-cost abstractions, fearless concu... Read more ›
In May 2026, the Bun team did something the software industry has been whispering about for years: they rewrote their entire runtime from Zig to Rust. Not over the course of a year with a dedicated team. In six days. Using AI agents. At nearly a million lines of code, Read more ›
You'd think that given the same bytes of input you'd get the same bytes of output. lol. lmao. No, you don't. It's complicated. Read more ›
PMB is a local-first memory system for AI agents that stores knowledge in SQLite and LanceDB, avoids LLM calls on the read path, and prioritizes fast, deterministic retrieval. This article explores the storage model, asynchronous write path, hybrid retrieval architecture, memory lifecycle management, and the design principles behind persistent agent memory that remains fully under user control. Read more ›
#606 — June 19, 2026 Read the Web Version Go Weekly How Go Reflection Really Works — Reflection in a compiled, statically-typed language sounds impossible, but Go can print a struct’s field names, types, and tags at runtime. This look into the Go runtime reveals how: the compiler leaves notes behind for reflect to pick up. Jesús Espino Catch Go Bugs Before Your PRs Merge — When AI writes more Go, the code may compile, but a missed error, goroutine leak, or broken handler contract can still s... Read more ›
An A12/A13 SecureROM exploit. Contribute to prdgmshift/usbliter8 development by creating an account on GitHub. Read more ›
PDF and SVG both support embedded scripting, and can respond to clicks, keystrokes, etc. Almost nobody uses it (at least for PDF), and many viewers skip it entirely. Read more ›
Twelve models worth knowing in 2026, each with one standout strength. Read more ›
A Bitcoin Core-compatible full node in Rust. Contribute to epochbtc/satd development by creating an account on GitHub. Read more ›
Hands-on tutorials that take you from zero to working Graftcode integration - each one self-contained, each completable in minutes. Read more ›
Learn how to build AI agents for Kubernetes operations to automate troubleshooting, incident response, monitoring, and cost optimization. Read more ›
Thanks to 261 contributors, 1185 pull requests, community reviewers, and our generous donors, we're happy to announce the Bevy 0.19 release on crates.… Read more ›
A single-user ATProto PDS that runs on a Cloudflare Worker - ascorbic/cirrus Read more ›
There's a lot of talk about the shortcomings of LLMs. They don't actually reason. They're expensive, especially when running in a loop. They're quite slow at doing things. There's a narrow category of use cases that LLMs excel at, one of which is "sifting through the noise". The noise is everything we have to process Read more ›
Learn why standard SLOs fail for LLM apps and how to design a three-layer reliability framework that measures availability, structure, and semantic quality. Read more ›
Many people want to know, precisely, which pieces of text are valid Rust programs, and for those that are, what they do. This group includes compiler writers, language designers, researchers, unsafe code writers, safety-critical industry assessors, and of course any Rust developer trying to understand a piece of code. Read more ›
XLibre Xserver. Contribute to X11Libre/xserver development by creating an account on GitHub. Read more ›
In microservices, spec-driven development with an LLM needs architecture-level context, not just local specs. This article shows how machine-readable service contracts and a plan-first workflow (archspec, a Claude Code plugin) give the model that context: it resolves cross-service rules while planning, catches them before any code, and turns each one into a test. It's a practical way to make AI-driven specs hold up across services. Read more ›