DEVELOPER NEWS STREAM
Direct logs, engine updates, and framework notifications parsed from curated RSS feeds and announcements, updated hourly.

LoziFat Pointers & Smart Pointers in Rust
When transitioning from C or C++ to Rust, the hardest habit to break is how you think about memory....

Creeta96% of cuBLAS, no `unsafe`: what cuTile Rust proves
cuTile Rust: ownership-safe GPU kernels in Rust 1.89+ (sm_80+, CUDA 13.3). Partition-dispatch pattern, Grout crate, and whether the 96% cuBL

aryaWhat building an LLM inference engine from scratch taught me about compiler design
the insight that started this project hit me while i was finishing a bytecode-compiled language i'd...

Calvin SturmHow a stale audio batch caused 7 seconds of A/V desync after backward seeks
I have been building FastPlay, a minimal native Windows video player written in Rust. FastPlay repo:...

Emir Hüseyin İnciBuilding a Replayable Decision Kernel in Rust
I built Calybris Core because I kept running into the same uncomfortable question in decision-heavy...

hiyoyoHandling macOS Gatekeeper as an Unsigned Indie Dev: The `xattr` Struggle
All tests run on an 8-year-old MacBook Air (Intel). Every Hiyoko app ships unsigned, so I've become...

UnitBuildsV.E.L.O.C.I.T.Y.-OS: Writing Bare-Metal Drivers – PCI, NVMe & FAT32 (Part 9)
How I built a PCI configuration scanner, an NVMe block storage driver, and a custom FAT32 parser from scratch in Rust.

UnitBuildsV.E.L.O.C.I.T.Y.-OS: The JIT Compiler Core – From AST to Native Closures (Part 4)
How I built a two-tier closure JIT compiler in Rust and solved the lifetime reference problem using Higher-Ranked Trait Bounds (HRTBs).

Eric-Octavian How to Make a Kernel AI Actually Rational: Causal Chains, Hallucination Detection, and a Parliament
IONA OS is an operating system written from scratch in Rust. It has its own kernel, its own GUI, its...

Jazz Thumyat 🦀Understanding `&mut &'a self` Calls on Temporaries in Rust
[T] has the following split_off method. Notice that its receiver type is &mut &'a...

Eric-Octavian Training LLMs in the kernel — how IONA AI does embedding, RAG, and fine‑tuning without the cloud
Most AI systems today are cloud‑based. You send a prompt to an API, and a model somewhere else...

Naveen RMin-Mozhi: the first Tamil-rooted, safe-by-default hardware description language
I built Min-Mozhi (மின்மொழி — "language of electricity"): a modern HDL that reads like Go/TypeScript,...

Joichiro MitakaAddressing the global namespace
There is a moment in every data hoarder's life — and in every small media shop's IT history — when...

NOVAInetworkAI agents are becoming real economic actors. They deserve a chain built for them, not borrowed from us.
The next major blockchains will be built around AI, not with AI bolted on afterward. That's the bet...

nahat serWhy AI Agents in Banking Need a Proof Layer
The Question No One Can Answer Picture this: a bank deployed an AI agent to help with...

Blockchain Rust EngineerBuilding a Trading Bot Is Easy. Building One That Survives Overnight Isn't.
When I first started building trading bots, I thought the difficult part would be the strategy. I...