📰 Dev.to · Alan West

There's a special kind of friction that comes from typing `npm publish`, getting a 2FA prompt, fumbling for your phone, missing the 30-second window,

A 400B LLM ran on an iPhone 17 Pro. Here's how flash offloading and aggressive quantization make the impossible possible.

Walk through the most common causes of infinite loops, from off-by-one errors to floating point traps, with step-by-step debugging techniques and prevention pat

A deep dive into building Windows XP in React — why OS clone projects teach you more about frontend development than most tutorials ever will.

Grafeo is a new embeddable graph database built in Rust. Here's what it does well, where it falls short, and whether you should use it yet.

Learn how USB HID feature reports let you write and persist 2 bytes of data in your mouse's onboard memory using Python and hidapi.

TapMap now supports Linux and Docker. Here's how to set it up, where it fits in your stack, and what to watch out for.

Flash-KMeans brings Flash Attention-style optimizations to K-Means clustering — 5-16x faster with less memory. Here's what it means for your ML pipelines.

Debug and fix the most common failures in autonomous LLM research pipelines: context drift, API timeouts, and incoherent output across stages.

A deep dive into ShadowDOM — CSS isolation, design systems, embeddable widgets, and performance considerations with practical code examples.

A practical comparison of session-based auth, JWT, OAuth, passkeys, and Web3 wallet authentication — with code examples and trade-offs for each.