Discover practical developer articles faster.

I’ve been writing a lot about AWS lately, so let’s take a breather. This is my little corner of the...

Hacktoberfest 2026 wrapped up on October 31st! Thank you to everyone who built, hosted, mentored,...

Chances are you're already using open-source software without realizing it. In this episode of...

Leave a comment below to introduce yourself! You can talk about what brought you here, what you're...

Gemma 4 E2B with the model in Rust, served from a TPU v5e-1 VM through PyO3 and a C++ shim over ATen, with no tch and no pinned PyTorch, an OpenAI endpoint, an MCP server and a local chat UI.

Want better answers from AI? Start by telling it who to be. In this episode of Prompt Pad,...

Welcome to this week's Top 7, where the DEV editorial team handpicks their favorite posts from the...

If you've ever tried to parse an LLM response in code, you know the pain: the format changes slightly...

A Rust crate reads the checkpoint, runs all 35 layers of Gemma 4 E2B and drives the decode loop on one TPU v5e chip in Colab, with every operation a TorchTPU kernel and the same tokens as compiled Python.

Foreword: After the AI Agent Goes Online, What is the Next Bottleneck? Welcome back to...

Every public profile you own says something slightly different about you. A step by step guide to treating your bio as source code, with one file, one tracker and an agent skill that checks the live sites.

Day 33: From main.js Leaks to Hidden Tailwind CSS v4 Bloat — How I Built...

Anyone with the public URL can use my tokens to perform image analysis and text-to-speech, which can...

The image that shows up when you share a DEV post just got a brand-new look! I got to work on...

Why do an eager intern with a Hacker News blog post, a C-level executive stepping off an airplane with an in-flight magazine, and a trillion-parameter LLM all walk straight into the exact same production bog? And why even Google DeepMind can only bake half of our 600 scars into model weights.

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

👋👋👋👋 Looking back on your week -- what was something you're proud of? All wins count -- big or small...

A deep dive into everything new in RackDoc DCIM v1.1: a 4-state background Heartbeat engine (Grey/Green/Orange/Red), independent Frontend SSH/HTTP/HTTPS launcher, 48-port switch CAD geometry, NOC Kiosk Mode, Rack Trays, and Active Directory RBAC.

Why 90% of AI coding frustration comes from the Quota vs. Prompt-Compliance Death Loop, why Rich Sutton's Bitter Lesson fails in open-world software, and how we compile mid-flight collisions into 4-Vector Synthetic Scars and a Six-Pillar Critic.

I've had this conversation more times than I'd like to admit. I raise a technical question in a...

Status: Promise delivered ✅ The Doors Are Open A little over a month ago, I published...

An agent skill goes stale in six separate ways while its checks stay green. A step by step guide to measuring that drift and closing it with a feedback loop, using one publishing skill's own audit.

Table of Contents How This Started Feature #1: Articles (or the Lack of Them) The...

The incident that never shows up in your deploy log Here is a scenario that's easy to...

How I pair-programmed with Google Antigravity powered by Gemini 4 Argon to build a zero-dependency Go TUI and OpenTelemetry/Prometheus observability stack for Oracle Databases and Linux SAN storage.

Recap: The Five-Stage Evolution from Local Prototype to Cloud Production-Grade AI...

Serverless DuckDB on Google Cloud, in your own project. Files on GCS, tables in BigQuery (read and write), what I measured, and what I learned.

We hear it all the time in tech. Everyone starts somewhere. There are no stupid questions. Don't be...

Picture this. It's a few weeks from now. GPT-6 goes GA on Google Cloud. Five teams in your company...

Leave a comment below to introduce yourself! You can talk about what brought you here, what you're...