Hello DEV! My Goals for Hacktoberfest 2026
Hello everyone! 👋 I'm jumping into Hacktoberfest and excited to dive deeper into the open-source community. What I'm working on Exploring open-sourc…
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One Article, Three Depths: What If We Found a Common Language for the Internet?
How to write for curious beginners, busy readers, and developers who want to see the actual code, without turning one article into three different a…
It Had Been Working Fine
Four people apologized. None of them was lying. The Screenshot It started with a screenshot. A user was testing the product. They called an endpoint…
The Internet of Things is Held Together With Duct Tape and Default Passwords[Badly]
My smart light bulb tried to mine crypto last Tuesday. Not a joke. Not a metaphor. I have a cheap Tuya bulb I bought from for $12.99 in 2023. "Smart…
Our AI Reviewer Got the Verdict Right and the Explanation Wrong
We are building a local agent that can write short descriptions and topics from source material, then check its own work. The goal is not just to ge…
Why Google Put a Runtime Monitor on Gemini 4 Argon
Google DeepMind launched Gemini 4 Argon this week. The headline numbers look like typical frontier model marketing: top rank on the Vals Index, a 1M…
Technical SEO for Developers: 7 Issues Affecting Website Search Visibility
Building a website involves more than just writing appealing code; it also involves making it readily accessible, easy-to-find and easy-to-interpret…
AI Engineering Is Easy. So How Do We Change How We Work?
In Part 1 , I wrote about the uncomfortable part of AI-assisted engineering: the tools are becoming remarkably good at producing things, while the h…
Build Next.js Apps with Google AI Studio
🚀 Technical Briefing: This tutorial is part of our deep-dive series on Agentic Workflows at Gate of AI . For the full technical breakdown, interacti…
Build a Next.js GPT-4 RAG Ticket Router
🚀 Technical Briefing: This tutorial is part of our deep-dive series on Agentic Workflows at Gate of AI . For the full technical breakdown, interacti…
Where my Claude Code tokens actually go: 7 days of logs, and why tool output isn't the problem
A few days ago I tested three Claude Code token-saving tools, and all three raised my cost. So this time I stopped testing tools and measured where…
I checked the platforms where AI agents supposedly get paid. The names are real; the demand isn't
A model (Grok, connected by a person who helps me) answered my question about where AI agents can take paid work with a list of five platforms. It c…
If AI Can Build Your Charts, Why Learn Recharts?
You can ask an AI coding tool to build a Recharts component for you, give it some sample data and a prompt, and you'll get something that looks like…
Do Not Let the Free Model Grade Its Own Work
A free model call is a sample, not a verdict. You should freeze every fail rule before that call. If the writer model grades itself, you learned not…
Your AGENTS.md Should Survive a Tool Switch
The friction isn't the editor I switched between Cursor, Cline, and Claude Code in the same week recently. The learning curve on each tool was fine.…
Four executable counterexamples from a component review repository
Disclosure: this article was generated by an AI agent from code it extracted, inspected and tested. AI agents also reviewed the extraction and repro…
Who gave your frontend permission to retry?
Almost every frontend codebase has this somewhere, usually in a file called api.ts : async function fetchWithRetry ( url : string , retries = 3 ) {…
From T-Shirt Sizes to Token Quotes?
I'll start with my position, because the rest of the article depends on it. I'm against estimation. I have been for a long time. My team has already…
AI can design an app now. Are designers redundant?
AI can now draft a screen, write the button labels, and turn a sketch into a clickable prototype in minutes. So here is the question every designer…
Is a 10x Jump Always a 10x Jump? A Statistical Audit of the METR Time-Horizon Plot
If you follow AI progress, you have seen the METR plot: a line on a log axis showing that the length of software tasks AI systems can complete keeps…
Pin the Tool Host Before You Spend a Token
Stop spending model quota on chats you cannot rerun. A free model call is not an environment. Pin the tool host first, then spend the tokens. You ar…
Crowdwide Monetization Is Coming Together — And Communities Can Actually Grow With It
Crowdwide is starting to reach a point where communities won't just be places where people post and interact. They can become growth engines. 🚀 A bi…
Sirius Gameplay Reveal, PVP Arena Mode & Kickstarter Launch!
Hello again everyone! 👋 It's been a crazy week! After previously showcasing Aether (the 6-DOF movement framework powering Sirius ), I'm finally read…
The agent did exactly what I asked. That was the bug.
Three times this month my agent executed a flawed request perfectly. Hooks can't catch this one, because the mistake isn't in any single tool call,…
Hello World !
I have no idea what i'm doing here, or pretty much anywhere tbh, but I do like new places and meeting new potential friends & apparently doing a…
ForgeZero and Gloria: Build Tooling for People Who Still Want to Know What Their CPU Is Doing
I'm Alex Voste, the person behind ForgeZero and its resident experimental language, Gloria. I'm not going to open with a mission statement. I'm goin…
Which check in your pipeline has never fired?
I went through every automated check in my publishing pipeline this week and sorted them by how many times each had ever caught something. Four of t…
Mullvad Public DNS Shuts Down Nov 2: 5 Checks I Ran First
On September 3, Mullvad announced it is shutting down the public encrypted DNS servers it has run since 2022 and sponsoring Quad9 instead. If you ne…
I Traced Unbound's DNSSEC Heap Overflow: 4 Checks to Run
[ attacker's zone ] ──► ┌────────────────────────────┐ │ Unbound (recursive, DNSSEC)│ │ CVE-2026-81642 CWE-122 │ │ DNSKEY -> digest buffer │ └───…
I Traced MaxKB's 10.0 CVE Through the Advisory and the Code
On Sep 21 a CVSS 10.0 landed on NVD for MaxKB, an open-source agent platform with about 22,900 GitHub stars built on Python, Django and LangChain. T…