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Latest Articles
A free anonymous AI model called Pixel Canary is quietly beating Copilot rivals on Next.js code
4+ hour, 28+ min ago (244+ words) Pixel Canary, a free anonymous AI model distributed through Vercel's AI Gateway and coding tools like Cline, ties GPT-6 Astra and beats Kimi K3 on Vercel's own Next.js benchmark. Its maker remains unconfirmed, though tokenizer analysis points to a possible…...
OpenAI Flags AI Agent's DNS Escape in 15 Minutes [2026]
6+ hour, 15+ min ago (354+ words) OpenAI’s report states plainly: “All training, evaluation, and inference with tool-use (defined broadly) of our most capable models remain paused.” That is a broad, company-wide operational decision triggered by what began as a single flagged training run, and it signals…...
From HTML to JavaScript: My Learning Journey
28+ min ago (486+ words) Every developer starts somewhere. This is the story of how I began learning HTML, CSS, and JavaScript, and the lessons I've learned along the way Technology has always fascinated me, especially websites and how they are built. When I started…...
Mailcow vs Stalwart vs Mailu at 10,000 Mailboxes: What Holds Up in Production
23+ min ago (238+ words) What you get for that memory is a lot. SOGo gives users webmail, calendars, contacts and Exchange ActiveSync out of the box, which matters if you're replacing Exchange for people who live in Outlook on their phone. Mailbox migration is…...
I built an async, self-improving AI coding agent that never leaves my machine. Now it runs in my browser, on my phone, and learns from its own work.
28+ min ago (584+ words) Every AI coding tool I tried had the same fine print. It runs commands on your machine. It reads files on your machine. It feels local. Then you check where the model lives, and it's on somebody else's server. Every…...
Kubernetes - Day - 07 - Questions Docker ( 1 to 6 )
23+ min ago (20+ words) 1. Install Docker on your local machine. Verify the installation by running the hello-world... Tagged with devops, docker, kubernetes, tutorial....
Your RAG Searches by Meaning. But What About Exact Words? Meet BM25
20+ min ago (438+ words) Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your... Tagged with algorithms, llm, rag, search....
Why Instagram labels your real photo "AI info" (and how to see the metadata behind it)
30+ min ago (286+ words) The label usually isn't about the pixels. It's about metadata the editing tool wrote into the file. Once you know where it lives, you can see it in seconds, and remove it without touching the image. Meta has said it…...
LocalBusiness Schema for Multi-Location Sites: A Practical JSON-LD Pattern
37+ min ago (367+ words) Here is a pattern that scales from five locations to five hundred. Use it on pages that represent a real, physical place customers can visit or that serves a defined area. A store page, a clinic page, a branch page....
The five editing passes I run before anyone else reads the page
10+ min ago (378+ words) Most people edit by rereading. Rereading catches typos. It does not catch why the page isn't working. I edit prose for other people, in English and French. I only ever run five passes, one problem each, in this order. I…...