Mellum2 Goes Open Source: A Fast Model for AI Workflows
News Releases Mellum2 Goes Open Source: A Fast Model for AI Workflows Trained from scratch and designed for practical deployment, Mellum2 is built for routing, Q&A, sub-agents, and private AI use in software engineering systems. Today, we’re open-sourcing Mellum2, a 12B model engineered to solve the hardest parts of production AI: latency, throughput, and cost. […]
Stop Pasting Tokens: OAuth2 Login for JetBrains IDE Plugins
IntelliJ Platform Plugins Stop Pasting Tokens: OAuth2 Login for JetBrains IDE Plugins The moment a plugin needs account data, a simple API call turns into an authentication problem. The bad shortcut is familiar: ask the user to create a personal access token (PAT), make them paste it into settings, and hope it never leaks. For […]
How to Self‑Host an S3‑Compatible Object Store with MinIO on Your Staging Server (and Save Hundreds of Dollars a Month)
This article is a complete copy‑paste guide to running MinIO behind Traefik with HTTPS, custom domains, and pre-signed upload/download URLs — using only Docker Compose. Your production will keep using Fuente: Artículo original
How to Build an AI Support Agent That Knows When NOT to Answer Tickets
Most AI support agent tutorials show you how to wire up Retrieval Augmented Generation (RAG) and call it a day. Convert the docs into numeric vectors, pull the closest few passages to the user’s quest Fuente: Artículo original
How to Build Bluetooth Applications with Zephyr OS: A Handbook for Devs
Your phone just connected to wireless earbuds, your smartwatch synced health data to an app, and a sensor somewhere in your building reported its temperature to a gateway. All of those interactions ha Fuente: Artículo original
OpenAI frontier models and Codex are now available on AWS
OpenAI frontier models and Codex are now generally available on AWS, giving enterprises a new path to build with OpenAI through the AWS environments, controls, and procurement workflows they already use. Customers can get started with OpenAI on AWS and move faster from evaluation to production. Fuente: Artículo original
Building the infrastructure for the Intelligence Age in Michigan
OpenAI breaks ground on a 1GW data center project in Michigan as part of Stargate, building AI infrastructure to expand access, create jobs, and support communities. Fuente: Artículo original
Our views on AI policy and political advocacy
Our approach to AI policy and political advocacy, transparency, support for thoughtful regulation and AI safety, and that no outside political group speaks on the company’s behalf. Fuente: Artículo original
Astro Markdown Component Utility for Any Framework
In the previous article, I spoke about the why and how to use a Markdown component in Astro. Here, we’re going to expand on that and help you use Markdown everywhere — regardless of the framework you use. So, … Astro Markdown Component Utility for Any Framework originally handwritten and published with love on CSS-Tricks. […]
Tests Verify Behavior. ArchMind Verifies Architecture.
The bigger the application becomes, the harder it is to understand this flow. Most tooling doesn’t help much. PHPStan verifies types. Tests verify behavior. Code review focuses on diffs. But none of them answer a simple question: Did the execution architecture of this route change? For example: POST /orders Before: auth tenant middleware DB::transaction Order::create […]