Gemini 3.1 Flash Live Preview + VideoSDK Google’s most capable real‑time voice and audio model yet If you’re building AI voice agents, conversational apps, or...
pardus-browser A headless browser built for AI agents. No pixels, no screenshots — just structured semantic state. bash $ pardus-browser navigate https://examp...
TL;DR A side‑project called dot‑transcriber that lets me turn voice messages into structured notes Obsidian‑style and feed them into an AI “second brain” durin...
The Story I built a SaaS landing page. Then I deleted half of it. Not because it was ugly – it wasn’t. It had all the classics: scrolling logo clouds, “10,000+...
I just wanted to write a blog. That’s it. No scaling requirements, no users, no revenue—just a place to write. Naturally, I built a 3‑node Kubernetes cluster o...
The Model Context Protocol has transformed how we connect AI to tools. But connecting agents to tools is only half the battle — connecting agents to each other...
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The Problem More automations running. More agents deployed. More pipelines humming in the background. I run about a dozen automated jobs—daily briefings, propo...
Article URLhttps://geohot.github.io//blog/jekyll/update/2026/03/31/free-intelligence.html Comments URLhttps://news.ycombinator.com/item?id=47584304 Points: 17 C...
TL;DR: Harness engineering is the layer above context engineering — you build the system documentation, standards, quality checks, tool configs that lets AI run...
TL;DR I built portal-tunnel, which exposes a local server with a public HTTPS URL without trusting the relay. It combines SNI passthrough, relay‑backed keyless...
!Cover image for 1Password & Dotenvx Toolhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploa...
The Problem With “Debug This” > Paste broken code into ChatGPT and type “fix this” and you’ll often get a fix for the wrong problem. > The AI makes an assumpti...
Before & after What changes when your AI has these skills Login security Without skills Your AI builds a custom login system from scratch — 200+ lines of code...
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markdown !ByteDance Open Source profile imagehttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uplo...
'markdown - Backgroundbackground - Resultresult - Learninglearning TODO – Add other headers
We’ve all been there: you’re building a killer AI agent that automates complex workflows, and then the realization hits—where is all that sensitive data actuall...
Founders RamAIn was founded by Shourya Vir Jain CEO and Vansh Ramani CTO, who met at IIT Delhi and dropped out to build AI-native automation for enterprise wor...
Google DeepMind just released a browser that generates entire websites from a single sentence. You type “a guide to watering my cheese plant,” and Gemini 3.1 Fl...
Welcome to Part 6 of my Lightning Anchor Fee Outputs Series In the previous articles we built the entire backend for a Lightning‑powered CPFP fee‑bumping servi...
Every year, healthcare organizations spend billions on compliance. Auditors review policies. Security teams run vulnerability scans. Certifications get renewed...
The Problem You know what's funny about “free” AI coding tools? They're not free. Codex CLI says it uses your OpenAI credits — and those run out fast. Claude C...
!Illustration of Ollama standing beside a fast car that can be run both as a daily driver and go on to win races. Ollama is here to demonstrate high performance...
Six weeks ago, we started an experiment: could a team of AI agents autonomously build, deploy, and improve a portfolio of utility websites — with one human onl...
Introduction Imagine this: it’s a Friday evening. A P0 alert drops on the channel. A core module just silently failed in production. You open the repo, find th...
Your AI agent can draft emails, search the web, summarize a 40‑page PDF, and write code. Then someone asks it to “find a time with Sarah and James next week” an...
Six weeks ago I gave my AI assistant a memory. It worked—no more re‑explaining the project every session, and bugs stayed fixed. Then it followed an outdated ru...
Wallet‑as‑a‑Service WAIaaS for AI Agents When your AI agents manage real money, custody is critical. Hosted wallet services hand over private keys to a third p...
!Cover image for I built a free compliance scanner because the enterprise ones cost more than my renthttps://media2.dev.to/dynamic/image/width=1000,height=420,f...
The Setup MCP Model Context Protocol lets AI agents call external tools. Instead of just reading files and running bash, the agent gets structured access to AP...
Edits have been added to provide additional clarity as of 00:00 UTC, in addition to an update to the title for accuracy. Railway experienced an incident where C...
Overview ContextZip is a fork of RTK Reduce Toolkit, a Rust CLI that strips ANSI codes and deduplicates output. It is released under the MIT license, allowing...
Most homelab disasters follow the same pattern You notice something's wrong when it’s already too late: a drive fails silently, your Plex server has been down...
Works with Matter – Why It Matters for Your Smart Home You've probably seen “Works with Matter” on smart‑home product boxes by now. Maybe you ignored it, assum...
!Cover image for I used AI to help build my resume and beat 2,000 applicants — here's howhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gra...
AI-generated 3D‑printable pegboard toy from a hand‑drawn sketch. What I gave AI What it gave me !Hand‑drawn pegboard sketchhttps://github.com/virpo/pegboard/raw...
Introduction NornicDB is a Neo4j‑compatible graph + vector database with MVCC, auditability‑oriented features, hybrid retrieval, and a strong bias toward perfo...
Introduction A few weeks ago I set myself a challenge: run Immich — a full self‑hosted photo management platform — natively on an Android phone, without Docker...
Solo dev, no funding, one app that needed to work offline and think online Why the architecture ended up the way it did. I spent the last several months buildi...
TL;DR Claude has a real speed problem for our team — but mostly in TTFT, not in raw decoding speed. - TTFT p50: 4.2 s – 6.8 s - TTFT p90: 14.5 s – 28.1 s - Cla...
!Francisco Perezhttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fupload...
Article 30u30.fyihttps://30u30.fyi Discussion Hacker News commentshttps://news.ycombinator.com/item?id=47580350 Points: 23...
Artemis: How NASA's Return to the Moon Is Redefining Space Exploration in 2026 For the first time in over 50 years, humans are about to leave Earth orbit. NASA...
Posted by Matthew Forsythe, Director of Product Management, Android App Safety !Android Safety Blog Headerhttps://blogger.googleusercontent.com/img/b/R29vZ2xl/A...
Abstract The “AI singularity” is often miscast as a monolithic, godlike mind. Evolution suggests a different path: intelligence is fundamentally plural, social...
Problem Overview A lot of people I speak to don’t realize that their tickets are now prompts, and if we continue using them the way we used them pre‑AI, they w...
Building a Production AI Agent on AWS Not a demo, not a proof‑of‑concept – a real system with persistent memory, guardrails, CI/CD pipelines, and users who dep...
