Longtime Slashdot reader AmiMoJo shares a report from the Guardian: Households will be called on to boost their consumption of Great Britain’s record renewable...
Introduction In this project, I built a Voice‑Controlled Local AI Agent that processes audio input, identifies user intent, executes corresponding actions, and...
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Data Engineering is Architecture, Not Just Syntax Cursor is brilliant at generating boilerplate code. If you need a quick Python script to hit a REST API, or t...
Why Your ESP8266 LED Strip Flickers When WiFi Is On !WiFi Controlled Desk Lamp projecthttps://media2.dev.to/dynamic/image/width=800,height=,fit=scale-down,grav...
Why the page exists at all A dedicated status surface answers questions support should not have to carry alone: Is this widespread? Is it us or an upstream? Wh...
Study Overview An anonymous reader quotes a report from the New York Times: many scientists have contended that humans have evolved very little over the past 1...
The Problem: 100‑250 ms Middleware Tax Our Node.js Express backend had a dirty secret: before any route handler ran, the middleware stack consumed 100‑250 ms....
Six months ago I started paying attention to how developers talk about AI agents they've built and shipped. Something came up again and again. They'd describe w...
Claude Mythos Cybersecurity Model Claude Mythos is available as a gated research preview on Amazon Bedrock. Access is limited to “allowlisted organizations” th...
Authentication & Rate Limiting - No rate limiting on register/login routes → added IP‑based limiting. Authorization - Missing auth middleware on several API en...
Overview Boston Dynamics has integrated Google DeepMind into its robotic dog Spot, giving it more autonomous reasoning for industrial inspections like spotting...
!CVE Reportshttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2F...
I've been paying $200 / month for Claude Code Max since January—unlimited use, never really thought about the actual cost. Last week someone on r/ClaudeAI menti...
Introduction The acquisition signals that agent quality is no longer judged only by fluency – it is judged by whether organisations can test, document, and gov...
Announcement Allbirds made a surprise announcement this morning: it’s pivoting from sustainable shoes to AI compute infrastructure, rebranding as NewBird AI af...
Overview I read an article about Byzantine fault tolerance last week. Three paragraphs in, I hit “quorum‑based consensus” — a phrase I could gesture at but not...
Background A 63‑year‑old man in Norway was diagnosed with myelodysplastic syndrome a bone‑marrow cancer in 2018 and has been living with HIV since 2006. After...
Project Overview Reel Quick – a stack built with FastAPI, Next.js, ARQ, MongoDB, Redis, and optional GPU workers. The goal was to containerize the entire stack...
Introduction Chat platforms have evolved far beyond simple messaging tools. They are increasingly treated as notification sinks and, more importantly, as syste...
AI agents are everywhere. Last June, 31% of you said you were using themhttps://survey.stackoverflow.co/2025/ai/ai-agents. Since then, they’ve graduated from au...
Hello, I am going to be pausing my 100 day python challenge to start learning about cyber security as that is the field that has interested me for months and I...
Introduction A typical 42U server rack with a 10 kW IT load generates enough heat to warm a 1,500 ft² home in winter—yet many engineers treat cooling calculati...
Bad Code vs. Expensive Code Bad code is obvious. You see it in the review, fix it, and move on. Expensive code looks fine, passes the review, ships, and then c...
Introduction I know—another one. But hear me out: the reason I built SynapseKit is specific, and it might be the same reason you've been frustrated too. Why Ex...
Introduction Midnight is a data‑protection blockchain that uses zero‑knowledge proofs ZKPs to enable private transactions. At the heart of this system are two...
Early AI Assistance Software engineering hasn’t just evolved. It has accelerated. In the last couple of years, the way we build software has changed more than...
Rothman Calls for Shorter Pre‑Show Trailers and Ads Sony Pictures chief Tom Rothman urged theater owners to cut down the roughly 30 minutes of trailers and ads...
Introduction 500K+ AI agent wallets exist on x402. Stripe launched machine payment protocols. Google announced AP2. The infrastructure for autonomous AI commer...
The Problem Most code quality tools count lines and cyclomatic complexity. That's useful, but it misses the deeper problems: architectural drift, knowledge sil...
Introduction I've been trying to publish 22 skills to Claw Mart for the last few days. The API itself is clean and well‑documented; the blocker was that my acc...
Introduction Over the last year our teams have been learning about psychological safety—the belief that on teams it’s okay to speak up with concerns, questions...
Hiring for Empathy At Focused Labs, collaboration is key to how we work together; it helps our teams learn from each other, brings us closer, and makes us more...
Overview When I built Pocket Studio, my goal was simple: provide high‑quality Text‑to‑Speech TTS that runs locally on a CPU. “High quality” can mean different...
If you've ever tried reading manga in Japanese, you probably know the pain. Most tools force you to take screenshots, upload images, and wait for translation, c...
The Problem with SHAP in Production Most explainable AI setups are fundamentally broken in production—not because they’re inaccurate, but because they’re too s...
The Problem A few months ago I kept doing the same dumb thing: I’d open my editor, ask an AI to help with one small task, and then keep working like nothing ha...
Introduction Model Context Protocol MCP servers are changing how AI agents interact with external tools and data sources. In this article, we'll explore why yo...
!Cover image for How Autonomous AI Agents Become Secure by Design With Docker Sandboxeshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravi...
About Me 👋 Hello Dev.to! Hi, I'm Umitomo 🐠 from Japan 🇯🇵. I work as an in‑house systems engineer, focusing on IT infrastructure and security. Current Learn...
!Cover image for Runbook Automation: From 45-Minute Fixes to 90-Second Recoverieshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=aut...
Introduction I've been building a small file‑sharing tool called SimpleDrop. The frustration I encountered while trying to manage files in existing cloud stora...
Overview Anthropic’s new Claude Code routines resemble a scheduling feature, and that description is technically correct. Claude Code is evolving from an inter...
Overview A few hours ago, Anthropic released an epic update: Claude Code Routines. Claude Code has officially evolved from a “local CLI assistant” into a 24/7...
Overview Most Pomodoro apps are just a countdown. This one logs every session with a category, persists the data to localStorage, and shows weekly stats as CSS...
Overview Google is rolling out a Chrome feature called Skills that lets users save Gemini prompts as reusable one‑click workflows they can run across multiple...
Project Overview A Chicago concert superfan, Aadam Jacobs, has recorded more than 10,000 shows since the 1980s. He is working with Internet Archive volunteers...
