Introduction If you were on Hacker News yesterday, you saw it: a detailed post‑mortem from a merchant who lost thousands of dollars to friendly fraud — custome...
Logging Probabilistic Forecasts for Option‑Pricing Models If you ship a probabilistic forecast, the single highest‑value habit you can build is logging your fo...
!Article imagehttps://dev-to-uploads.s3.amazonaws.com/uploads/articles/989tsu88kkq3xvlco6w7.png Most people trying to run Mixtral or DeepSeek‑V3 locally hit the...
Background Aerodynamic drag is a major barrier in high‑speed airplanes, automobiles, and bullet trains because a design with less drag allows the vehicle to mo...
The Problem We Were Actually Solving The engine began as a single Elixir cluster running on nine beefy bare‑metal nodes in Frankfurt, each with 256 GB RAM and...
I vibe‑coded my way through three months of Claude Code projects before I admitted something was off. The code worked, mostly, but I kept losing hours to the sa...
Background After loading 157 skills in 12 days, I realized I had zero visibility into whether I was using them efficiently. Most AI agent demos look magical be...
MartinLoop is an open-source control plane for AI coding agents. It adds hard budget stops, JSONL run records, and verify‑gated completion so autonomous coding...
What are MUDs and why are people still playing them? ! https://leonardo.osnova.io/e5109a49-2d0e-57c2-a21b-79a550a6486e A MUD Multi-User Dungeon is a multiplaye...
Chapter Integrity in AudioProducer.ai A chapter is the smallest unit a listener actually navigates. Listeners may open an audiobook in the middle of Chapter 7,...
A “Rare” Bug That Looks Intermittent but Is Actually Deterministic It’s just waiting for your pods to scale. I recently dealt with a textbook concurrency issue...
_This article is a deep‑dive from JudyAI Lab — an AI engineering playbook series with 100+ published guides, 5,000+ weekly readers across 60+ countries, focused...
Giving an AI Agent Persistent Memory Sounds Simple Store facts. Recall them later. How hard can it be? Three weeks and six providers later, I have opinions. Th...
Overview From a napkin sketch to a data‑driven real‑estate investment advisor in under 40 minutes. I tested Google’s Antigravity 2.0 together with Gemini 3.5 i...
Introduction I got tired of translating Figma screens and UI screenshots into JSX before I could touch any real frontend work—routing, state, architecture, the...
Who This Is For Use this when you want to understand a company from primary sources without letting an AI model invent confidence. The goal is not to decide wh...
'“In the field making money, in the office wondering where the hell it went.” — Adam Cooley, HVAC owner comment on a Facebook poll, last week
TL;DR — jhipster-mcp is an open‑source Model Context Protocol MCP server that lets an AI agent generate and evolve JHipster applications for you. Describe what...
About the Role Looking for a Founding Engineer to join me in building an AI startup in the finance space. I’m building TaxCopilot, focused on AI systems and wo...
markdown Copy Job CDC with SQL estate is now generally available in Microsoft Fabric Data Factory Originally published at shai‑kr.github.io/data‑ninja‑ai‑lab/bl...
Background Hobbyist CNCDan is building a real‑world version of Windows' classic 3D Pinball – Space Cadet. The project uses 3D‑printed flippers, bumpers, LEDs,...
!Cover image for 🎤 Building a Real-Time Voice AI Assistant Using Open Source Toolshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=a...
Problem Job applications are brutal. Company research, CV tailoring, cover letter writing, and interview preparation each take 45–60 minutes. Multiply that by...
It happened on a Tuesday I asked my AI coding assistant to explain a function I'd written three months earlier. It described a function that doesn't exist. Not...
Generic tech DD templates miss what actually kills deals in 2026: AI claims that aren't production‑grade, architecture that won't survive 2× traffic, and engine...
!Cover image for Run your first AI agent in Java — for free, with Mistralhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format...
Overview Anthropic reports that its Claude Mythos model has discovered thousands of severe vulnerabilities across more than 1,000 open‑source software OSS proj...
Most Organizations Build GRC Programs in the Wrong Place They evaluate platforms. They assign analysts. They map controls to a framework and document everythin...
TL;DR: A single‑file Python CLI tool that checks native and token balances across Solana, Ethereum, BSC, and Polygon using public RPC endpoints. No pip install...
The Problem We Were Actually Solving The real pain wasn’t disk size; it was cognitive load on level designers. Every hunt lived in a separate fork of the same...
Spain has temporarily blocked Polymarket and Kalshi while it investigates whether the prediction‑market platforms are violating gambling laws by operating witho...
Interactive Schema Sandbox The full article includes a live interactive schema sandbox where you can switch between 3 real constraint schemas and watch the Gem...
Software will absorb the contract review process within the next few years. Not the negotiation or the decision‑making, but the mechanical work of reading throu...
!AMTP agent markdown transfer protocolhttps://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to...
A Deep Dive into Building BSBFinder.com – A Free Australian BSB Number Lookup Tool Every Australian bank transfer requires a BSB number — a 6‑digit code identi...
!Cover image for The Vibe Tax: How Unvalidated AI Code Is Flooding the Market and Driving Up Technical Debthttps://media2.dev.to/dynamic/image/width=1000,height...
What is MCP? MCP Model Context Protocol is a protocol that allows AI models like Claude to interact with external tools and systems securely. In simple terms,...
Freeing Port 53 Ubuntu’s systemd-resolved binds port 53 by default. Stop and disable it before deploying Unbound. bash sudo systemctl stop systemd-resolved sud...
Overview Prometheus is an open‑source systems monitoring and alerting toolkit that scrapes targets over HTTP and stores time‑series metrics in a local TSDB. It...
Set Up the Directory Structure 1. Create the project directory structure bash mkdir -p ~/grafana-monitoring/grafana-data cd ~/grafana-monitoring 2. Set ownersh...
Overview MongoDB is an open‑source NoSQL document database that stores data as flexible BSON documents and scales horizontally through sharding. This guide dep...
Passbolt CE is an open‑source, end‑to‑end encrypted password manager built for teams, with browser extensions and a web interface for secure credential sharing....
Set Up the Directory Structure 1. Create the project directory bash mkdir -p ~/openwebui/data cd ~/openwebui 2. Create the environment file bash nano .env Add...
Prerequisites - Ubuntu 24.04 minimum 2 GB RAM, 4 GB recommended - Docker + Docker Compose installed - A domain name pointing to the server - Installation ID an...
Overview GitLab CE Community Edition is a complete, open‑source DevOps platform that combines source code management, CI/CD pipelines, security testing, and pr...
The History of Computer Programming The history of computer programming is a long journey in abstraction. Fifty years ago, writing a program meant punching hol...
Runtime governance for autonomous AI workflows is becoming framework‑native. Over the last few weeks we’ve been exploring a problem that increasingly shows up o...
!Cover image for Node.js wants to ban AI-generated code. They should.https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=aut...
