HiDNS was not a project that was carefully “designed” from the very beginning. Instead, it was a path I gradually found myself on, pushed forward by real proble...

Engineering a Zero‑Trust Local LLM Cluster The initial Phase 6 Edge Cluster was built using the Stripe SDK for token metering and webhook synchronization. The...

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markdown !Cover image for I Use One MCP Endpoint for ChatGPT, Claude, Gemini, and Cursorhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,grav...

Introduction Amber is a next‑generation voice assistant built for the OpenClaw ecosystem. It goes beyond a simple voice interface, offering a full‑stack, produ...

Rule 1 You can't tell where a program is going to spend its time. Bottlenecks occur in surprising places, so don't try to second‑guess and put in a speed hack...

Artificial intelligence has moved from pilot projects to boardroom priority. But as enterprises scale AI, especially generative AI, they are discovering a hard...

Introduction With a Datadog implementation planned for an upcoming project, I recently took the Datadog Fundamentals exam to build a solid foundation. As an ap...

Problem Overview Most AI browser automation fails immediately: Cloudflare blocks it, DataDome flags it, CAPTCHAs appear, and the agent gets stuck. Stealth Brow...

Logika Manual - Analogi lampu dan saklar. - Dua saklar seri membentuk logika AND kedua saklar harus menyala agar lampu hidup. - Saklar paralel membentuk logika...

Everyone's talking about AI Agents. But there's a question most people skip over: Where does the Agent actually run? Text generation, summarization, reasoning...

Gartner’s New Guardian Agents Market Gartner published its first‑ever Market Guide for Guardian Agents and named Orchid Security as a Representative Vendor. Th...

!Nightingale/logo.png Turn any song into karaoke. A self‑contained party game that separates vocals, transcribes lyrics, and plays it all back with word‑level s...

The problem Modern AI agents make decisions, call tools, and run complex pipelines — but their logs are mutable JSON files. You can't prove what actually happe...

Long before smartphones, satellites, and the internet, people were already sending messages across vast distances in seconds. The technology that made this poss...

Location Remote Type Full-time About Ndea Ndea is building AGI systems that depend on search guidance. We're hiring hands‑on researchers/engineers to drive our...

Overview s3syncy is a cross‑platform daemon that keeps your local files in sync with Amazon S3 in real‑time. Features - Real‑time file watching + periodic full...

Leanstral – Open‑source Agent for Trustworthy Coding and Formal Proof Engineering Score: 73/100 Verdict: SOLID Source: Hacker News Leanstral is Mistral AI’s ne...

Article URL: https://claude.ai/public/artifacts/a62c4bac-3c05-4443-9d0a-50a9bd3f9d8d Comments URL: https://news.ycombinator.com/item?id=47422022 Points: 16 Comm...

We have a challenge with SSH. Every VM has a standard URL that we use for both HTTPS and SSH, e.g. undefined-behavior.exe.xyz. Just as you can type the domain i...

!Cover image for 🛡️ Protecting Your Code and Methodology in the Age of AI: Introducing RCF Protocol v1.2.7https://media2.dev.to/dynamic/image/width=1000,height...

SnapAPI + Zapier Integration Guide Automate screenshots, metadata checks, and OG audits — no code required. What You Can Automate Zapier connects apps with “if...

Content marketers and bloggers spend hours writing SEO‑optimized articles. I built WriteKit to cut that down to 60 seconds. Enter a keyword and select your pref...

Week of March 10–17, 2026 The AI coding‑agent race shifted up a gear this week. New model rankings dropped, the MCP roadmap got a major public update, and a blu...

Building a macOS Desktop Agent with Claude Here is something that sounds circular but actually works: using an AI coding assistant to build an AI desktop agent...

Overview We applied information geometry, algebraic topology, and stochastic dynamics to AI‑agent memory. - 74.8 % on LoCoMo with data staying local – the high...

Why a Separate MCP Server for Every Mac App Is Overkill The Model Context Protocol MCP is great for connecting AI agents to external services, but when it come...

!Cover image for Welcome Thread - v369https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads....

If you have used Claude to build a React app, you know it is remarkably good. Drop in a description, get working code. But try building a native macOS app in Sw...

If you’ve ever wanted to turn music into a visual — and get paid for it — here’s how I built and shipped exactly that in a week. A week ago, I had a working Thr...

Why a Website Matters Look, I get it. The foundations of the internet are broken and we’ve somehow gotten to a place where having a website is either expensive...

If you've been doing healthcare integration work for any amount of time, you've probably tried asking ChatGPT or Claude to help you write a Mirth transformer. A...

Alibaba Cloud & Datadog Open‑Source OpenTelemetry Go Tool Alibaba Cloud and Datadog jointly released an open‑source OpenTelemetry Go tool that enables zero‑cod...

markdown !Douglas Walsethhttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com...

Every time I open a new Claude Code or Cursor session, I spend the first 10 minutes explaining my project. - “We use PostgreSQL because…” - “Auth is JWT with 24...

When I started working with Snowflake Cortex Analyst, I assumed the hard part would be getting the system to answer questions correctly. It wasn't. The hard par...

Introduction As artificial intelligence AI, high‑performance computing HPC, and cloud services continue to scale, data‑center networks are under unprecedented...

!Cover image for Bridge ACE: Run AI Agent Teams on Your Machinehttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/http...

Most multi‑agent frameworks coordinate through files, function calls, or HTTP requests. Bridge ACE uses a dedicated WebSocket server as the primary communicatio...

Article URL: https://www.treasurydirect.gov/help-center/public-debt-faqs/ Comments URL: https://news.ycombinator.com/item?id=47420307 Points: 5 Comments: 0...

Prerequisites - Python 3.10+ - tmux sudo apt install tmux on Ubuntu - At least one AI CLI installed: - Claude Code: npm install -g @anthropic-ai/claude-code -...

Batch Scraping at Web Scale: Making Reliability the Default ================================================================= > At scale, scraping does not fail...

!Cover image for AI Agents Ship Bugs Faster Than You Can Fix Themhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/ht...

markdown !Wu Longhttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploa...

I Ran the PTO Algorithm for Every Year Through 2030 — Here’s When to Take Off Now Most vacation‑planning articles tell you what to do this year book Memorial D...

Deja de escribir prompts como un mono Felicidades. Has descubierto que ChatGPT puede codificar más rápido que tú. Ahora crees que la programación ha muerto y q...

Most cloud portfolio projects look like this Spin up an EC2 instance, deploy a web app, take a screenshot. Done. That tells a hiring manager you can follow a t...

Overview MLForge is a visual, drag‑and‑drop application for building machine learning pipelines without writing code. It’s aimed at anyone tired of repetitive...