Somewhere along the way, productivity software stopped being something you buy and started being something you rent. You want an AI note‑taker for your meetings...
Background At GDC 2026, NVIDIA released a path‑tracing fork of Godot, the open‑source game engine. The fork is hosted on GitHub under the MIT license and is no...
Hey dev community 👋 As the agent ecosystem keeps growing, a common pain point is having to rebuild the same business API or proprietary data in multiple format...
My Journey with Autentico and AI‑Assisted Security Testing I built Autentico, a self‑contained OAuth 2.0 / OpenID Connect identity provider in Go. I took spec...
Overview The Travel Data Platform API provides three core capabilities: - Search – filter flights by origin, destination, airline, price, etc. - Analytics – ag...
The Feature Factory Trap About six months ago, Acrutus was stuck. Like many technical founders, we had fallen deep into the “Feature Factory” trap. We were bui...
!https://9to5mac.com/wp-content/uploads/sites/6/2026/04/app-store-connect-ios.webp?w=1600 Thanks to the new possibilities afforded by AI coding tools, the App S...
!Cover image for eBPF in Production Kubernetes: Ditch Your Sidecars in 2026https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,form...
Today Nevermined announced the integration that many fintech and crypto developers have been waiting for: a unified commerce layer that gives AI agents both del...
Here's what changed. A while back, our team had a problem that looked like a success: we were shipping constantly. PRs merged daily, features going out every we...
My first impression of SageMaker When I first came across Amazon SageMaker, I assumed it was one of those AWS services that made more sense to data scientists...
🎧 Real‑Time Audio Stress Monitor for Developers We’ve all been there: a production incident hits at 4 PM on a Friday, or a “quick” code‑review change spirals...
The Problem 19 – that’s the number of major EU regulations a tech company must juggle today: - GDPR - NIS2 - AI Act - Cyber Resilience Act - DORA - DSA - DMA -...
Background A group of new accounts on the prediction market Polymarket made highly specific, well‑timed bets on whether the United States and Iranhttps://www.t...
Every few years, someone declares that cybersecurity is ending. The latest version frames AI‑assisted remediation as the beginning of a world where software qua...
Background Anthropic's Model Context Protocol MCP reached 97 million installs on March 25, 2026, with every major AI provider now shipping MCP‑compatible tooli...
'The 39‑Point Gap Across 240 scans March‑April 2026, the median scores by category were: | Category | Median Score | |
Problem Overview Last Tuesday, a “harmless” coding agent in staging opened a PR, fetched secrets from the wrong environment, and kicked off a deploy it was nev...
I Built an AI Rental Management Platform for My Brother. Here's What Actually Happened !Cover image for I Built an AI Rental Management Platform for My Brother...
The bill that started it all IONOS sent me a 120 Euro invoice—two domains at 42 Euro each, plus some items I thought I had cancelled months ago. I paid what I...
Overview I built this because I was interested in the data. I didn’t fully get it to what I wanted, but thought I’d share it nonetheless. Maybe someone has bet...
The Real Cost of Business Process Automation > “Every automation project starts with a time‑saving estimate. Rarely does anyone build a full cost model before...
!Cover image for My First Step Into Cloud Computing: What I Learned on Day Onehttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,f...
The Four Trees of Technological Progress The popular essay “The Four Trees” offers an original lens through which to view technological progress. According to...
The Pattern Andrej Karpathy published a gist called “LLM Wiki” describing a pattern that’s been bouncing around my head for a year. Instead of dumping document...
Introduction The modern web demands more than static content. Users expect intelligent, responsive applications that can process data directly in their browser...
A lot of MCPhttps://modelcontextprotocol.io/ servers I see in the wild look like this: python @mcp.tool async def get_thingid: str: resp = await httpx.getf'htt...
I was building a distributed system — micro‑services, message queues, shared schemas, the works I tried every AI agent I could find: Cursor, Claude Code, Codex...
The Problem AI agents forget everything between sessions. Claude Code uses MEMORY.md files with a 200‑line limit, no search, and no validation. After months of...
This week, across MSP, property management, bookkeeping, and consulting threads, the same complaint appeared in different words. A property management operator...
Beyond broken links, the architecture of Zenzic “The Sentinel” focuses on securing documentation pipelines. Core Philosophy: “Lint the Source, not the Build” Mo...
Background I kept opening Claude Code and wishing it had a real UI. Claude Code is, in my opinion, the best coding agent available right now, but every time I...
The Problem: We Have Visibility, Not Understanding Most AI debugging tools show you everything — except why your system failed. You can see: - LLM calls - Tool...
Problem Online shopping is fantastic. A few clicks and you've ordered almost anything from anywhere. But I've noticed a huge uptick in the volume of emails rel...
What you’ll build Telegram message received ↓ Security check your ID only ↓ Route by message type voice / text / image ↓ Fetch actual audio file from Telegram...
The old way ships a password with every deploy. Workload Identity Federation makes that the last problem you'll ever have. For a long time, I thought I was doin...
If you try to screen share or record a JioHotstar cricket stream, the video often goes pitch black, while playback controls, the app chrome, and system navigati...
Clinical Note De‑identifier API De‑Identify Clinical Notes Before AI Processing A privacy‑first API for healthcare developers building LLM, analytics, and sear...
Problem Everyone’s shipping agents right now—ReAct, tool‑calling loops, etc. They look great in demos, but the billing dashboard the morning after tells a diff...
Overview This article examines the real costs of self‑hosting OpenAI's Whisper versus using AssemblyAI's managed API. It explores the trade‑offs between infras...
Introduction {introduction} Democratic governance depends on the ability of people to deliberate together about the decisions that affect their lives. For most...
Article URL: https://www.ft.com/content/02aefac4-ea62-48db-9326-c0da373b11b8 Comments URL: https://news.ycombinator.com/item?id=47690434 Points: 11 Comments: 6...
Introduction The default posture in technology development is forward motion: ship the feature, scale the product, iterate later. In most domains, this instinc...
Introduction I doubled my API Gateway… and my system crashed twice as fast. 🚨 Sounds impossible? That’s exactly what I thought too. Within minutes of deployin...
Overview I built a self‑hosted task/ticket manager that runs as a single PHP file with SQLite. It requires only PHP 8.1+ and works on shared hosting, local Win...
Creating the Game PvP‑AI is a recreation of an 8‑bit game I wrote back in 1990. The only traces left of the original are a few drawings and handwritten notes....
Introduction to agentic coding in the IDE Cursor has been at the forefront of this transformation. As of February 2025, the company unified its interface aroun...
Prediction I have been waiting for the thing that comes after Opus. Here is my prediction: Crypto ends here. Thesis Imagine keeping your hard currency on the f...
