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...
By Violet Gong, Gang Shu, and Shweta Joshi In our Engineering Energizers Q&A series, we highlight the engineering minds driving innovation across Salesforce. To...
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...
Copilot cloud agent now supports more than pull request workflows on GitHub Mobile, so you can keep work moving even when you’re away from your desk. Ask Copilo...
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...
!https://engineering.fb.com/wp-content/uploads/2026/04/Meta-Tech-Podcast-episode-84-Configuration-Safety-at-Scale.webp As AI increases developer speed and produ...
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...
Most repository-level code translation and validation techniques have been evaluated on a single source-target programming language (PL) pair, owing to the comp...
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...
'MARCH 24, 2026
The Challenge In 2025, the National Vulnerability Database published more than 48,000 new Common Vulnerabilities and Exposures CVEs. This surge reflects the gr...
LLMs used for code generation are typically guided by engineering constraints--technology choices, dependency restrictions, and architectural patterns--expresse...
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...
VS Code moved to weekly stable releases. This changelog covers releases v1.111 through v1.115, the releases we shipped throughout March and early April 2026. Th...
Assessing the effectiveness of REST API tests in black-box settings can be challenging due to the lack of access to source code coverage metrics and polyglot te...
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...
!Cover image for Goodbye S3 SDK! AWS Just Turned Every Bucket Into a High-Speed Hard Drivehttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gr...
Project Glasswing – AI‑Driven Vulnerability Discovery A bug in OpenBSD had been there for 27 years – 27 years of code reviews, security audits, version updates...
!Article illustrationhttps://dev-to-uploads.s3.amazonaws.com/uploads/articles/oz7qa78jg7lrz5gvbera.png The Setup Looking at a simple function: checkType from Bi...
'Who Developed HappyHorse‑1.0? The Behind‑the‑Scenes Story of the Open‑Source Dark Horse Storming the AI Video Generation Throne
The Problem: No Accountability in Multi‑Agent Pipelines Your orchestration works. Agents coordinate, delegate, and execute. But when something breaks, can you...
Copyright, Terry Bisson, 1991 Originally published in OMNI, 1991, and later featured in Harper’s and various online collections. The story has also appeared in...
Release Highlights - Gemma 4 is a family of state‑of‑the‑art open models designed for multi‑step planning and autonomous, agentic workflows directly on‑device....
Sora shut down April 26 2026. Grok paywalled. Runway killed free video. Adobe Firefly removed credits. Every AI tool you currently use is on borrowed time unles...
Grounding with Google Maps in a Multi‑Agent AI Concierge In the previous article we explored how to build a multi‑agent AI concierge using Angular and Google’s...
Eightfold, a talent‑intelligence platform, recently shared something remarkable: they used AI agents to achieve WCAG 2.2 AA compliance in two months—a task that...
