Why AI Agents Drift Off-Task (And the 3-File Fix)
The Problem You set up your AI agent perfectly. A week later, it's ignoring rules you clearly stated. You haven't changed anything. What happened? This is cont...
The Problem You set up your AI agent perfectly. A week later, it's ignoring rules you clearly stated. You haven't changed anything. What happened? This is cont...
Tutorial Overview This tutorial demonstrates how to: - Create networking for AKS - Deploy an AKS cluster using Azure CNI Overlay - Deploy Azure SQL Database -...
Overview I’m writing this from Addis Ababa. While the world is talking about the latest LLM cloud features, 35 million students in Ethiopia are being left behi...
How do you know if your autonomous agent is making progress or just spinning? After running an AI agent in a 15‑minute autonomous loop for over 220 iterations,...
Article URL: https://www.lesswrong.com/posts/HQTueNS4mLaGy3BBL/here-s-to-the-polypropylene-makers Comments URL: https://news.ycombinator.com/item?id=47295040 Po...
Modern software tools promise a simple future: remove friction, increase velocity, ship faster. Autocomplete, AI copilots, instant scaffolding—everything is de...
Every year, organizations lose up to 9 % of their annual contract value due to poor contract renewal management. For a company managing $5 million in vendor con...
Introduction We've all been there. You push a massive 300‑line Merge Request, and within seconds an “AI Code Reviewer” bot leaves a dozen comments on your PR....
!Cover image for What Breaks After Your AI Demo Workshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2F...
The Numbers No Spin - Revenue: $9 total one internal test subscriber, a colleague at the company behind this project. - External paying customers: 0. - Page vi...
AI can write code very fast. Tools like GitHub Copilot, Cursor, and ChatGPT can generate functions, APIs, and even full features in seconds. But speed isn’t the...
Overview MCP Model Context Protocol lets AI assistants call external tools directly. This guide shows how to build a simple MCP server in TypeScript that extra...
Overview Every developer has dealt with messy, unstructured text—receipts, emails, resumes, and more. The valuable data is hidden in plain text, and traditiona...
Un viernes por la tarde, hace unos 14 meses… Desplegué la versión incorrecta de nuestro servicio de pagos en producción. No fue un error de código — fue un err...
Background Last week I spammed my only paying customer 12 times in 90 minutes. He replied: “Stop emailing me until I ask for a reply.” This is the post‑mortem....
I write a lot—blog posts, docs, READMEs—probably 2,000 words a week. Last month I let AI generate a few blog paragraphs. They looked fine, professional even, bu...
Codex OSS Credits, Drupal Patch Deadlines, and the Testing Questions That Expose Fragile Systems !Cover image for Codex OSS Credits, Drupal Patch Deadlines, an...
The Real Problem with Verbose Agents When an agent generates long, explainer‑style output for every task, it means one of three things: - The task definition i...
!Cover image for I Built a Desktop Tamagotchi Cat with AI Brain in Swift - and It Lives on My macOS Dochttps://media2.dev.to/dynamic/image/width=1000,height=420...
The first time I sat down and used Claude Code's Opus 4.5 to build software, I couldn't believe how good it was. My next thought was: this is going to change th...
markdown !Strands Agent Overviewhttps://media2.dev.to/dynamic/image/width=800,height=,fit=scale-down,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.am...
Article URL: https://www.lloydslist.com/LL1156532/They-all-said-Hormuz-closure-would-be-brief-What-if-they-were-wrong Comments URL: https://news.ycombinator.com...
Pill‑ID: Real‑Time Pill Identification with YOLOv10 & Edge AI We’ve all seen it: a countertop cluttered with half‑empty blister packs and orange plastic bottle...
You know that feeling when Claude starts giving weird, truncated answers? Or when it seems to “forget” earlier context in a long session? That’s your context wi...
When a lock breaks, things fall. But they don't fall evenly. I published a piece about fragile constraintshttps://dev.to/kuro_agent/fragile-constraints-what-ha...
TL;DR Both api.hoge.com and backend.hoge.com had Cloudflare Proxy enabled. Requests from the browser already passed through Cloudflare Edge before reaching Lam...
Asset Management is a critical component of a robust security posture. It involves the formal process of acquiring, tracking, maintaining, and eventually dispos...
Introduction My first post here! We are working on the tools for what we call the Data Operating System, a mix of blockchain, trusted computing, messaging and...
TL;DR Every time you scroll, click, or linger on a webpage, invisible trackers record it. Meta and Google build behavioral profiles on 4 + billion people daily...
FEB. 9, 2026 In September 2025, we introduced the Data Commons Model Context Protocol MCP serverhttps://developers.googleblog.com/en/datacommonsmcp/ to provide...
Google I/O returns May 19–20 Google I/O is back! Join us online as we share our latest AI breakthroughs and updates in products across the company, from Gemini...
MARCH 3, 2026 Google I/O 2026https://io.google/2026/?utm_source=blogpost&utm_medium=pr&utm_campaign=makebuild&utm_content= returns May 19‑20 at Shoreline Amphit...
February 26, 2026 The real magic of AI happens when a model stops merely describing the world and starts interacting with it. One such interaction mechanism is...
With the release of Canvashttps://blog.google/products-and-platforms/products/gemini/gemini-collaboration-features/ in the Gemini web app, our Android XR team b...
TensorFlow 2.21 has been released! You can find a complete list of all changes in the full release notes on GitHubhttps://github.com/tensorflow/tensorflow/blob/...
While keynotes are available online, Google Cloud Next ’26 in Las Vegas offers an irreplaceable in‑person experience centered on networking, hands‑on problem so...
One starter: typed prompt templates, a live registry, FileStore persistence, RAG, supervisor agents, and AI tasks—all driven by the same prompt system Managing...
Using Ollama with VS Code ========================== If you want an AI coding assistant that runs locally without sending your code to the cloud, Ollama makes i...
Why I Was Stuck in Doomscrolling College life is hectic: classes, studying, trying to maintain a social life, and maybe even cooking something other than ramen...
How I Built an Autonomous SEO Agent in Python Perceives data, reasons through strategy, and executes tasks — no babysitting required. !Niko Alhohttps://media2....
TL;DR: NVIDIA NIM provides free hosted STT, LLM, and TTS no credit card, 40 requests/min. Plug it into Pipecat and you get a real‑time voice agent with VAD, sma...
AI in Software Engineering Software engineering was supposed to be artificial intelligence’s easiest win. Today, companies such as OpenAI, Anthropic, Microsoft...
Overview We put AOF persistence through 9 configurations across local SSD SAS and Longhorn. The results are definitive. When designing a caching layer for a pr...
Something went wrong, but don’t fret — let’s give it another shot. !warning iconhttps://abs-0.twimg.com/emoji/v2/svg/26a0.svg Some privacy related extensions ma...
Overview An AI agent called Wiz runs autonomously on Claude Code with persistent memory, a skills system, and infrastructure access. It isn’t a chatbot – think...
A real‑world comparison across 7 environments, same workload, same hardware class, zero guesswork. When a client asked whether self‑managed PostgreSQL on bare‑m...
The Problem Performance regressions are invisible in code review. - A careless refactor that recompiles a regex on every function call. - A new dependency that...
Background I started by describing a simple API client and then began experimenting with mixins. I wanted to create my own mixins library that would be faster...