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For the last two years, one skill dominated every AI conversation: Prompt engineering. People spent hours crafting the "perfect" prompt. They built prompt libraries. They sold prompt templates. They believed that better prompts meant better AI. But AI has evolved. The bottleneck is no longer the pro
I've been working on Churo, an open-source voice assistant built entirely in Python. It features high-quality speech-to-text and text-to-speech, web search, image understanding, and agentic capabilities. It runs with Ollama models and is designed to be easy to modify and extend. The goal is to provi
A paper proves it: having your AI rewrite its own memory drops accuracy from 100% to 52.6%. If you maintain an AI agent and regularly ask it to "clean up" or "summarize" its memory—this post might make you reconsider. My long-term memory file had grown to 6KB, past my 3KB limit. The obvious fix: hav
Ever planted seeds at the wrong time and watched them die? Me too. That's why I built PlantingCalendar.net - a free tool that tells you exactly what to plant every single day based on your climate zone. Built with AI coding tools in about 4 hours. 365 pages, each with unique planting instructions. S
I've been tracking calories for 2 years and every TDEE calculator I used asked for my email or pushed a premium plan. So I built my own. FreeTDEE.com calculates your daily calorie needs using the Mifflin-St Jeor formula. Pick your activity level, get your maintenance, cutting, and bulking targets in
Many beginners struggle with this question: Should I learn React or Next.js first? The answer isn’t just “pick one.” Choosing the wrong path can slow down your web development journey and make learning more confusing than it needs to be. In this article, we’ll break down React vs Next.js in the simp
I gave GLM-4.5-Air (106B, open weights) 12 coding tasks through opencode on my RTX 3090. It scored 0% — never edited a single file. Same model, same GPU, same tasks, but driven by a ~150-line LangGraph agent instead: 93%. The model was never the problem. The orchestrator was. Here's the benchmark —
Every web developer has had this moment: you check your app's response headers, see a wall of Content-Type and Cache-Control, and wonder — is this actually secure? Which headers am I missing? What does Permissions-Policy do again? I built HTTP Header Analyzer to answer those questions instantly. Pas
The Technical Playbook for Headless and Composable Commerce on Shopify Headless and composable commerce lets Shopify merchants decouple the front-end presentation layer from the back-end commerce engine, giving teams direct control over performance and user experience. If your Shopify store is scori
In Web2 you read config files. On Solana you read accounts. When you join a new team in Web2, your first task is reading configuration files. You open package.json, environment variables, database schemas. You do not start changing things until you understand what is already there. Reading and inter
The post Exclusive: XRP Price Discovery Has Been ‘Deliberately Distorted for Years,’ Analyst Reveals appeared first on Coinpedia Fintech News The price of XRP does not reflect its current or near-term utility. That is the central claim of Versan Aljarrah, founder of Black Swan Capitalist, who told C
These three moves are low-impact and help your joints and muscles stay strong and mobile; we teach you how to do them.
Our guide to all the new movies and shows coming to Paramount+ in July 2026, including the finale of "Dutton Ranch" and the premiere of "Star Trek: Strange New Worlds" season 4.
Stubborn oven stains? Here’s how to clean your glass door safely without damaging it — and spending a fortune on repairs.
Gaming on Linux is about to get a little bit better.
The 2026 pricing changes got me curious how the projects I actually use run their CI. So I scanned 35 well-known open-source repos (vite, next.js, prisma, astro, eslint, the usual suspects) and pulled their public GitHub Actions data: recent runs, config patterns, failure rates. A few things genuine
Opinion note: this is a subjective Turtleand view, not a prediction or product roadmap. The direction seems possible if the smart home moves from isolated device control to a governed coordination layer. The smart home has mostly been built as a set of endpoints. A bulb exposes brightness. A thermos
I've spent the last few years helping engineering teams with test automation, and one thing I've noticed is that email workflows are still surprisingly difficult to test. Most teams have mature E2E setups today: Playwright or Cypress CI/CD pipelines Parallel execution Cross-browser testing But when
Environment variables look simple until one of them is missing, empty, malformed, or interpreted in a way your application did not expect. In TypeScript projects, this can be easy to overlook. The code may be typed, the build may pass, and the app may still ship with broken configuration. This is es
A product page is not a contract. It is a presentation surface. That distinction matters more once AI agents start interacting with commerce systems. Traditional ecommerce platforms can rely on human interpretation. A human can read a product title, inspect images, compare delivery notes, scan a ret
