2720 posts from this source
Parallel AI Coding with Git Worktrees: Run Multiple Agents Without Conflicts Most parallel AI development problems stem from a single architectural mistake: mul...
Hi HN, I built an open-source Java SDK for building Model Context Protocol servers: https://github.com/6000fish/mcp-java It is intended for Java developers who...
!Cover image for How I Built a Prompt-to-Music AI Agent & Browser-Based Karaoke Separator with React & ONNXhttps://media2.dev.to/dynamic/image/width=1000,height...
你知道吗？2026 年中期，在生产环境部署 671B 参数的 DeepSeek-R1 仍然需要 8 张 H100，硬件成本约 20 万美元。但清华大学 MADSys 实验室的开源项目早在 2024 年就能在单台工作站上跑 236B 参数 MoE 模型，2025 年 2 月甚至在普通硬件上实现了 671B DeepSee...
I run DemandRadar, a scraper that hunts for SaaS ideas by analyzing demand signals across the web — Reddit, Product Hunt, payment discovery data, the works. It...
Updating package details across a large Shopify catalog is risky when the source spreadsheet mixes product IDs, dimensions, weights, and package assignments. Th...
Two months ago, my product manager walked up to my desk and said four words: 'We need parcel delivery.' I nodded confidently. Inside? I had no clue where to sta...
Target: vercel/next.js Issue: vercel/next.js81161 PR: vercel/next.js94735 Field Lab: https://github.com/scarab-systems/scarab-field-lab This field test targeted...
Introduction As a data engineer, most of your work will happen In this article, I will walk you through the Most data engineers start their journey on Windows....
Sampling strategies compared: temperature, top-p, top-k, min-p, and what actually works in production You deployed a chatbot, picked temperature 0.7 because eve...
Product-market fit is not a binary milestone — it is a measurable state where your product solves a problem so well that users return organically and tell other...
There's a myth that the best products come from unlimited resources. Big teams. Big budgets. Big time. The reality in 2026 looks nothing like that. The most int...
It was 2 a.m. when the alert call jolted me awake — our production Agent had suffered “amnesia” for three consecutive conversations. The context the user had ca...
A common objection to agent memory is that you don't need it: context windows are huge now, so just put the whole history in the prompt. We wanted a real answer...
Today we're releasing Eidentic, an open-source TypeScript SDK for building AI agents with self-improving memory and the production fundamentals built in — not b...
Introdução Tipos são uma forma de definir a “forma” ou o contrato dos dados que estamos usando no código. Pensando em Javascript puro, ele é dinâmico: você pode...
AgentForge is a control system for AI coding agents. Instead of hoping your agent 'writes good code,' you give it structured engineering workflows — the same on...
A few months ago I built a way to search documents by meaning while keeping the embeddings hidden — even from the server doing the search. I called it ZATRON. T...
TL;DR what: Researchers demonstrated OpenClaw AI agent executes hidden commands in contacts/vCards and leaks credentials through believable phishing emails with...
I think you all know the overscroll rubber-banding effect: when you scroll past the end of a page, or pull past the top, the content bounces back. It exists in...
After building 50+ AI systems, here is what we know about optimizing AI agent skills. SkillOpt is a groundbreaking open-source framework developed by Microsoft...
!Cover image for Optimistic UI Patterns with Next.js Server Actions and Supabase Realtimehttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gra...
In our previous article, we tackled low-latency data ingestion by architecting high-performance WebSocket streaming clients. Sockets are perfect for consuming r...
Most testing tutorials ignore e-learning completely. Here's how to build a Playwright test suite that validates your SCORM packages actually work across LMS pla...
AMD RCE Ignored, GitHub Boosts Secret Scanning with LLMs, AUR Supply Chain Attack Today's Highlights This week, a critical RCE vulnerability in AMD hardware wen...
SCORM was built in the early 2000s for a world of CD-ROMs and Flash. It's 2026 and it still runs 80%+ of corporate e-learning. Here's why, and why generative AI...
AI Agent Security, Open-Source Code Generation, and Frontier Models on Bedrock Today's Highlights This week highlights a new security scanner for AI agent skill...
Most cybersecurity roadmaps fail beginners. They give you a long list of topics like Linux, Networking, Python, and Security tools without any order or directio...
on may 28 anthropic announced a $65 billion series h round at a post-money valuation of about $965 billion, which makes it, on paper, the most valuable ai start...
Table of Contents - Introductionintroduction - Double-check everything1-doublecheck-everything - Configure your Environment Variables2-configure-your-environmen...
Something is slow. Maybe a page takes forever to load, maybe a migration is hanging, maybe your Supabase dashboard just spins. You suspect a query is stuck some...
A complete solution: expressive range types in your domain layer, full PostgreSQL translation in your data layer - no compromises at either end The Two-Column T...
!Cover image for Kubernetes kills your pod? Here's whyhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2...
I clicked the logo on one of my Laravel + Inertia sites and the homepage rendered inside Inertia's error modal — in production, on a 200 response. The cause: In...
Apple rebuilt its developer stack around AI agents at WWDC 2026 this week. At the same time, Microsoft's new coding model reached real users, a supply chain att...
!Sandeepa Karunanayakehttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2F...
Composio offers over 1,000 toolkits and 20,000 tools through MCP and direct APIs. It's great for rapid prototyping, but scaling AI agents to production requires...
When I set out to build Zyke:zyke.social, my goal was simple. I wanted a community platform that was incredibly fast, deeply optimized for search engines, and a...
Essay · June 2026 · 26 theses · 3 horizons It's not about AI replacing devs. It's about who holds power inside the software production chain — and who's about t...
We track weekly agreement between an LLM judge and human labels Cohen's kappa on a sample of production traces. For three weeks the point estimates told a story...
I just opened a PRhttps://github.com/entireio/external-agents/pull/39 to add support for Goose to Entire. Goose is an open source coding agent under the Agentic...
Last time I hit a guardrail, it did not offer to repair my car. This one will not repair the car either. But it can help repair an answer that Here is the small...
A Deep Dive into ayatsaadati If you’ve spent any time working with Persian language processing or specialized digital typography, you’ve likely run into the typ...
Running untrusted AI-generated code safely is the obvious hard problem. But sometimes the problems that break an agent workflow look like boring infrastructure...
domwirehttps://www.npmjs.com/package/domwire is a DOM-driven, on-demand component loader for plain JavaScript and TypeScript applications. It initializes ES6 cl...
I spent several weeks reading Claude Code output for hours at a stretch and the default themes were wearing me out. Not because the syntax highlighting was wron...
I got tired of watching pip think for at least 45 seconds before I could write a single line of code only to get back to waiting for dependency resolution and/o...
