AI Agents & Automation
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From Claude Flow to Ruflo: 22K Stars, 5,900 Commits, and the Multi-Agent Swarm Taking Over Claude Code
Single-agent coding assistants hit a ceiling fast. Ask Claude Code to refactor a module, write tests, and audit security in one session, and you’re basically queuing tasks for a single worker. Ruflo — formerly known as Claude Flow — takes a different approach entirely: deploy dozens of specialized AI agents that divide work, communicate, and… Continue reading
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Anthropic Gives Claude Computer Use on Mac — and You Can Control It From Your Phone
Anthropic shipped computer use for Claude Code and Claude Cowork on March 23, 2026. The research preview lets Claude point, click, scroll, and type on your Mac — opening apps, navigating browsers, filling spreadsheets, running dev tools — essentially anything you’d do sitting at your desk. Combined with Dispatch, which launched a week earlier, you… Continue reading
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Walmart Sparky Takes Over ChatGPT After In-Chat Checkout Converted 3x Worse Than Walmart.com
Walmart just pulled the plug on OpenAI’s Instant Checkout — the feature that let ChatGPT users buy products without ever leaving the chat window. The reason? Conversion rates were three times lower than when shoppers simply clicked through to Walmart’s website. Starting the week of March 25, Walmart is replacing that broken experience with Sparky,… Continue reading
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Dreamer Raised $56M to Build an Agent OS — 5 Weeks After Launch, Meta Hired the Entire Team
Five weeks. That’s how long Dreamer existed as a public product before Meta swooped in and acq-hired the entire founding team. On February 18, 2026, the startup formerly known as /dev/agents launched its open beta — a no-code platform where anyone could build, discover, and remix AI agents using plain English. By March 23, Bloomberg… Continue reading
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Agent Kernel Gives Any AI Coding Agent Persistent Memory — with Just Three Markdown Files
The AI agent memory problem has become one of the most debated topics in developer tooling. Every major coding assistant — Claude Code, Cursor, Windsurf, OpenAI Codex — resets between sessions. Your agent forgets what it learned yesterday, what conventions your project follows, and what mistakes it already made. Dozens of startups and frameworks are… Continue reading
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GitHub Spec-Kit Hits 71K Stars by Telling AI Agents What to Build Before They Build It
Vibe coding has a problem. You describe what you want, an AI agent spits out code, and it looks right — until it doesn’t. The loop of prompting, reviewing, re-prompting, and hoping gets old fast, especially on anything beyond a weekend prototype. GitHub’s answer is Spec-Kit, an open-source toolkit that flips the script: write the… Continue reading
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WordPress MCP Write Capabilities: AI Agents Can Now Write, Edit, and Publish on 43% of the Web
WordPress powers 43% of all websites on the internet. On March 20, 2026, Automattic flipped a switch that lets AI agents — Claude, ChatGPT, Cursor, and any MCP-compatible client — not just read WordPress.com sites, but write to them. Draft blog posts. Build landing pages. Manage comments. Restructure categories. Fix SEO metadata. All through natural… Continue reading
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Tencent ClawBot Turns WeChat Into an AI Command Center for 1 Billion Users
China’s AI agent war just found its biggest distribution channel. On March 22, Tencent launched ClawBot — a tool that embeds the OpenClaw AI agent directly into WeChat as a contact. Not a mini-program buried three taps deep. Not a separate app download. A contact. Sitting right there in the chat list of the world’s… Continue reading
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Design Agent by Lokuma Topped Product Hunt With a Simple Pitch: AI Agents Need Designers Too
AI agents can write code, draft emails, research markets, and deploy apps. But ask one to build a landing page that actually looks good? The output usually screams “AI made this.” Centered text, generic spacing, no visual hierarchy — functional, sure, but not designed. Design Agent by Lokuma launched on Product Hunt on March 21,… Continue reading
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From 35% to 80% on WebVoyager: Holotron-12B Sets a New Bar for Open-Source Computer-Use Agents
The race to build AI agents that can actually operate a computer — clicking buttons, filling forms, navigating websites — has been dominated by closed-source giants. Anthropic’s Claude Computer Use and OpenAI’s Operator have set the pace, but they come with API costs, usage limits, and zero visibility into the model weights. That changed on… Continue reading
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