AI Agents & Automation
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MuleRun Hit 1 on Product Hunt — But Can an AI Agent Marketplace Actually Work?
The idea of an “app store for AI agents” has been floating around since 2024, but nobody has nailed the execution. Most attempts end up as glorified prompt libraries or half-baked automation hubs. MuleRun, which topped Product Hunt on March 16 with 366 upvotes, is making the boldest bet yet: a full marketplace where anyone… Continue reading
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98% of B2B Visitors Never Get a Demo — Naoma AI Demo Agent Raised $440K to Change That
The “Book a Demo” button is one of the most clicked — and most broken — elements in B2B SaaS. A prospect fills out a form, waits an average of 1 day, 5 hours, and 17 minutes for a response, and by the time a sales rep finally schedules a call, interest has cooled. According… Continue reading
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JetBrains launches Air — a development environment built around AI agents, not code editing
In December 2025, JetBrains did something painful: it killed Fleet, the lightweight IDE it had spent four years building. Fleet never made it past public preview. It went through multiple identity crises — first a lightweight multi-language editor, then an AI-first coding tool — before JetBrains pulled the plug, admitting that “another AI editor would… Continue reading
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Cognee Raises $7.5M Backed by OpenAI and Meta AI Founders — Can Knowledge Graphs Fix RAG’s 40% Failure Rate?
Standard retrieval-augmented generation fails roughly 40% of the time. That number might surprise you if you’ve been following the RAG hype cycle, but it’s a well-documented pain point for anyone trying to ship AI agents in production. Documents get chunked, embedded, and stuffed into a vector database — and when a query requires connecting dots… Continue reading
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Google’s Chrome DevTools MCP Crosses 29K Stars — 29 Tools That Give AI Agents Eyes in the Browser
AI coding agents have a fundamental problem: they write code but can’t see what it actually does in the browser. They’re programming with a blindfold on. Google’s Chrome DevTools team built an MCP server to fix exactly that — and based on the 307 points and 136 comments it pulled on Hacker News this weekend,… Continue reading
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Sunday Robotics Hits $1.15B Valuation — A $200 Glove, 10 Million Chore Episodes, and a Robot Named Memo
Most humanoid robot companies collect training data the expensive way: build a robot, attach a $20,000 teleoperation rig, and have a skilled operator puppet it through tasks in a controlled lab. Sunday Robotics took a different path. They shipped 2,000 pairs of $200 gloves to real families and asked them to just… do their chores.… Continue reading
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Lightpanda Browser Loads 100 Pages in 2.3 Seconds — Chrome Needs 25
Every AI agent that browses the web right now is dragging around a full desktop browser. CSS rendering, GPU compositing, image decoding — all the visual machinery that exists so humans can look at pretty web pages. Machines don’t look at web pages. They parse the DOM, execute JavaScript, and move on. Lightpanda Browser is… Continue reading
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27K GitHub Stars in Weeks: learn-claude-code (by shareAI-lab) Breaks Down AI Coding Agents Into 12 Lessons
Claude Code has become one of the most talked-about developer tools in 2026. But while millions of developers use it daily, very few understand what actually happens under the hood. How does it decide which tool to call? How does it manage context when a codebase has thousands of files? How does it coordinate multiple… Continue reading
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LangChain’s GTM Agent Drove 250% More Conversions — Now the Framework Behind It Is Open Source
Most AI agent frameworks work fine for quick, single-step tasks. Ask an LLM to call an API, summarize a document, or answer a question — no problem. But hand it a multi-step workflow that runs for minutes or hours, requires juggling context from a dozen data sources, and needs to coordinate multiple sub-tasks in parallel?… Continue reading
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Can 3 Files Solve AI’s Agent Portability Problem? GitAgent Thinks So
Every major AI framework has its own way of defining agents. Claude Code uses CLAUDE.md. OpenAI’s Codex reads AGENTS.md. CrewAI has its YAML configs. Google ADK does its own thing. If you’ve built an agent for one platform and wanted to move it to another, you already know the answer: start over. GitAgent is a… Continue reading
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