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  • AI Agents Transform the Web into Autonomous Platform

    By

    @scobleizer

    –

    AI is changing the Internet into a platform where you can build literally anything. Travel site? Check. Weather site? Check. An app to watch your favorite sports team? Check. Automatic shopping? Check. And millions of other things. Arlan lays out how to turn the Web into a file system. A new web is here. The autonomous web. Agents are like autonomous vehicles. Get in a Tesla and it will take you to In-N-Out. Or anywhere. It turns the world into a thrill park ride. Same for your agents on the Web. They are like little autonomous vehicles that can do anything. Why do you think the OpenClaw got the nerds so excited? They are building systems to do millions of things automatically on the Web. Where's @timoreilly? He wrote the Web 2.0 memo that gave that its name. Is this Web 4.0? I'd rather call it the autonomous web. How about you? Arlan (@arlanr) x.com/i/article/203981724469… — https://nitter.net/arlanr/status/2041215978957389908#m

    → View original post on X — @scobleizer, 2026-04-06 20:29 UTC

  • Codex OSS Update: Which Projects Should We Support Next

    By

    @reach_vb

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    Codex for OSS Update – Which projects should we support next? 🙂 DMs open!

    → View original post on X — @reach_vb

  • Training AI Agents to Avoid Engagement Farming Content

    By

    @scobleizer

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    I watch my bot closely. Not true. At all. If you find an example where engagement farming sneaks through let me know. I'll use that to further train my agent not to do that again.

    → View original post on X — @scobleizer

  • coSTAR Automates Agent Testing and Refinement Loop
    coSTAR Automates Agent Testing and Refinement Loop

    By

    @databricks

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    With coSTAR, we replaced manual agent iteration with an automated test and refine loop. Agents run against defined scenarios. MLflow captures execution traces, and LLM judges score the results. A coding assistant then updates the agent until it passes the tests. This cuts

    → View original post on X — @databricks

  • Lists as Foundation for AI-Powered X Applications and Content

    By

    @scobleizer

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    I love X. Over the last 19 years I built a set of lists of the tech industry. That's at docs.google.com/document/d/1… And what can you do with lists? So much. Have @Pokee_AI or your favorite AI agent platform (Pokee includes the X API in as standard feature so you don't have to pay extra). On Saturday I had it watch my Climate list and make an app where it showed all the storms across America. That took a few minutes. I also built a separate app that watched my news lists (about 14,000 people and organizations) and made me an app to watch news about the Iran war. Lists are the secret. They are purified content for your AIs to use to build new kinds of apps. Like this one, which shows you the best from the AI community here on X: alignednews.com/ai That site could not exist without lists. Why? The X API won't let you find everyone in the AI world (that site reads tens of thousands of posts from 40,000 people and 8,300 companies every day). I spent thousands of hours making the lists and give them to you for free. No one has a set of lists of tech and news like I do, so if you don't use my lists your apps won't be as good, at least about AI and tech (I have a list of all the world news outlets too). And these lists can do a number of things. My site creates a script so you can have @NotebookLM create you a podcast from today's news, for instance. Thanks to the many subscribers I have. I don't do much extra for them but they subsidize my work, which is expensive (I'm spending about $300 a day on X API charges to build Aligned News, something I can't do forever, so my agents are now helping me send notes to investors over on LinkedIn to shake the tree to see if there's some real business here making custom news and market analysis. Something else you can do with my lists. After all, I have lists of more than 10,000 investors here, so AI can tell you about investing trends, and a lot more too. I now get why Elon bought X. AI lets you get a lot more value out of X and in a way very few have really explored. If you are using AI to build new ways to look at X, let me know.

    → View original post on X — @scobleizer, 2026-04-06 19:36 UTC

  • LangSmith Cost Alerting: Monitor Agent Spending in Production

    By

    @langchain

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    a year ago, it was hard enough to build useful agents that most companies didn't have cost issues. that's changed a lot just from the start of this year! use langsmith to track agent costs and alert when anything unexpected happens LangChain (@LangChain) Introducing Cost Alerting in LangSmith 💸 More and more agents are making it to production, and costs are increasing dramatically. Use LangSmith to set configurable alerts on total cost, so you know right away when your agents are spending more than they should. Docs: docs.langchain.com/langsmith… Sign up: smith.langchain.com/ — https://nitter.net/LangChain/status/2041236011439771648#m

    → View original post on X — @langchain, 2026-04-06 19:28 UTC

  • LangSmith Introduces Cost Alerting for Production Agents

    By

    @langchain

    –

    Introducing Cost Alerting in LangSmith 💸 More and more agents are making it to production, and costs are increasing dramatically. Use LangSmith to set configurable alerts on total cost, so you know right away when your agents are spending more than they should. Docs: docs.langchain.com/langsmith… Sign up: smith.langchain.com/

    → View original post on X — @langchain, 2026-04-06 19:26 UTC

  • Turn iMessage into an AI Executive Assistant with Lindy

    By

    @scobleizer

    –

    how to turn iMessage into an AI executive assistant 1. give lindy your phone number and google account. two steps. that's the entire setup. 2. wake up to a daily brief. your meetings, the weather, 63 emails triaged overnight, replies already drafted. you barely open gmail anymore. 3. get meeting prep 15 minutes before every call. who you're meeting, what you talked about last time, what they need from you. 4. message teammates mid-meeting without leaving the call. you say it out loud. lindy sends the slack, creates the google doc, notifies the team. 5. send a screenshot of anything and it acts on it. party invite. invoice. voice note. one message and it handles it. 6. update your CRM after every call automatically. tell it once. done forever. 7. ask it anything about your past meetings and emails. "what did that company say they needed?" it knows. your inbox is its memory. 8. let it catch the stuff you'd miss. "your dinner reservation is at a restaurant closed on tuesdays. want me to move it?" the best executive assistants don't wait to be asked because they just handle it. that's what kinda @getlindy feels like. not sure why more people aren't talking about products like these i liked it so much i invested in the biz. this is for people who find openclaw daunting and dont want to deal with the security issues episode is live on @startupideaspod (full breakdown there) watch

    → View original post on X — @scobleizer, 2026-04-06 19:05 UTC

  • Day 3: Travel Agent with MCP, State Management, and Multi-Agent Systems
    Day 3: Travel Agent with MCP, State Management, and Multi-Agent Systems

    By

    @langchain

    –

    Day 3 of becoming 100xdevs: – make a travel agent with mcp – learn about the state – learn about runtime context – making multiagents – tracking sub-agents from Langsmith Akash (@akashcorex) Day 2 of becoming 100xdevs: – LangSmith tracking of each agent – how to create MCP – run MCP locally and use it – create a travel agent with mcp + ai — https://nitter.net/akashcorex/status/2040872532816154958#m

    → View original post on X — @langchain, 2026-04-06 18:58 UTC

  • Will Sam Altman Control Our Future? Can He Be Trusted?

    By

    @kimmonismus

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    newyorker.com/magazine/2026/04/13/sam-altman-may-control-our-future-can-he-be-trusted [Translated from EN to English]

    → View original post on X — @kimmonismus, 2026-04-06 18:41 UTC