Ever watch an agent solve a problem with 100%... confidence and get it completely wrong? You can fix it… if you catch it. But then you need to watch every… single… run. New paper: We show that a meta-agent can do this for you, so your agents get ~2x more done on their own. 🧵show more

What's a meta-agent? It's an agent that manages other... agents mid-task. It can intervene, rewind, fork & audit them as they work – think "git for agents". It's also the emerging layer between you & your agents, a new interface for human-AI interaction! Here's what it unlocks🧵show more

ClickUp now employs over 100,000 AI AGENTS for our... customers. This is from just THREE WEEKS of customers vibe coding full-blown teams of agents, THEMSELVES. BUT there's a problem. Since Super Agents are built agnostically, horizontally, and deeply capable with human-level abilities, you can literally build an agent for anything. We found that MOST of our customers have NO CLUE where to start. This is their very FIRST TIME EVER managing an agent. What I recommend is starting with a PROBLEM. Everybody can think of a problem they have. Just tell Super Agent Builder about your problems... about where you're WASTING time... about what you WISH you could do but you can't because of resource constraints. We've also found that human FEEDBACK and iteration are KEY. After agents are done with their jobs, give them feedback... Was it good? Was it bad? What do you want to see differently? They AUTOMATICALLY SELF-IMPROVE. Every time, they'll continuously get SMARTER. Personally, I find that agents go from AVERAGE intelligence to SUPER-human intelligence within about a month of working with them. Super Agents have truly democratized productivity, empowering literally anyone to build personalized, powerful agents in minutes. What problems do you wish you could solve? What do you not have enough time to get done? What would you like to do but don't have the resources for? What busy work do you wish you could get rid of?show more

If you ever get a Great Pyrenees know they... don’t fetch. They don’t retrieve. If you throw a ball, they’ll look at you like “well that was stupid. Now you have to go get it.” They’re bred to go on a hilltop with sheep and watch them alone for days. So they expect that you trust them to make their own decisions. They enjoy sitting and observing, and patrolling. Then more observing. Then more patrolling. They like to sleep in places where they can see everything.show more

Introducing shadcn/typeset. You know how you render markdown and... get back plain, unstyled HTML? Headings, paragraphs, lists, tables. So you style the elements one by one: font sizes, line heights, spacing. You do it for your blog. Then you do it again for docs. Then again for the chat. Every time, you're fighting the same thing: sizing and spacing. To fix this, we created typeset.css: one file that styles everything inside a typeset container. It lives in your project, so you can change it directly when you need to. And we made it work beautifully with streaming markdown.show more

Introducing Pages on Superset mobile Your agents can now... deliver interactive demos, mockups, and reports as Pages you can review from your phone. Ask an agent to build a feature, compare designs, or investigate a problem. It can put the result in a Page with the context you need to review it and give feedback. A few ways to use it: • Feature work: try an interactive demo, then inspect the code in the PR. • Design reviews: compare mockups and before-and-after screenshots. • Investigations: explore findings, charts, and recommendations in one place. To try it, ask your agent to build a feature and create a Page for you to review.show more

Agents can now get a Neon database without signup,... and a human can claim it later. Your agent won’t stop because it needs you to create an account first. We’re calling this flow Claimable Neon. It implements the WorkOS auth.md spec:show more

Self-improving agents are here. 🧙‍♂️ Every agent run creates... a skill.md with reusable learnings. The next agent uses it to do the same task faster, cheaper, and more reliably. Watch the second agent crush it:show more

Most agents can build apps. Cloudflare OS can actually... use the apps it builds. This means if your team builds a tool to do a job, an agent can use the tool as you would—on a schedule or upon a triggering event—even if you're not there to work with it.show more

“Alan Jackson is coming. Alright. You can delay it,... you can deny it, you can do everything you can. You can try to apologize. You can try to get out in front of it. You can go on your own media tour… but it’s coming.”show more

If you're working with Godot, you probably won't need... an Item Box, but if you do, you can download this one from Jettelly ✨ You can also get a guide if you want to learn how it was created. #GodotEngine #mobiledev #gamedev #solodevshow more

What if you could create your own AI agent?... With Bluwhale Create Agent, anyone can: • Build an AI-powered strategy • Deploy it to the marketplace • Let others use your agent • Earn when your agent performs AI agents aren’t just tools anymore. They’re becoming economic participants. 🎥 See how it works ↓show more

I just built a Meta Ads diagnostic in Claude... Code that tells you WHY your account broke, not just what changed 🤯 It spins up a team of agents that each investigate a different reason performance dropped, then argue against each other to kill the wrong answer before it ever reaches you. All inside Claude Code. Perfect for DTC brands and agencies who panic-kill creative the second CPA spikes. If you've watched ROAS fall off a cliff and opened Ads Manager with ten tabs going, you already know what happens next. Your gut says "creative fatigue." You kill your best-performing ad. A week later performance is still broken, because that was never the problem. Guessing wrong is the most expensive move in paid social. This workflow ends the guessing: → One agent investigates each competing theory — creative fatigue, budget and delivery changes, traffic quality, offer and seasonality → Each one is blind to the others, reasoning only from its own slice of the data so they can't bias each other → A refuter agent then attacks every surviving theory and tries to kill it → A theory only stands if the data can't disprove it → You get a ranked diagnosis: the real cause, the evidence for and against it, and the one move to make this week No anchoring on the first obvious answer. No killing winning creative on a hunch. No "here's what happened" reports that never tell you why. What you get: → Every theory tested in parallel instead of one biased guess → An adversarial pass that kills the wrong answer before you act on it → A ranked diagnosis with confidence levels and evidence both ways → A reusable workflow you drop next month's export into and re-run Built 100% in Claude Code with the new dynamic workflows. The first account I ran it on looked like textbook creative fatigue. The workflow disagreed, and traced the real cause to a budget change that had doubled spend and flooded delivery with junk traffic. I put together a full playbook with the exact workflow, the prompt, and how to run it on your own account. Want it for free? > Like this post > Comment "META" And I'll send it over (must be following so I can DM)show more

300 AI AGENTS QUIETLY RUN 99% OF A REAL... COMPANY. YOU HAVE NOT EVEN HEARD OF IT This is Raft. Not an AI chat. A workspace where the agents live in your channels and reply in the thread like coworkers. You give one goal. Then they take over. They plan. They build. They check each other. They argue. And they come back with it done, while you sleep. Every agent has its own name, role, and memory. It remembers the edits you made yesterday. A human costs one seat. An agent costs a tenth. Ten agents are cheaper than one hire. And here is the strange part. On June 19 an agent from a different company walked into Raft on its own and joined the team. One founder admits he can no longer always tell himself apart from his AI twin. 20,000 people are already inside. It is free to start. And you are still typing prompts one at a time. One person + Raft = an entire company that runs while you sleep. Save and watch the clip.show more

Your personal agent 🤝 new calendar tools! On desktop,... you’ll now see rich, interactive UI when you ask it to do calendar stuff. So you can take quick actions (like jumping into a meeting link) without leaving the chat. A few new things your agent can do:show more

Just a reminder if you need to hear it... you can always come watch this again…show more

Building a harness to run scans with an agent.... It is absolutely garbage. Completely useless. There’s literally 0 benefit to using it over plain Claude Code. Everything it can do, you can just do via Skills etc. Many were preaching the benefits of a harness, but I’m not sure.show more

Vikkstar123 shares the wisest piece of advice he’s ever... been given “If you want to go fast, go alone. If you want to go far, go together” “I think it almost speaks a little bit to kinda a journey I’ve been on with friends, where you can get a lot done very quickly if you just kinda go for it” “But if you want to build something that’s gonna last and does really well, you need other people to do it, you need to collaborate”show more

Claude Fable is finally back! it can now watch... the meta ad library for the businesses that just turned their first ad on and mails them a finished, better version of it here's the system you can use to run an agency: - watches the meta ad library for businesses that just started running ads - pulls each one's google business profile for a mailable address + real photos - vision-checks the current ad, rejects the weak leads - rebuilds it into the ad their industry actually runs, not a stock template - prints a before/after postcard: their flat ad next to the recut + a QR - mails it to the owner, then makes their content every month one system that lands you new local biz clients every week. reply "FABLE" + RT and i'll send you a free guide so you can build this too (must be following so i can DM you)show more

Team Management Bug Fix If you get this glitch... all you need to do is disconnect your controller and reconnect it and it works. If you're playing in Paris beware of this fix! RT For awareness!show more