We spend a lot of time building on the canvas. We write a lot about it, too. In the thread below, a few recent pieces from the archives on AI, agents, and spatial software:↗

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AI’s Biggest Winners Have the Lowest Margins The biggest winners of AI need not be the companies with the most engineers, the largest data teams, or the highest software budgets. They may be the companies with the lowest margins. The manufacturers, trucking carriers, distributo…↗

We’re introducing GeneBench-Pro, a research-level benchmark for a harder kind of AI progress: how well agents can navigate messy biological data, choose the right analysis path, and make judgment calls that real computational research depends on. openai.com/index/introduc…↗

Welcome to the Token Casino It’s not a secret that the Labs make more money when you spend tokens. But your company wins when you ship more product and get paying customers. A casino analogy isn’t perfect. Casinos are built around negative-sum games; AI agents can create real v…↗

"We used to say build the MVP. Now you should build the system that builds the MVP first." Here's my new episode with @ryancarson where he shared how he runs his startup solo with AI agents: ✅ OpenClaw as his AI chief of staff to triage emails, book meetings, and do sales outre…↗

We’ve automated every single thing we can @every with AI agents. And yet there’s way more human work to do than ever. We’ve gone from 4 -> 30 human employees since GPT-3. I wrote a report on the structural reasons: how AI makes expert competence cheap, why that drives up demand…↗

An update regarding the future at @Cloudflare. I’ve shared my full message to the team and details on the support we're providing those departing here: blog.cloudflare.com/building-for-t…↗

OpenClaw - the agentic software spreading like wildfire - was built on top of Pi, a minimalist, self-modifying agent. I sat down with Pi's creator, @badlogicgames and longtime Pi user (+ the creator of Flask) @mitsuhiko to talk Pi, and their (very grounded!) takes on building wit…↗

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Sure, everyone loves Claude Code but if you ask non-coders: they're all obsessed with Cowork. @JJEnglert at @tenex_labs is one of them, and he's giving us the power user's guide to getting started with @claudeai Cowork. In this ep, JJ walks me through: - How to set up Claude C…↗

Jesse Genet on Agentic Parenting Jesse Genet joins a16z's Sarah Wang and Katherine Boyle to discuss her journey from founder to parent, how she's using agents in her household, and how AI could transform parenting for the better. 00:00 YC founder turned homeschool mom 03:00 Dis…↗

And get the full piece from Kieran on running 44 AI agents across multiple projects: every.to/source-code/th…↗

We use OpenClaws to do all of our work at @every. We have 25 full-time employees, so we’re one of the few companies in the world that has seen how work changes when everyone has their own personal agent in the company Slack. I chatted with @every COO Brandon (@bran_don_gell) a…↗

BREAKING: Cursor 3 is now out! It's a complete rewrite to turn Cursor into an agent orchestration tool for dispatching, monitoring, and managing AI agents locally and in the cloud. We've been testing it for the last week internally @every and here's our vibe check: - The edi…↗

Every AI conversation starts the same way. You explain who you are. You explain what you're working on. You paste in your style guide. You re-describe your goals. You give the same context you gave yesterday, and the day before, and the day before that. Then, 40 minutes in, the m…↗