Agents have reached hardware. We are launching Flow v3, the Agentic Platform for Physical Engineering. We've spent over a year building it in secret, alongside the best hardware companies and AI research labs. An agent can now do real engineering work: change a requirement, push the update into your CAD and simulation tools, and flag every test that needs to rerun. Iterations/learning cycles that took months are being reduced to days. Agents are the biggest shift in how we engineer hardware since CAD. The core innovation for the CAD era was the parametric model. The core innovation for the Agentic Era is Flow's Systems Graph. The systems graph is a living model of every requirement, design model, test, analysis and every connection between them. It gives every agent the full context of the system, so every change stays consistent across the whole design. Engineers and agents work side by side on the same system. Engineers get to focus on architecture - the decisions that matter -while thousands of agents churn through rewriting reports, rerunning analysis and simulation, and triggering tests. Reusable rockets, self-driving cars, small modular reactors, robots that make decisions, the most complex machines ever built, are defined by millions of interconnected requirements, far beyond what any human team can keep aligned on its own. Rivian, Joby, Astranis, Skydio, Radiant, and the most ambitious hardware programs already build on Flow. More on the launch in the comments. @buildonfloweng

uncommon is finally 70% as good as me at designing websites. i expect it to be better than me in <9 months. try it here: unc.mn/website you drop your existing website. it understands your company, designs a brand and builds your website.

uncommon is finally 70% as good as me at designing websites. i expect it to be better than me in <9 months. try it here: unc.mn/website you drop your existing website. it understands your company, designs a brand and builds your website.

uncommon is finally 70% as good as me at designing websites. i expect it to be better than me in <9 months. try it here: unc.mn/website you drop your existing website. it understands your company, designs a brand and builds your website.

uncommon is finally 70% as good as me at designing websites. i expect it to be better than me in <9 months. try it here: unc.mn/website you drop your existing website. it understands your company, designs a brand and builds your website.

spent the better part of this year figuring out how to teach models taste. its been incredibly hard but we're finally starting to crack it excited to show some of our work with more coming soon!

uncommon is finally 70% as good as me at designing websites. i expect it to be better than me in <9 months. try it here: unc.mn/website you drop your existing website. it understands your company, designs a brand and builds your website.

uncommon is finally 70% as good as me at designing websites. i expect it to be better than me in <9 months. try it here: unc.mn/website you drop your existing website. it understands your company, designs a brand and builds your website.

uncommon is finally 70% as good as me at designing websites. i expect it to be better than me in <9 months. try it here: unc.mn/website you drop your existing website. it understands your company, designs a brand and builds your website.

uncommon is finally 70% as good as me at designing websites. i expect it to be better than me in <9 months. try it here: unc.mn/website you drop your existing website. it understands your company, designs a brand and builds your website.

instant team portraits that fit your brand, live tmrw in @uncommon.

People often wonder how startups came up with their names. In Greptile's case, it was brainstorming on slack with YC partner @bradflora during the batch. "You could add some stuff after grep to make a new word" "What do you think of greptile.com?" "but is it a multi billion dollar public company? $GREP?" "$GREP would be sick ticker. Sick"

Pre-seed is not about traction. It's about one thing: telling the story so crisply that capital, talent, and customers want in. The KPI that matters is clarity of vision.