How we design UI and UX with AI agents
Our agents research real interfaces and generate mockups in Codex. Human feedback turns each draft into a more specific instruction for implementation.
Explore the pipeline →Blog
Memory Engineering 101: our approach to building a company brain.
Our AI agents keep 15,052 notes on how we build and run the company. Claude Note puts the right one in front of the next agent, and measures itself every day.
See how it works →
Our own AI film studio. The GPU bill is $0.
Part three of our AI film studio: we operate the GPU workers, grants cover current GPU cash charges, and a measured generation request costs about $0.57 at list rates.
Open the studio notebook →
Twelve AI clay films in five days, for $184
A new channel, 18,971 views, and a $184 generation bill. The pipeline, the ledger, and what twelve tiny films taught us about working with AI.
See how the films were made →
The slop before the slop.
We analyzed 20 different consulting websites before and after 2022 to see how they're scrambling to push AI.
Our first cut was adorable, but it said nothing.
How we used Blender and AI agents to create our 30-second claymation video.
Go behind the scenes →
Why automation alone isn't the answer.
Your automation is only as good as the cases it can't handle. In compliance, fraud, and other high-stakes workflows, human review is the key ingredient that makes your agents tick.