Build the right thing.

Describe it, and you leave with the actual work product.

From idea to artifact

1
Design it
Frame the real problem, then spec it
System Design
Describe a system; get an architecture you can watch the data move through.
2
Pressure-test
Find what breaks
Agent Evals
Describe the agent you are building; get a deterministic-first eval plan with real teeth.
AI Fails
How building with AI goes wrong: incidents and the anti-patterns behind them.
3
Ship & measure
Take it to the world
Subscription Growth
Funnel, unit economics, and the distribution lever, for any consumer AI subscription.
Electrons → Tokens
Tokens, watts, dollars: the cost of running a model at scale.

The Studio

What kind of work product?

Design a product or feature, or improve an existing one: the real problem, the segment and its specific pain, distinct solutions, and the metrics that prove it.

Describe what you want to build

Everything here is an artifact you can point to, proof of working with AI tools rather than just knowing about them. Want a tool that is not here yet?

A teaching aid for your own work, not professional engineering, design, legal, or business advice, and no guarantee of any product, hiring, or commercial outcome. See the disclaimer.