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AI-Native
Products

Products that customers can run from their own AI tools, AI that works inside the product, and a way of building where AI coding agents do the typing and I own the product, the architecture and the review.

What I Build

From Draftboard, my own apps and Amply: what I have built and run in production.

My Approach

01

Agents Use the Real Product

Customers' AI tools work through the same API as the product itself, so automations run on live data and every action is metered like any other.

02

The Model Proposes, the User Confirms

Any change to data or spend goes through a card the user confirms. The assistant is useful without being able to act on its own.

03

Measure Before You Change

Eval cases check which tool and arguments the model picks before every prompt change, and real conversations show where users get stuck.

04

Ship With AI Agents

Fully AI-assisted since Nov 2024. Nite went from product spec to App Store submission in two months, built solo with Claude Code and Codex.

Want your product to work with AI?

From an API and MCP server for your customers' AI tools to an assistant inside your product, I can take it from the business problem to production.