Product

Founder Notes Product

AI Ad Copy Generation Workflow: Building a High-ROAS Feedback Loop

Stop copy-pasting prompts. Build a programmatic AI ad copy workflow that connects real-time conversion data to the Meta and Google APIs for actual ROAS growth.

Product AI Workflows

AI for Product Discovery: A Teardown of the Human-in-the-Loop Protocol

AI promises to speed up product discovery, but without a verification protocol, it often generates false patterns. Here is how to keep your research grounded.

Founder Notes Product

How to Validate a SaaS Idea Using AI Without Losing Your Shirt

Forget validation frameworks that only seek confirmation. Learn how to use AI as an adversarial red team to stress-test your unit economics and margins.

AI Workflows Product

AI Tools for Podcasters: A Teardown of the Modular Workflow

A deep building a high-fidelity podcasting pipeline using specialized AI agents while maintaining craft and data privacy.