How to find ideas ($42K/month founder) | Starter Story

When Pat Walls, the host of Starter Story, asked how the founder of CodeGuide found his idea, the answer was brutally specific: he was spending nine to ten hours per project manually prompting ChatGPT to generate technical documentation for his AI coding agency. He automated the sequence using Make.com, saved seven hours, and within two weeks of launching a landing page built in 30 minutes with Bolt, he had 1,800 waitlist signups. That is the entire origin story in one paragraph, and it contains nearly everything the episode has to say about how to find a real idea.

The mechanism of the discovery

The founder was not searching for a startup idea. He was running a service business—an MVP agency that built minimum viable products for clients using AI coding tools. The pain point was not abstract market research; it was a concrete, repetitive, time-consuming task that he personally performed every single day. He needed to create a knowledge base of technical documentation for each project, and the only way to do it was to sit with ChatGPT for hours, feeding it prompts and organizing outputs.