I Built an App with Cursor and Made $100K in 15 Minutes | Starter Story

What you'll learn

• 1 (01:30) **The $300K AI App Built Without Code** - Alex Finn introduces Creator Buddy, an AI content app that pulls in X/Twitter data to coach users on content creation. He built it solo using Cursor and hit $100K ARR in 15 minutes on launch day.
• 2 (03:23) **From MongoDB Consultant to Solo Founder** - Alex shares his background leading technical consultants at MongoDB, his early content creation on Twitter, and the viral thread that changed everything.
• 3 (04:49) **The Cursor Realization: Enterprise Software, Solo** - Alex describes discovering Cursor and immediately realizing he could build enterprise-level software alone, without a coding background.
• 4 (05:38) **The Micro-Step Framework for AI Coding** - Alex reveals his core technique for using Cursor effectively: breaking every feature down into the smallest possible building blocks.
• 5 (09:11) **Finding the Idea: Solve Your Own Problem** - Alex explains his simple product discovery process: look for your own daily frustrations and build software to fix them.
• 6 (09:57) **The Launch Playbook: $100K in 15 Minutes** - Alex walks through his beta testing strategy and the chaotic launch day that generated $200K in two hours.
• 7 (12:15) **The Audience Objection: Yes, It Matters—But Anyone Can Build One** - Alex directly addresses the criticism that his success was only possible because of his pre-existing audience.

+ Full timestamped outline available in the app