AI-Augmented Learning — Guidebook

A guided walkthrough of taking an idea to a deployed application using AI-assisted development.

1. Entrepreneurship: From Idea to Venture

Entrepreneurship begins with validated research, not code. An operational business application is a consequence of a business model, which is itself a consequence of validated research. Reverse the order and the application encodes guesses; preserve the order and it encodes evidence.

2. Business Model

A business model answers three questions ordinary conversation keeps separate: what value we create and for whom, how we deliver and capture it, and how the money actually arrives. It turns validated research into a coherent scheme for creating, delivering, and capturing value.

3. Application Blueprint

The application blueprint treats the operational system — CRM/ERP — as the brain of the business: the system of record where every inquiry, client, payment, task, and partner relationship is tracked. The blueprint translates business value-flows into processes and data before any code is written.

4. Vibe-Coding Toolchain

The vibe-coding toolchain — VS Code, Git and GitHub, the Claude CLI, and Supabase — lets a founder build by describing intent in professional language. AI systems generate working software from natural-language direction, acting as agents that read files, write code, and follow documented project conventions.

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