Coding and building useful software

Part 11 of AI for Everyone · Articles 103–112

Specify, implement, inspect, test, release, and recover a small application.

Before you begin

Foundation skills; programming begins with small examples rather than assuming prior expertise.

Software building; progressive coding instruction.

Lessons

• Article 103: Learn Enough Programming to Direct and Check AI
• Article 104: Turn a Real Problem into a Software Specification
• Article 105: Set Up a Workspace You Can Safely Change
• Article 106: Build Your First Useful Script
• Article 107: Build a Small Website or Application
• Article 108: Connect to an AI Model Through an API
• Article 109: Use Structured Outputs, Tools, and External Data
• Article 110: Debug AI-Written Code and Test the Behavior That Matters
• Article 111: Review Security, Dependencies, and Data Access
• Article 112: Release, Monitor, and Roll Back a Small Application

Put it into practice

Work toward this demonstration: A working application with tests, user instructions, and demonstrated rollback.

Keep the evidence of what you did, what you checked, and what still needs work. Use the exercises and completion checks in the lessons to guide your project.

All learning paths · Full series