10 pages

Core Concepts

The foundational principles of AI-assisted software development.

The evolution from copilot to autonomous agent.

How to identify when an AI invents APIs or libraries that do not exist.

Strategies for managing context windows effectively.

Understanding when to intervene and when to trust AI output.

Breaking down complex functions into smaller generated chunks.

How to structure prompts that produce production-quality code.

How to validate AI-generated code.

Managing input and output sizes across different language models.

Vibe coding is a paradigm where developers describe intent in natural language.

Giving examples to improve the accuracy of generated code.