Applied Intelligence
Module 9: Working with Legacy Code

Module 9: Working with Existing Codebases

Querying codebases, building mental models, documentation archaeology

This module teaches you how to use AI agents to understand, document, and safely modify existing codebases. You'll learn techniques for exploring unfamiliar code, extracting undocumented knowledge, and applying incremental modernization strategies.

What you'll learn

Codebase Exploration

Query codebases effectively, build mental models through dialogue, and map architectures and dependencies

Documentation Archaeology

Reconstruct design decisions from code, find undocumented conventions, and handle outdated documentation

Safe Modifications

Apply minimal change principles, build characterization tests, and manage regression risk

Incremental Modernization

Plan AI-accelerated modernization, manage technical debt continuously, and generate documentation as you go

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