ai-agents-codebase-tutorial-ge-need-to-quickly-understand-a-new-codebase-or-gener-4c37cc23

THEN Build an AI agent using a minimal LLM framework (e.g., PocketFlow) that crawls the repository, analyzes the code structure to identify core abstractions, and generates a beginner-friendly tutorial with clear visualizations. The agent can be configured with file inclusion/exclusion patterns and output language settings, and it leverages LLMs with thinking capabilities for high-quality explanations.

from pocketflow import Flow, Node
class CrawlRepo(Node): ...
class AnalyzeCode(Node): ...
class GenerateTutorial(Node): ...
flow = Flow(start=CrawlRepo) >> AnalyzeCode >> GenerateTutorial
flow.run(repo_url='https://github.com/username/repo')