A modular repository structure is crucial for scaling agentic AI coding workflows with Claude Code. Learn how to structure CLAUDE.md project memory, reusable skills, automated hooks, and minimal AI context scopes for clean, error-free software engineering. #ClaudeCode #AgenticAI #AI #DevOps #SoftwareArchitecture #GenAI #Claude #LLMs #Python #CodingAssistant #DeveloperTools