How to use Claude Code like you've used it for a year (codeaholicguy.com)

Anthropic has released an advanced guide for using Claude Code effectively, demonstrating that most initial tutorials only scratch the surface of its capabilities. Claude Code serves as a command-line interface (CLI) agent that can help developers read files, run commands, and edit code more efficiently, but mastering its features—such as context management, conversation caching, and operational modes—can significantly enhance productivity. Notably, with a default prompt cache time of five minutes, understanding how to manage context is crucial for optimizing both costs and response times. Significantly for the AI/ML community, the guide delves into practical habits and commands that streamline interactions with Claude Code, including input shortcuts, session management, and custom hooks for repetitive tasks. These features not only allow for fluid workflows in collaborative environments but also emphasize the importance of specificity in prompts to yield precise outputs. The introduction of AI DevKit further enhances functionality by automating best practices around verification, debugging, and documentation, highlighting the growing sophistication needed in modern AI-assisted development workflows.