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Turn Curiosity into Expertise, explore : https://brilliant.org/AILABS/ Community with All Resources 📦: https://ailabspro.io Video code: V34 Claude Code saves you thousands in LLM costs. This claude code tutorial shows how to use claude code with the file system approach. Learn claude code setup and integrate claude code vscode for efficient AI workflows. In this claude code tutorial, we explore a cost-saving approach that's changing how developers build AI-powered applications. Instead of expensive RAG pipelines, we show you how to use claude code's native bash capabilities to navigate file systems exactly like a developer would. This video covers claude code skills for leveraging grep, ls, find, and cat commands to retrieve precise information without burning through tokens. We compare claude code vs cursor and show why this file-based architecture often outperforms traditional vector databases for structured data. Want to try this yourself? Claude code free tier lets you experiment with these techniques. We also demonstrate how claude code agents work in production, including a real company policy project that achieved RAG-level accuracy without the overhead. You'll learn how to install claude code and set up sandboxed environments for safe command execution. We explore claude code subagents and compare this approach against alternatives like opencode vs claude code and cursor vs claude code for different use cases. Whether you're building sales summary agents or research pipelines, this architecture keeps your context window clean while delivering exact matches instead of fuzzy semantic results. Join AI Labs Pro for ready-to-use templates and skills: [link in description] Hashtags: #ai #vibecoding #chatgpt #googleaistudio #cursor #nanobanana #claude #aiautomation #coding
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