DIY Local AI Studio: How a 2021 MacBook Cleared a Year-Long Video Backlog

This project demonstrates the growing viability of running powerful LLMs like Gemma 4 locally to handle heavy creative workloads without relying on expensive SaaS subscriptions. By integrating Claude Code with professional editing tools via MCP, creators can build hyper-customized, privacy-focused automation that outperforms generic AI services.