LM Studio Headless CLI와 Claude Code로 로컬에서 Google Gemma 4 실행하기

LM Studio 0.4.0 introduces a standalone Headless CLI (llmster) that enables running Google Gemma 4 locally without desktop applications, providing developers with a free, secure alternative to cloud APIs. By integrating Claude Code as a fully offline code assistant, developers can now perform rapid code reviews and prompt testing without API costs or data privacy concerns. This shift toward developer-friendly local AI environments leverages MoE models to deliver enterprise-grade performance with minimal hardware requirements.