Devs build offline codebase agents with Gemma 4

The shift toward local, codebase-aware AI coding is a major leap for developer privacy and enterprise security. Running a 26B parameter model entirely offline proves that high-end coding assistance no longer requires a constant cloud connection.

• –Building a project map first solves the classic context-window limitation of naive RAG approaches
• –Gemma 4 26B MoE provides the necessary reasoning power while remaining fast enough for real-time IDE use
• –Fully offline execution eliminates data privacy concerns for proprietary enterprise codebases
• –Using GGUF and llama.cpp enables complex multi-file workflows to run on consumer hardware