AI Briefing
KO

VS Code Local LLM Agent Extension Update

·2026.09.16 14:00

Key point

The local LLM agent extension for VS Code has officially launched on the marketplace, adding multi-turn conversation and GitHub integration features.

Details

The extension that enables the use of local LLMs for agent chat in VS Code has officially launched on the VS Code Marketplace with major feature improvements.

Key Updates

  • Multi-turn conversation support: Improved to maintain previous conversation content in memory, enabling continuous dialogue.
  • GitHub feature integration: Dedicated / commands allow local LLMs to perform GitHub-related tasks such as git push, pull, and merge.
  • Error handling and update mechanism fixes: Displays errors when using models that do not support tool calling, and bugs in the update mechanism have been fixed.

Verified Models and Future Plans

Testing has been completed on Llama 3.1, Gemma 4:12b mlx, and Qwen 2.5 Coder. Future plans include adding token usage analysis features and expanding support for tools other than Ollama.

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