Apply Code changes with LLM #1069
Description
Upcoming Feature in Shepherd: Apply Code Changes with LLM
Excited to share an upcoming capability in Shepherd that takes developer productivity to the next level.
🔧 What’s coming?
You’ll be able to apply code changes using a natural-language prompt.
What this enables?
Describe the fix or refactor with Prompt
Changes apply directly and safely to your repo
Perfect for Sonar issues, migrations, refactors, and repetitive fixes
This feature is designed for teams who want LLM-powered code changes that actually apply cleanly — not just suggestions.
the new feature applywithllm command in Shepherd, enabling automated code changes using Large Language Models (LLMs) such as OpenAI's GPT and Groq.
🚀 Building with LLM Studio + Shepherd
Upcoming feature on new command also supports LLM Studio–powered workflows with Shepherd to enable:
🧠 Local and self-hosted LLMs
📝 Prompt-driven code changes
🔁 Clean, valid unified diffs that apply without manual fixes
🔒 Full control over models and data
This combination makes it possible to run AI-assisted code transformations locally, without relying on external APIs—ideal for enterprises and regulated environments.
Excited about what prompt-based code application + local LLMs can unlock for developer productivity.
🔗 LLM Studio: https://lmstudio.ai