Comment by Kartik N V J K on "Local LLM Inference: What to Know Before You Start"

CommentLocal LLM Inference: What to Know Before You Start

Kartik N V J K

AI Developer | Making AI reliable, trustworthy & accessible to everyone | Active community contributor

The detail that matches my own experience is Claude Code hitting API-compatibility problems against a local server while plain chat worked. I ran into the same wall: the multi-turn tool-call loop expects OpenAI-exact response shapes, and Lemonade's llama.cpp bridge drops fields the agent needs mid-task. Did switching to OpenCode fix the tool-call handshake for you, or did you still patch responses?

IS

Ikraj Singh

Building Reliable AI Analytics Systems

2d ago

Thanks for the read! I switched to OpenCode completely, it worked with all the models I tried. It is not extensive like other CLI tools I have used like claude code or codex, but its close.

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