OpenAI-Compatible API
Is Thinking Mode Affecting Your Agentic Workflows?
I jumped on the trend of running local LLMs and agents and was having a lot of fun until my agents kept failing, timing out, and just stopping without any obvious reason. I tried PaperClip + ZeroClaw, PaperClip + Hermes-Agent, and Hermes-Agent + Hermes-Workspace with Qwen 3.6 and Gemma 4 models (various sizes and quantization levels). All of them failed in the same way at some point in the workflow with almost nothing reported in the logs to indicate what was happening. Some tasks completed without any problem, but most did not, often leaving me to wonder what was going on. After many hours of debugging and reading many forums, I finally found that this was a model serving configuration trap that catches many people the first time they self-host a reasoning model.
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