Using Jev In Your Agent Harness

Sam Witteveen
55,756 views •

In this video I return to looking at how you can use Jev in an Agent Harness 🤗 HF: https://huggingface.co/caiovicentino1/Eikos-27B Sam's 2nd Channel: https://www.youtube.com/channel/UCUF7WtR4JpVbQqcQGrLeADw Twitter: https://x.com/Sam_Witteveen 🕵️ Interested in building LLM Agents? Fill out the form below Building LLM Agents Form: https://drp.li/dIMes 👨‍💻Github: https://github.com/samwit/llm-tutorials ⏱️Time Stamps: 00:00 Intro 00:58 The Agent Loop 02:35 The Cost of Full LLM Calls 03:17 Jev as a Smart If Statement 04:26 Model Routing 04:52 Risk Gating 05:43 Tool & Skill Selection 06:16 Ranking & Judging 06:36 Triage & Real-Time Filtering 07:41 Wiring Jev Into the Loop 08:35 Jev Runs the Loop 09:15 Where Jev Doesn't Fit 10:26 Compound Questions & Prompt Injection 11:12 Decision Criteria & Local vs Cloud 12:19 Demo: Skill Progressive Disclosure 16:33 Demo: RAG Re-ranking with Jev 19:18 Resources: OpenRouter & LangChain

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