Nouveau The Next Step After Karpathy’s Agentic Engineering
Build agents that can pause for hours, resume in a new process, and execute side effects once.
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Nouveau Agents 2.0 is here!
Fully open-source solution, explained step-by-step.
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Run Jev Inside an Open Agent Harness
...with 150x cheaper decision-making than LLM
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A Full Walkthrough on Multimodal Jev
...explained step-by-step in a video.
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Building a Durable Multi-Agent System with LangGraph and LangSmith
...explained with code.
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A Model Decision Is Only as Safe as the System That Executes It
Everything you need to understand about how a model decision gets authorized with the wrong confidence, and why it only becomes visible when you read the change in the order it executes.
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6 Parallelism Strategies for LLM Inference in Production
(popular LLM interview question)
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How to Train an LLM With Verifiable Rewards on SageMaker AI
full step-by-step guide with code.
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Train your own Jev-style decision model locally!
A full video walkthrough explained with code!
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Karpathy’s Trick for Faster Local LLMs Finally Has Proper Tooling
Full engineering guide, explained with code.
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Chunked Prefill, clearly explained
How vLLM stops one long prompt from stalling others...
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Fine-tune Meta AI's Muse Glimmer 100% locally
...explained step-by-step with code.
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MCP Apps, clearly explained:
...covered with a full hands-on video demo.
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