Récent Agent Memory Is Only as Good as Its Schema
Some key lessons on building production-grade memory for Agents.
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Récent 
Récent Karpathy’s Prediction About RL is Coming True Now!
..and an open-source framework that's making it happen.
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Implement Knowledge Distillation from Scratch
(must-know to efficiently run ML models in production)
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Model-Free Learning in RL
The full RL nanodegree, covered with implementation.
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![[Hands-on] Building Custom Tools for AI Agents](https://substackcdn.com/image/fetch/$s_!4ztE!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F738a9d0d-dc55-4b46-9146-0dabbbecfe9e_793x801.gif)
[Hands-on] Building Custom Tools for AI Agents
...explained with code.
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Hermes Agent Masterclass
Everything you need to understand and customize Hermes Agent.
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Claude Code's Architecture, explained visually!
6 layer harness, fully mapped out.
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Bellman Equations and Dynamic Programming in RL
The full RL nanodegree, covered with implementation.
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A Smarter Claude Model Burns More Tokens, Not Fewer!
...and how to fix it using Karpathy's context engineering principles.
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Build Your Own 100% Local AI Second Brain
How the best builders in tech are all converging on AI second brains
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Build a Deep Researcher That Beats OpenAI, Gemini, and Perplexity
...using a 100% open-source, self-hostable stack.
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