The six components of a coding agent
Why Claude Code or Codex feel smarter than the same model in a chat: the six harness components, according to Sebastian Raschka.
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maximofn.com is the personal blog of Máximo Fernández Núñez about Artificial Intelligence, Machine Learning and programming. It is not a product or a service: there are no plans, no subscriptions, no paid tier and no paywall.
/mcp — MCP server, open and keyless.
This page exists because both people and AI agents look for /pricing out of
habit. The short answer is that nothing is sold here.
Why Claude Code or Codex feel smarter than the same model in a chat: the six harness components, according to Sebastian Raschka.
The next great AI company won't sell tools: it will sell the work. Copilots, autopilots and ten service sectors.
I explain LangChain's autonomous context compression: a Deep Agents tool that lets the agent itself decide when to summa...
Let's talk.
maximofn@gmail.com
Machine Learning and AI specialist. I develop solutions with generative AI, intelligent agents and custom models.
Interactive 3D talk on the Gymnasia agent: where data lives, from plate to data, tools, duplicates, health limits and how to test it all.
Technical talk: skills, subagents, slash commands and MCPs in Claude Code
Hugging Face spaces allow us to run models with very simple demos, but what if the demo breaks? Or if the user deletes it? That's why I've created docker containers with some interesting spaces, to be able to use them locally, whatever happens. In fact, if you click on any project view button, it may take you to a space that doesn't work.
Let's talk.
maximofn@gmail.com
Machine Learning and AI specialist. I develop solutions with generative AI, intelligent agents and custom models.
Dataset with jokes in English
Use: Fine-tuning text generation models for humor
Dataset with translations from English to Spanish
Use: Training English-Spanish translation models
Dataset with Netflix movies and series
Use: Netflix catalog analysis and recommendation systems