Archive - The Neural Maze

The AI Engineering course I wish I had

Learn MCPs, agent monitoring, and how real AI systems actually work

Jul 30 •

Miguel Otero Pedrido

If you can't trace it, monitor it, or fix it ... did you really build an Agent?

Applying LLMOps isn't optional anymore. Here's how to do it with Opik.

Jul 23 •

Miguel Otero Pedrido

14:38

How we built an MCP Agent from scratch

No magic. No fluff. Just an MCP Agent that actually works.

Jul 16 •

Miguel Otero Pedrido

How real AI Engineers build MCP Servers

For the curious builders tired of surface-level solutions.

Jul 9 •

Miguel Otero Pedrido

The future of Video Search is here

How we built a Video-RAG system that makes your videos instantly searchable

Jul 2 •

Miguel Otero Pedrido

June 2025

Your first Video Agent. Multimodality meets MCP

Master the basics of multimodal video agents in our new hands-on course.

Jun 25 •

Miguel Otero Pedrido

Building Agent projects without losing your mind

A clean, reusable structure that just works

Jun 18 •

Miguel Otero Pedrido

RAG vs CAG - A deep technical breakdown

A hands-on, technical guide to choosing the right approach

Jun 11 •

Miguel Otero Pedrido

and

Louis-François Bouchard

20 books and 1 piece of advise for aspiring ML / AI Engineers

The books that helped me stop feeling lost (most of the time)

Jun 4 •

Miguel Otero Pedrido

May 2025

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