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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.
 • 
Miguel Otero Pedrido
2
14:38
How we built an MCP Agent from scratch
No magic. No fluff. Just an MCP Agent that actually works.
 • 
Miguel Otero Pedrido
5
How real AI Engineers build MCP Servers
For the curious builders tired of surface-level solutions.
 • 
Miguel Otero Pedrido
3
The future of Video Search is here
How we built a Video-RAG system that makes your videos instantly searchable
 • 
Miguel Otero Pedrido
20

June 2025

Your first Video Agent. Multimodality meets MCP
Master the basics of multimodal video agents in our new hands-on course.
 • 
Miguel Otero Pedrido
17
Building Agent projects without losing your mind
A clean, reusable structure that just works
 • 
Miguel Otero Pedrido
14
RAG vs CAG - A deep technical breakdown
A hands-on, technical guide to choosing the right approach
 • 
Miguel Otero Pedrido
 and 
Louis-François Bouchard
5
20 books and 1 piece of advise for aspiring ML / AI Engineers
The books that helped me stop feeling lost (most of the time)
 • 
Miguel Otero Pedrido
2

May 2025

A hands-on project to master multimodal agents
For those looking to integrate vision and speech to their agentic workflows
 • 
Miguel Otero Pedrido
3
Wait ... how did I become an AI Engineer?
From spacetime curvature to production agents
 • 
Miguel Otero Pedrido
20
Let's build real agents, not just demos
A hands-on journey to building production-ready agents, not just prototypes.
 • 
Miguel Otero Pedrido
13
Getting started with LLMOps: A practical guide
How to monitor agentic applications with Opik
 • 
Miguel Otero Pedrido
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