# How Okteto Is building the infrastructure layer for AI Agent workflows

%[https://www.youtube.com/watch?v=tcgQyrkS7Qs] 

he bottleneck for AI in software development isn't smarter models. It's giving agents a real place to run.  
  
Back on The Software Plaza with [**Twain Taylor**](https://www.linkedin.com/in/twaintaylor/) for the third time (wow!). This time we covered:  
• How AI agents are reshaping software development, and where today's tooling falls short  
• Why AI agents fail without real runtime environments  
• A live demo of Okteto's new agentic workflows, and how they improve your team's development experience