Welcome to Episode 41 of our podcast, where we navigate the fast-moving frontier of artificial intelligence. Today, we're diving deep into a topic that's reshaping how we think about AI systems: the rise of agent-based architectures—a new paradigm that's bringing structure to what was once a chaotic, fragmented landscape.

In this episode, we unpack the evolving ecosystem of AI agents, inspired by an excellent piece by Jon Turow, titled "The Agent Stack Emerges". His blog post serves as a foundational lens through which we'll explore how AI agents are moving from theoretical constructs to practical tools, forming patterns and stacks that mirror the emergence of cloud computing decades ago.

We'll walk through the early chaos of single-use tools, the convergence around reusable components, and t ...