How do we build AI tools and agents that extend human ingenuity instead of just mimicking it? This podcast is for builders, thinkers, and engineers who are trying to navigate generative AI and agentic era of technology. Each episode dives into the real-world challenges—from messy engineering to cognitive science. Grounded in decades of experience in science, engineering, and open source, this podcast focus on what works, what doesn't, and how we can make this generation of tools and apps better and more robust than the last.