S11 Bonus: Headless Observability: Why Dashboards Are Disappearing and How “Context Engineering” Achieves a 90% Drop in AI SRE Costs with Tucker Callaway, CEO of Mezmo

  • 11 December, 2025

Tucker Calloway grew up in Alamo, California, in the Easy Bay Area. And has returned to that area to raise his family – 25-30 minutes outside of the San Francisco area. He studied computer science at Cal, but eventually moved into sales engineering – and then sales. But outside of tech, he is married with 2 kids – one in college, and one in the latter years of high school. There is lots of change going on his family’s life right now, but Tucker finds time to do woodworking and build his own cabinets.

Ten years ago, a couple of co-founders built a solution to make log management easier for developers. Tucker joined that company in the past, and observed the dynamics of the industry and the company. They all decided that to take the business of the next level, they needed to change the physics of observability.

This is the creation story of Mezmo.

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