Latent Space: The AI Engineer Podcast · 21 May 2026 · 70 min

Giving Agents Computers — Ivan Burazin, Daytona

AI agentsCompute sandboxesBare-metal infrastructureDev environmentsSpiky workloadsRL trainingAgent evaluationsLegacy apps automationOpen source strategyCustomer supportAPI consumption pricingCPU/GPU supplyAI cloudCode versioningCI/CD bottlenecks

Ivan Burazin, CEO of Daytona, discusses the company's successful pivot to providing high-performance, bare-metal sandboxes for AI agents, driven by the "end of localhost" vision. He explains Daytona's unique architecture, which offers extremely fast spin-up times and dynamic resource allocation for spiky agent workloads, and highlights the massive market opportunity in enabling agents to interact with legacy applications through "computer usage."

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