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In this video, Kaitlin Woo, Product Manager for AI Signals at CloudZero, introduces templated reports that give a quick view into AI spend in one click. The reports tie spend back to activity classification, such as feature development, bugs, and automation for developers, and let you filter to an individual person for a full breakdown of their model mix and top activities without configuring anything. Those are details a bill never shows. CloudZero gives leaders who manage an AI budget this view across all providers, so they can tell whether a heavy user’s share of spend makes sense and how to support AI adoption.

Every week there's a new agent sandbox, and they all promise the same thing: a safe place for your agent to run code. In this video we split them into two types, dumb sandboxes and smart sandboxes, so you can sort any provider by what it can actually do instead of how it's marketed. You'll see where today's providers sit, why dumb sandboxes still have a real place, and how to pick the kind your agent's job needs.