More AI tools usually means more questions: who’s using what, what’s it costing, and is it actually working well? In this webinar, Matei Zaharia and Kasey Uhlenhuth show how Unity Gateway helps teams see and control AI usage across models, agents, harnesses, and workflows. They also cover how Omnigent lets builders combine and share the coding agents and SDKs they already use, while leaders keep governance, cost, and quality in check. Watch now:

MORE SIGNALS WON’T FIX AN UNCLEAR SYSTEM. A strong model can still drift through a badly defined job. Before an agent runs, define: › what input it may trust › what decision it may make › what evidence it must return › what requires human approval › what “done” actually means The storm can stay complicated. The direction cannot. Follow for practical AI systems built around clear responsibility.

More than 1 million AI-analyzed shelf scans a day now feed DoorDash's new Brand Center, the evolution of its Ads Manager, launched yesterday for all U.S. advertisers. When an item is missing, nearly 12% of shoppers take a competing brand while more than 40% take a refund instead. Brand Center helps close this gap by selling brands down to merchandising tasks that dispatch Dashers into stores for audits, restocks, and displays. $DASH