Accessible with the Leadership (All-Access) pass and above.
Most AI transformation talks open with a timeline of how coding has evolved. We promise we won't. We **doubled delivery throughput** across **18K engineers** and **40K repos**, **improved performance with auto-research**, and **migrated 9,000 apps with autonomous agents**. We also built things that became obsolete in three months, picked the wrong abstraction at least twice, and have a graveyard of internal tools we'd rather forget. You'll get the architecture, the metrics that actually moved, and the ones we wish we hadn't measured. Still in progress. Already worth talking about. 18K engineers, **swarm of agents** and **thousands of new builders who don't code**.