Key Takeaways
Scaling agentic coding to 15,000 engineers, even as Salesforce runs a $40 billion business with hundreds of thousands of customers, tested the organization’s ability to absorb change as much as it tested the technology itself.
Managing token spend became an engineering skill that boosted quality and speed alongside cost savings.
The maturity curve gave engineers a shared language for how deeply they’d adopted AI, from casual tool use to fully autonomous agent orchestration.
In May, Srinivas Tallapragada shared what happened when Salesforce Engineering went agentic. This is the story of how we scaled that work across 15,000 engineers.
