Build and operate production AI agents, internal full-stack tools, MCP servers, and integrations for go-to-market teams. Define solutions from ambiguous business needs, collaborate with Sales, Customer Success, Marketing, and Partnerships, and measure adoption and business impact. Establish engineering, security, privacy, and evaluation standards while supporting teammates through pairing, code reviews, and mentorship.