Kevin Stanton
Distinguished engineer at a social media management company who leads infrastructure and agent efforts; experienced in building Trellis, an AI agent for social listening and competitive intelligence at Sprout Social.
Best podcasts with Kevin Stanton
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Feb 6, 2026 • 48min
What It Takes to Run Agents on Billions of Messages: Kevin Stanton, Sprout Social
Kevin Stanton, distinguished engineer who built Trellis for social listening at Sprout Social, walks through running agents over billions of posts. He explains why chat UI helps seed eval data and why MCP/tool-calling fit their architecture. He covers scaling signals, collapsing costly tool chains, building eval pipelines from traces, and shifting teams toward fast, multidisciplinary agent development.
