
Hey, I'm Gus 👋
I'm a Senior Technical Program Manager who rolls out AI systems and then builds the tooling to run them. Right now that means Model Context Protocol integrations across every internal tool at a consumer-lending company, custom MCP servers where nothing off-the-shelf existed, and the vendor governance framework that keeps it accountable.
Currently
Leading the company-wide AI implementation program at a consumer-lending company — Claude Teams and Claude Code rolled out to ~75 people across engineering, product, support, UX, and marketing. MCP integrations deployed across internal tools including Jira and Confluence, with custom MCP servers built for the gaps.
Writing about giving AI coding agents a persistent memory.
Latest post: Giving AI Coding Agents a Memory - Why I Built Serel Memory →