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From self-improving DSPy pipelines to multi-agent orchestration—turning research into reliable, enterprise-scale software.
Previously: Vanta, ThreatKey (acquired), Snap. Now building eval infrastructure.
"The best AI systems know when they're wrong. I build the infrastructure that makes that possible."
A meditation on how trauma writes itself into the nervous system, and the slow work of teaching the body a new language of safety.
On pain, velocity, and the sophisticated avoidance we call productivity.
Marcus built a memorial chatbot because staying close to loss felt safer than silence. The rest of us keep repeating the same prompt, hoping the ending changes.
SF-based. Powered by espresso and a sourdough starter named Doughvid.