Cole Hoffer

Senior Staff AI Engineer at Miro, previously Reforge + Monterey.ai via acquisitions.

I spend my days building AI systems—RAG pipelines, retrieval systems, LLM integrations—and trying to make them work reliably in production. This blog is where I write about the lessons learned along the way.

Most of what I write about sits at the intersection of information retrieval and LLMs: how to search better, how to filter smarter, and how to get useful answers out of messy data.