Dreams, Reflections, and Inceptions

Most teams shipping agents have plenty of records and almost no memory. Every session produces a full trace. The next session starts cold. The lesson that would have saved 8,000 turns, or 8,000 dollars, lives in a transcript nobody rereads.

About Brian

Brian is the co-founder and CEO of Paper Compute Co., building distributed systems primitives for AI agents. Paper Compute’s products include tapes (agent telemetry and skill capture) and cassettes (portable, on-prem enterprise compute units for AI agent workflows). Previously, Brian founded Open Sauced, which joined the Linux Foundation in 2024. He also led Developer Advocacy at GitHub, fostering early adopters through conversations with top open-source maintainers.