Eleanor Millman
Senior Staff Product Manager in Platform Engineering at SiriusXM who has led platform product efforts and developer experience initiatives across companies like VMware and Google.
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Apr 10, 2026 • 50min
Assumptions as code: SiriusXM’s approach to platform prioritization
Mina Tawadrous, Associate Director of Platform Engineering at SiriusXM who built an assumptions-as-code system and AI prioritization tooling. Eleanor Millman, Senior Staff Product Manager who led platform product and DX efforts at VMware and Google. They discuss scaling platform prioritization beyond RICE, turning assumptions into versioned code, using weighted impact factors to drive trade-offs, and AI workflows that surface and validate assumptions for faster decisions.
