Mayank Kumar

Mayank Kumar · Founding Engineer

What must always be true?

I call these invariants. They’re the system’s safety net.

Most outages happen because something everyone assumed was true wasn’t.

Over the last 12+ years I’ve built large-scale platforms across media, analytics, healthcare, cloud infrastructure, and multi-tenant SaaS systems. Most of my work revolves around identifying assumptions, defining invariants, and building systems that continue behaving correctly when reality refuses to cooperate.

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