-8 min
Why Every Deployment Needs a Passport
Grants, compliance, and reproducible research all suffer from the same problem: teams cannot easily prove what infrastructure was used, by whom, and at what cost.
Thoughts on evidence, cost accountability, open control planes, and building tools that developers and operators can both trust.
Grants, compliance, and reproducible research all suffer from the same problem: teams cannot easily prove what infrastructure was used, by whom, and at what cost.
Research teams often discover overspend after the fact. Project-level spend controls and verified previews change the economics of sponsored compute.
When the software that creates and bills your infrastructure is closed source, you are trusting a black box. Open control planes give teams another path.