From the team

Field notes on operations.

What one operating model changes, how agentic operations actually work, and what we're learning building Cindy. Written for the people who keep production running.

$27B

FinOps · Featured

The $27 Billion Leak No One Wants to Admit

A CTO whispered: "we have 41 monitoring tools." Enterprises are bleeding $9–27B/year from operational fragmentation. Tool sprawl, context-switch tax, and the quiet collapse of the modern observability stack: what nobody wants to admit and what to do about it.

Dia Varlyani Dec 1, 2025 8 min read

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Operational Intelligence Coming soon

Why fragmented ops cost more than fragmented tools.

May 20268 min

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SREOps Coming soon

Predicting failures 60 minutes early with Cindy.

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SecOps Coming soon

Knowing what would actually break: thinking about consequences before clicking.

Apr 20267 min

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DevOps Coming soon

The boring deploy: why most production changes should never need your attention.

Mar 20266 min

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InfraOps Coming soon

Governed by default: keeping the execution layer honest as it scales.

Mar 20266 min

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