Thoughts on Linux fleet management, infrastructure as data, and building OpsFabric.
Every server fleet eventually runs on five overlapping tools and one operator stitching them together. Here's what that actually costs — and who's paying it.
May 4, 2026
Four new features that close the loop between knowing what your fleet looks like and making it look the way you want.
March 26, 2026
OpsFabric doesn't write your compliance policies. It enforces them across your fleet and proves you did.
March 19, 2026
State profiles, drift detection, dry runs, and multiple enforcement domains. OpsFabric doesn't just tell you what's wrong. It fixes it.
March 5, 2026 · Post 4
What OpsFabric collects, how fast, and why the numbers matter. 3,832 data points from 13 hosts in 3.7 seconds across multiple audit domains.
February 12, 2026 · Post 3
Infrastructure as Code describes what you want. Infrastructure as Data describes what you have. The fleet should be able to answer questions about itself.
January 28, 2026 · Post 2
Fifteen years of managing Linux fleets taught us that the hardest part isn't doing the thing. It's knowing what to do, and to what, and proving you did it.
January 15, 2026 · Post 1