Causality
If Planes Can Fly Themselves Then Why Can’t IT Management be Autonomous?
When it comes to observability and IT operations, our goal should be to get humans out of the loop as much as possible.
Shmuel Kliger
Media Article
Why there needs to be a paradigm shift in observability
View the original article on CIODive. I’ve spent over three decades in IT Operations. Despite all the talk of transformation, many of the fundamental challenges remain unchanged, or have even worsened. The rise of modern DevOps and observability promised to revolutionize how we monitor and maintain systems, but in
Causely product
The Journey from Actionable Analytics to Autonomous Service Reliability & Agentic AI
We’ll introduce the 6 common components and 7 AI Workers of our Causal Reasoning Platform, explaining how the platform works to enable autonomous service reliability.
Causality
In 2025, I resolve to be smarter about observability data
Collecting “more data” has been the defining characteristic of observability practices and tools for the last few decades. But over-collection creates inefficiencies, noise, and cost without adding meaningful value. This trajectory must and can be changed.