Cloud

JA4 Signatures: The fingerprint that bots find difficult to fake

How do you catch a Bot that looks exactly like Chrome. Same User-Agent. Same cookies. Same headers. Residential IPs. Human-like request intervals. You stop looking at what it says. You look at how it introduces itself.

What recent military conflicts teach us about Kinetic Resilience

Traditional data center resilience assumes the building survives. Kinetic resilience assumes it does not. Kinetic resilience shifts the unit of survival from the facility to the workload, using geographic distribution, elimination of single points of failure, graceful degradation, and physical hardening to ensure services continue even when the building does not

Designing Workloads for Kinetic Resilience

Traditional data center resilience assumes the building survives. Kinetic resilience assumes it does not. Kinetic resilience shifts the unit of survival from the facility to the workload, using geographic distribution, elimination of single points of failure, graceful degradation, and physical hardening to ensure services continue even when the building does not