What is cAdvisor and what does it add on top of application-level metrics?

cAdvisor reads container resource usage statistics directly from the kernel's cgroup accounting (CPU, memory, network, disk I/O per container) and exposes them in Prometheus format. This gives infrastructure-level visibility — how much of its allocated resources a container is actually consuming — independent of and complementary to application-level metrics like request latency or error rate.