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Tools / Monitoring and Observability Interview Questions

What is eBPF and how is it revolutionizing observability?

eBPF (extended Berkeley Packet Filter) is a Linux kernel technology that allows sandboxed programs to run inside the kernel without modifying kernel source code or loading kernel modules. Originally designed for network packet filtering, eBPF has been extended to support arbitrary kernel and user-space event tracing — making it a powerful foundation for low-overhead observability.

In observability, eBPF programs attach to kernel hooks (kprobes, uprobes, tracepoints, network sockets) and fire when specific events occur: a system call is made, a TCP connection is established, a function is entered, or a packet arrives. The program can read kernel data structures, compute statistics, and emit events to user space — all with near-zero overhead because it runs in the kernel itself, eliminating context-switch costs.

The observability revolution eBPF enables is zero-instrumentation tracing. Tools like Cilium (network observability), Pixie (Kubernetes observability), and Falco (security monitoring) use eBPF to capture HTTP requests, database queries, DNS lookups, and system calls across all pods in a Kubernetes cluster — without adding a single line of instrumentation to application code or restarting any process.

This is particularly valuable for legacy applications that cannot be easily re-instrumented, polyglot environments, or organizations that want full observability from day one of deployment without waiting for developer instrumentation work.

What makes eBPF-based observability tools like Pixie different from traditional APM agents?
Which eBPF-based tool focuses primarily on Kubernetes network observability and security policy enforcement?

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