Direct kernel probes and local memory management eliminate the bottlenecks of traditional monitoring suites.
Kernel-Level Probes
Local Ring Buffers
Vector Aggregation
eBPF instrumentation captures syscalls and context switches safely without modifying application code or restarting runtimes.
In-memory circular buffers retain execution state locally on-node, avoiding costly network serialization and payload streaming.
Native export compatibility with OpenTelemetry collectors and standard Prometheus query engines for unified metrics.
Trace capture lifecycle
Event Hook Trigger
Buffer Allocation
Deterministic Replay
Kernel space kprobes and tracepoints capture thread execution state at sub-millisecond intervals.
Per-CPU ring buffers store telemetry locally, preventing lock contention under peak throughput.
Vector aggregation assembles stack frames into verifiable traces ready for instant root-cause analysis.
Verify telemetry performance under load
Review our open hardware test configurations and reproducible latency benchmarks.