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Implementing eBPF for Production Observability: A Deep Dive into High-Performance System Tracing and Monitoring

A practical guide to integrating eBPF into production observability stacks, with architecture diagrams, code snippets, and lessons from large‑scale deployments.

June 2, 2026 · 7 min · 1488 words · martinuke0
A low‑level view of packet flow visualized with eBPF maps.

Implementing eBPF for Production Observability: A Deep Dive into High-Performance Tracing and Monitoring

A practical guide that walks engineers through eBPF fundamentals, production‑grade tracing patterns, and safe deployment strategies for observability pipelines.

June 1, 2026 · 7 min · 1451 words · martinuke0
A dashboard visualizing utilization, saturation, and errors across a distributed system.

Mastering the USE Method: Investigating System Bottlenecks through Utilization, Saturation, and Errors

A step‑by‑step guide that shows engineers how to gather and interpret utilization, saturation, and error metrics, then translate them into actionable architecture changes.

May 31, 2026 · 9 min · 1884 words · martinuke0
Diagram of utilization, saturation, and error metrics overlaying a production stack.

Mastering the USE Method: Performance Analysis for Utilization, Saturation, and Errors in Production Systems

This post walks through the USE method, showing how to instrument and interpret utilization, saturation, and error metrics in real‑world Kafka, PostgreSQL, and Kubernetes deployments.

May 29, 2026 · 6 min · 1245 words · martinuke0
Diagram of system metrics overlaying a server rack.

Mastering the USE Method: Investigating System Bottlenecks through Utilization, Saturation, and Errors

A practical guide for engineers to master the USE Method, transform raw metrics into clear bottleneck insights, and implement production‑ready monitoring architectures.

May 28, 2026 · 7 min · 1406 words · martinuke0
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