A diagram-style illustration of overlapping namespace rings, with a container shape in the center.

Inside Linux Namespaces: A Deep Dive into the Kernel Primitives Behind Modern Containers

Namespaces are the unsung kernel feature behind every container runtime. This post walks through the eight namespace types, how they appear in the kernel, and how Docker, Kubernetes, and runc compose them into the isolation boundary you trust in production.

September 2, 2026 · 11 min · 2242 words · martinuke0
Dashboard panels showing CPU utilization, memory saturation queues, and network error counters.

Mastering the USE Method: A Comprehensive Guide to Utilization, Saturation, and Error Analysis

Learn how to apply the USE method to systematically diagnose performance bottlenecks in production systems by checking utilization, saturation, and errors for every resource.

September 2, 2026 · 12 min · 2439 words · martinuke0
Layered diagram of kernel submission and completion rings for async I/O.

Mastering io_uring vs epoll: A Deep Dive into Linux Async I/O Architectures

Compare Linux’s two dominant async I/O architectures, io_uring and epoll, with kernel internals, real benchmarks, and patterns drawn from production systems.

September 2, 2026 · 11 min · 2193 words · martinuke0
Diagram of Linux namespaces and cgroups forming a container runtime.

Build a 300-Line Container Runtime in Go: A CV-Worthy Side Project

Build a working container runtime in roughly 300 lines of Go, using Linux namespaces and cgroups. A side project that signals real systems engineering chops on a CV.

September 1, 2026 · 13 min · 2746 words · martinuke0
A colorful flame graph rendered from a high‑resolution CPU profile.

Deep Dive into Flame Graphs: Visualizing Performance Bottlenecks and Identifying Hidden Execution Latency

A practical guide that walks engineers through generating, interpreting, and operationalizing flame graphs for real‑world systems.

June 2, 2026 · 8 min · 1650 words · martinuke0
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