martinuke0's Blog

Diagram comparing token bucket and leaky bucket flow.

Architecting Token Bucket vs. Leaky Bucket Rate Limiters: Implementation Strategies for Production-Ready Services

A deep dive into token‑bucket and leaky‑bucket rate limiting, covering core math, scaling strategies, and real‑world implementation recipes.

Diagram of layered storage architecture spanning SSD, HDD, and object storage.

Mastering Storage Management Strategies for Modern IT Infrastructure: Architecture, Scalability, and Production-Ready Patterns

A deep dive into storage architectures, scalability tricks, and battle‑tested patterns that help engineers build resilient, cost‑efficient data platforms.

Diagram of a B-tree node split with copy‑on‑write pointers.

Implementing Copy-on-Write B-Trees for Database Snapshots: Architecture, Consistency, and Production Patterns

A deep dive into implementing copy‑on‑write B‑trees for snapshotting databases, covering architecture, consistency guarantees, and proven production patterns.

A screenshot of a Redash dashboard with charts and filters.

Implementing Redash for Data Visualization: Mastering Open-Source Analytics and Production-Ready Dashboards

A step‑by‑step guide to installing, securing, and scaling Redash for enterprise‑grade analytics, with concrete patterns and code samples.

Illustration of goroutine workers stealing tasks from each other.

Deep Dive into the Go Work-Stealing Scheduler: Architecture, Mechanics, and Runtime Performance

A production‑focused examination of Go’s work‑stealing scheduler, covering design, mechanics, and benchmark results that matter to engineers.