// TODO: I’m martinuke0

Welcome to my corner of the internet. This website is a personal blog which I use as a platform to document my learning journey and showcase it for the world to see.
A deep dive into containerd architecture and container runtimes

Mastering Containerd: A Deep Dive into Modern Container Runtimes

A comprehensive guide to mastering containerd, covering its architecture, integration with Kubernetes, and production optimization strategies for modern infrastructure.

September 26, 2026 · 6 min · 1181 words · martinuke0
A conceptual illustration of a GGUF file being parsed and its tensors memory‑mapped.

Building a GGUF Parser with Memory-Mapped Lazy Tensor Loading in Pure Python

A hands-on guide to building a pure-Python GGUF parser that lazily memory-maps tensors and decompresses quantized blocks on demand, demonstrating deep systems knowledge.

September 26, 2026 · 8 min · 1544 words · martinuke0
Illustration of secure user authentication and session management in a modern web application

User Safety in Production Software Systems

Understanding and implementing user safety patterns to protect users and data in production systems.

September 26, 2026 · 8 min · 1661 words · martinuke0
Tendermint Core consensus visualization showing validator nodes communicating across a distributed network

Implementing Byzantine Fault Tolerance with Tendermint Core

An in-depth exploration of Tendermint Core’s Byzantine Fault Tolerance implementation, covering its consensus protocol, validator architecture, and production considerations for building resilient distributed systems.

September 26, 2026 · 8 min · 1669 words · martinuke0
Abstract visualization of a hierarchical graph with nodes and edges

Building a Hierarchical Navigable Small World (HNSW) Vector Index in Pure Python

Learn to build a from‑scratch HNSW index for semantic similarity search, showcasing systems skills for hiring managers.

September 26, 2026 · 7 min · 1360 words · martinuke0
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