// 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.
Abstract illustration of data streams and component trees

Optimizing React Server Components: A Guide to Streaming Suspense and Selective Hydration

A practical guide to leveraging streaming Suspense and selective hydration in React Server Components for faster, more efficient rendering.

October 30, 2026 · 5 min · 1060 words · martinuke0
Distributed neural search cluster serving real-time queries over billions of documents

Scaling Vespa: Architecting Real-Time Neural Search for Billion-Document Indexes

Vespa’s architecture for real-time neural search at scale: indexing, routing, relevance, and operational patterns for billion-document clusters.

October 30, 2026 · 10 min · 2101 words · martinuke0
Diagram of seccomp BPF filter rules isolating container system calls

Implementing Fine-Grained Seccomp BPF Filters for Container Isolation

A practical guide to building and deploying fine-grained seccomp BPF profiles for containerized workloads, with real-world patterns and BPF compiler tools.

October 29, 2026 · 7 min · 1403 words · martinuke0
A sleek notebook with code snippets and transformer diagrams.

Build a Pure‑Python Transformer Encoder with RoPE and Learned KV Cache

A step‑by‑step tutorial and runnable code for a minimal transformer encoder that uses RoPE and a mutable KV cache, perfect for a portfolio CV.

October 29, 2026 · 10 min · 1986 words · martinuke0
A conceptual illustration of a distributed consensus cluster

Mastering etcd Raft Election Tuning

Etcd’s Raft consensus algorithm relies on leader election; tuning its parameters can dramatically affect cluster health and performance.

October 29, 2026 · 6 min · 1151 words · martinuke0
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