// 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 clean diagram of a continuous batching scheduler with sequences flowing through prefill and decode stages.

Build a Continuous Batching LLM Serving Engine in Pure Python

Learn to implement a production-inspired LLM serving engine in pure Python, demonstrating real systems skills to hiring managers.

October 27, 2026 · 11 min · 2230 words · martinuke0
LuaJIT bytecode execution flow

Optimizing Tracing JIT Compilation in LuaJIT: A Deep Dive into Trace Stitching and Guard Optimization

Explores how LuaJIT stitches together traces, optimizes guards, and delivers measurable speedups in real‑world services.

October 27, 2026 · 9 min · 1718 words · martinuke0
A production dashboard showing error rates and latency over time.

User Safety: Engineering Safe Systems in Production

Safety isn’t a feature — it’s a property of the system. Here’s how engineering teams build it into architecture, deployment, and observability from day one.

October 26, 2026 · 9 min · 1861 words · martinuke0
A dashboard showing user safety metrics

Building a User Safety Service: A Portfolio Project for Aspiring Engineers

Learn to build a user safety service that demonstrates systems engineering, API design, and testing for hiring managers.

October 26, 2026 · 6 min · 1224 words · martinuke0
Spinnaker pipeline visualization

Mastering Spinnaker: Advanced Deployment Strategies for Continuous Delivery

Spinnaker’s canary, blue‑green, and rolling strategies empower teams to ship changes safely and efficiently across multi‑cloud environments.

October 26, 2026 · 7 min · 1279 words · martinuke0
Feedback