// 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.
Hands‑On Build Guide: Speculative Decoding Inference Engine in Python
A step‑by‑step tutorial to build a speculative decoding inference engine in pure Python, demonstrating model parallelism, benchmarking, and production‑grade extensions.
Implementing Sigstore: Modern Cryptographic Signing for Secure Software Supply Chains
Sigstore provides a free, open-source framework for signing software artifacts with short-lived certificates. This post walks through implementing Cosign, Fulcio, and Rekor to secure your supply chain and meet SLSA compliance goals.
Title Uniqueness: How to Avoid Duplicate Headings in Hugo and Beyond
A practical guide to detecting and preventing duplicate titles in Hugo, with CI checks and metadata best practices for SEO.
Deep Dive into NVIDIA Triton Inference Server: Scaling Multi‑Model GPU Workloads
NVIDIA Triton Inference Server is a critical tool for scaling AI in production. This deep dive explores its architecture, multi-model concurrency, and deployment patterns.
User Safety: Building Systems That Protect by Default
Explore how modern engineering teams bake user safety into system architecture using safe defaults, guardrail patterns, and layered defenses — from content moderation to consent flows — ensuring harm is prevented before it reaches end users.