Blog

A searchable resource directory with prerendered pages, GitHub release metadata and checks that keep the published content consistent.

Connecting Nuvio's browser interface to EVO Player, fixing controller focus and seeking, and serving the interface from the console.

An ESP32-C3 serving a searchable, Wikipedia-derived library over its own Wi-Fi, and the pack format that puts 825 articles in 1.9 MB without spending static RAM.

How language models generate text, how training methods differ, and how to interpret results from LoRA, QLoRA, LIMA, DPO and reasoning-model research.

A practical guide to checking ingestion, retrieval, context, citations and permissions in a retrieval-augmented generation system.

A 25M parameter model, a strict little DSL, and a browser toy that runs locally with WebGPU or WASM.

How I built a self-hosted SMS gateway using a spare Android phone, a custom FastAPI relay, and Tailscale for secure, zero-cost text messaging from my AI agent.

AI-powered K-12 educational platform. Generates curriculum-aligned worksheets, quizzes, and info sheets. Live at https://educated.space

How I used WhisperX forced alignment to fix inconsistent word timings in a Quran reading app.

Building a full-stack Quran exploration app with React 19, FastAPI, and a hybrid database design.

A step-by-step guide to setting up your Steam Deck to run local Large Language Models (LLMs) using llama.cpp and a Distrobox container.

How I fine-tuned Llama 3.2 3B to process transcripts locally, achieving better results than models 5-8x larger through specialized training.

Designing and building a distraction-free Android app in Kotlin/Compose with low-latency audio and a gentle 'Find it' game.