https://billiem.uk Small notes on software, systems, and building things that stay understandable. https://billiem.uk/posts/local-llm-work-became-a-routing-problem/ https://billiem.uk/posts/local-llm-work-became-a-routing-problem/ Mon, 29 Jun 2026 00:00:00 +0000 A local LoRA experiment on Discord data became a lesson in data shape, routing, evaluation, and knowing when to stop. https://billiem.uk/posts/chair-scraper/ https://billiem.uk/posts/chair-scraper/ Sun, 28 Jun 2026 00:00:00 +0000 A chair scraper turned a fragmented refurb search into a dashboard and alerts, saving more than £100 in a few days. https://billiem.uk/posts/free-compute-for-ai-side-projects/ https://billiem.uk/posts/free-compute-for-ai-side-projects/ Sun, 28 Jun 2026 00:00:00 +0000 A June 2026 field guide to free VPS, edge, database, email, observability, auth, storage, and AI compute for side projects.