{"authors":[{"name":"billiem","url":"https://billiem.uk/"}],"description":"Small notes on software, systems, and building things that stay understandable.","feed_url":"https://billiem.uk/feed.json","home_page_url":"https://billiem.uk/","items":[{"date_published":"2026-06-29T00:00:00Z","id":"https://billiem.uk/posts/local-llm-work-became-a-routing-problem/","summary":"A local LoRA experiment on Discord data became a lesson in data shape, routing, evaluation, and knowing when to stop.","tags":["local-llms","fine-tuning","mlx","ai-experiments"],"title":"My local LLM clone failed where the data failed","url":"https://billiem.uk/posts/local-llm-work-became-a-routing-problem/"},{"date_published":"2026-06-28T00:00:00Z","id":"https://billiem.uk/posts/chair-scraper/","summary":"A chair scraper turned a fragmented refurb search into a dashboard and alerts, saving more than £100 in a few days.","tags":["self-hosting","ai-coding","automation","scraping"],"title":"When personal automation stops being procrastination","url":"https://billiem.uk/posts/chair-scraper/"},{"date_published":"2026-06-28T00:00:00Z","id":"https://billiem.uk/posts/free-compute-for-ai-side-projects/","summary":"A June 2026 field guide to free VPS, edge, database, email, observability, auth, storage, and AI compute for side projects.","tags":["self-hosting","free-tier","side-projects","cloud-infrastructure","ai-tools"],"title":"Free compute worth claiming in June 2026","url":"https://billiem.uk/posts/free-compute-for-ai-side-projects/"}],"title":"billiem","version":"https://jsonfeed.org/version/1.1"}