A local LoRA experiment on Discord data became a lesson in data shape, routing, evaluation, and knowing when to stop.
/ local-llms / fine-tuning / mlx / ai-experiments
A chair scraper turned a fragmented refurb search into a dashboard and alerts, saving more than £100 in a few days.
/ self-hosting / ai-coding / automation / scraping
A June 2026 field guide to free VPS, edge, database, email, observability, auth, storage, and AI compute for side projects.
/ self-hosting / free-tier / side-projects / cloud-infrastructure / ai-tools