Slow and Steady: Building ProcrastinateOS, a 100% Local AI File Organizer That Never Leaves Your Machine

How we built a local-first, privacy-preserving desktop productivity tool combining deterministic analysis with on-device LLMs (qwen2.5:1.5b) — zero cloud APIs, zero recurring bills, and safe reversible filesystem actions.