Building the HEIC Export Lightroom Classic Should Have
A native Apple HEIC export pipeline for Lightroom Classic with 8-bit and 10-bit output, metadata preservation, parallel processing, and optional Apple Photos import.
Overconfigured
Hard-way solutions for everyday problems
Latest posts
From paperless-gpt to Paperless-NGX v3: dropping a container, cutting complexity
Upgrading to Paperless-NGX v3, replacing the paperless-gpt side container with the new built-in AI configured for Gemini via the OpenAI-compatible endpoint. Includes the one embedding model gotcha that took me ten minutes to find.
Teach AI to say 'I don't know': how we rebuilt support triage
How we centralised a fragmented support operation and handed the most repetitive part of triage to an LLM, while keeping every judgement call with a human.
From Handwritten Standup Notes to Reminders, Automatically
From Handwritten Standup Notes to Reminders, Automatically I take my daily standup notes by hand on my iPad with the Apple Pencil. Handwriting keeps me present in the meeting — but it leaves me with a screenshot of scribbles that I then have to type up as tasks. That copy-
One Command to Rule Your Documents
I turned my entire Paperless-NGX stack into a single install command. One line, eight questions, and you get AI classification, encrypted backups, barcode tracking, and secure remote access - all production-ready.
How I Built a Fully Automated Document Management System with Paperless-NGX
How I built a zero-effort, AI-enabled document management system for a family