Overconfigured | Tural Ali's Blog

Sign in Subscribe

From paperless-gpt to Paperless-NGX v3: dropping a container, cutting complexity

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

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

From Handwritten Standup Notes to Reminders, Automatically I take my daily standup

One Command to Rule Your Documents

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 Fully Automated Document Management System with Paperless-NGX

How I built a zero-effort, AI-enabled document management system for a family