Building a Self-Hosted Chess Blunder Trainer

TL;DR I’ve built a blunder tutor, a project to train upon your historic blunders, that’s open-source, self-hosted and free to use: github, promo. Star, like, subscribe, give it a try! docker run \ -p 8000:8000 \ -v $(pwd)/data:/app/data \ ghcr.io/mrlokans/blunder-tutor:latest Open http://localhost:8000, enter your Lichess or Chess.com username, and start training on your own blunders. Intro I suck at chess. Like, it seems that when your body turns 30, suddenly your neural network stops learning new patterns the way it used to when you were 20. It’s predictable but still annoying and frustrating. ...

March 8, 2026 · 22 min · 4500 words · Andrei Sviridov

Blog Updates: 19.02.2024

It’s not been quite long enough since I’ve wrote my first article about blog deployment and I already to change quite a lot. OrangePI 5 is not stable enough At first, the idea of doing a reliable, always accessible website on the small computer under your TV was stupid. I’ve stumbled upon the power management issues with my USB-attached SSD drive. All of a sudden filesystem became read-only and the whole infrastructure went south. Static deployments were unavailable, as well as analytics. I had to swap the USB-drive in favour of the M2 small NVMe which made the system a lot stabler but still, too unpredictable. ...

February 19, 2024 · 2 min · 306 words · Andrei Sviridov

How This Blog Is Built

I did not really put a lot of effort into making this project and composed it out of scraps I literally had at home and with the help of tools I already knew and some new things I wanted to try out more in the past. Hardware I have a server rack under my TV with a terabyte of storage, 8-core ARM CPU, a neural processing unit, and the network switch. ...

December 28, 2023 · 4 min · 837 words · Andrei Sviridov