writing

I published learn-by-reasoning, a Claude Code plugin that turns a PDF into a chapter-by-chapter course and teaches it problem-first, with a teach-back at the end of every concept. What it is, how to install it, and how I have just started using it on a set of game theory lecture notes.

The Union of Turkish Bar Associations has published a guide on how lawyers should use AI. Its most practical point is about anonymisation, and it is the reason I am building a redaction tool that never calls its output anonymous.

I published the full decision history of the Turkish Competition Authority as a dataset — 10,367 decisions in full text. The interesting part is not the text. It is which derived fields are in it, and why a practising lawyer picks different ones than an engineer would.

A first note.