Atlassian's Ming Wu on the 'context tax' and why organizations must stop treating AI as a productivity tool for individuals ...

backon is a modern evolution of backoff — a zero-dependency Python library for retry with exponential backoff. It provides decorator, functional, and context manager APIs for both sync and async code.

AsyncOPD is built around a simple loop: the student model generates its own answers, a stronger teacher/reference model scores them, and the student is updated from that feedback.