Engineering

A 2025 guide to the best Python tools for quants—from fast package managers and powerful linters to type checkers and test runners. Includes example configs.

Poorly monitoring your trading strategy means you are missing mistakes and leaving money on the table. By converting your bot’s logs from plain text to JSON you can create a near real time monitoring system and never miss a beat.

Interactive Broker’s REST API is a web server that you install and maintain locally in a convoluted fashion. I created a light weight docker image to make things easy.