If you're paying for software features you're not even using, consider scripting them.
Python 3.15 introduces an immutable or ‘frozen’ dictionary that is useful in places ordinary dicts can’t be used.
Rubber Duck uses a second model from a different AI family to evaluate the primary agent’s plans, question assumptions, and ...