Scalene (the Python profiler) now incorporates AI-powered proposed optimizations. To enable these, you need to enter an OpenAI key. Once a valid key is entered, click on the lightning bolt beside any line to generate a proposed optimization.
You can click as many times as you like on the lightning bolt, and it will generate different suggested optimizations. Your mileage may vary, but in some cases, the suggestions are quite impressive. While this is currently limited to optimizing a single line, we anticipate broadening this to groups of lines or even functions in the near future. To our knowledge, this is the first integration of AI into a profiler.