PyCharm's new Jupyter skill lets AI agents work in a live kernel, so notebooks don't corrupt, state persists, and long jobs wait until execution is completed instead of constantly checking and wasting precious tokens.

PyCharm's new Agent Environment Coordinator gives AI agents your project's real Python interpreter – lifting task success from 68% to 98% on average.

PyCharm 2026.2.1: AI agents now work in your Jupyter notebooks and target the right Python environment, marimo notebooks arrive, plus changes to bundled plugins.

PyCharm's new Jupyter skill lets AI agents work in a live kernel, so notebooks don't corrupt, state persists, and long jobs wait until execution is completed instead of constantly…