Notebook in vscode: what is the status now?

In vscode notebooks, the autocompletion seldom works for me. There are several situations:

  1. Jupyter extension, Julia extension not installed.

  2. Jupyter extension, Julia extension installed. Kernel handled by jupyter extension.

  3. Kernel handled by Julia extension.

I know autocompletion is not working yet with Julia extension (completion in notebook stucked in one cell · Issue #2385 · julia-vscode/julia-vscode ( But can I somehow make vscode notebook work exactly the same as the jupyter notebook? Juypter notebooks give me the expected optimize in the example.