crabviz VS Sourcetrail

Are you looking for something like a call graph?

There's pyan3 [1] which although doesn't support python 3.7+, I've still had luck with v1.0.4 which works better for me than its most recent version with python 3.11, but there can be some weird issues though depending on your code style.

A quick search also turned up crabviz [2] which has support for more languages than just python.

[1] https://github.com/Technologicat/pyan

[2] https://github.com/chanhx/crabviz

I wish something existed in this space. I used Coati Software's Sourcetrail for a couple of years. Unfortunately it was discontinued. It was a wonderful piece of software that indexed a code repository, and exposed an interface to explore it interactively. At least for me, it significantly improved the understanding and legibility of code.

The code is in an archived state (https://github.com/CoatiSoftware/Sourcetrail). Searching for the software on Google shows some screenshots.

I think it might make large scale code visualization in a similar way to how SourceTrail does it more feasible: https://github.com/CoatiSoftware/Sourcetrail

Sourcetrail: Free and open-source cross-platform source explorer https://github.com/CoatiSoftware/Sourcetrail

Yep souecetrail https://github.com/CoatiSoftware/Sourcetrail

I've used https://github.com/CoatiSoftware/Sourcetrail in the past for some bits of the legacy code project I'm on. I also use vim and cscope for day to day navigation but it's harder to get a big picture with those alone.

Sourcetrail?

Does it strive to do what Sourcetrail used to ?

You could always try using Sourcetrail. Unfortunately the open source project is now archived but it should still help you get insights into your code.