earthly has something like this. it's wonderful.

https://docs.earthly.dev/docs/guides/debugging

there's also https://github.com/ktock/buildg

You can call 'dagger -i' to enable interactive debugging. If a step in your pipeline fails, you get an interactive terminal to inspect the current state.