Honestly, I've found that conda has made operationalizing code very difficult. We've found it much easier to simply switch back to using pip, poetry, docker, and the standard OS package management tools rather than conda. Conda's dependency resolution is also quite slow and causes our builds & CI to timeout unless we drop in mamba.