Have you seen Ibis[1]? It's a dataframe API that translates calls to it into various backends, including Polars and DuckDB. I've messed around with it a little for cases where data engineering transforms had to use pyspark but I wanted to do exploratory analysis in an environment that didn't have pyspark.

[1] https://ibis-project.org/

Are there a lot of manual steps in managing an xcode project? E.g. does it say "now go into xcode and change this setting" instead of changing the setting directly? Or are you using a tool like xcodegen?

I think it would be better to have one of each of the main AIs / coding tools running instead of all the same model and tool. That way you can keep tabs on latest developments while doing your work. Also if you use multiple providers / tools, you can take advantage of more free credits that way, because some providers have a few free credits each month.

Doesn't this mean that farmers will no longer be able to reuse their own seeds then, if a neighbor has GMO seeds?

I don't see how the cartel could win by doing terror attacks in the US. Nobody likes them here. They won't have popular support. The US military will have enormous popular support. This won't be like Afghanistan or Vietnam or anything like that.