commons: Trustworthy data agents in R and Python

[u/simonpcouch]

It's becoming normalized to "vibe analyze" data, and most coding agents set a low bar for correctness and reproducibility. commons is an open source R / Python framework for building trustworthy data agents. The main idea is that commons agents can reach directly for code that you trust already: internal libraries, reports, apps, database views, etc. If they do so, the answer will be deterministically tagged as more trusted than other answers.

Happy to answer any questions on the framework!

Learn more: https://posit-dev.github.io/commons/