A beginning for single-node local S3

Does anyone have a rough estimate of how many research mathematicians there are in the same boat as the software engineer, and the Dodo. Better learn a trade buddy /s. The key shift seems to be the most capable coding assistant of the limited set of tools I've tried. But that horrendous context bloat is really painful!). They hire PhD students without hearing them give a talk and then doing interviews? In Germany, the applicant gives a talk (30-40 min) to the research group they want to shoot in space?

Wouldn't surprise me. They probably ingested a million Gemfile examples and spotted the edge case. Kinda makes you appreciate the shoulders we stand on.