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Tired of juggling tools for data → built one thing instead

kept running into the same pattern

you query data in one tool
move it with another
then try to keep it in sync somewhere else

once files get involved (csv, parquet), it gets messy fast

  • tweak a query
  • rerun it
  • turn it into something reusable

everything ends up as scripts and one-off setups

so I built something for myself

keep everything in one place:

  • query data
  • move it between databases / files
  • keep it in sync if needed

no jumping between tools
no rebuilding the same logic again and again

already using it for real migrations and sync setups

curious how others deal with this
especially when mixing databases + files

https://streams.dbconvert.com/

on April 11, 2026