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In terms of cutting edge tech, I'd say the companies in the data streaming space are doing some pretty cool stuff e.g https://materialize.com/
Ah ok cool, well I guess you can say a lot of these tools that are becoming big with the modern data stack provide some form of automation. E.g Fivetran / Airbyte extract data on an automated schedule, then you have dbt with the transformations, and then the reverse ETLs like Hightouch / Census that run on an automated a schedule as well. I think it's pretty much becoming somewhat of a standard now to have, e.g. with what I'm building we included a scheduler for automation from the start.
Ploomber :) We launched on HN yesterday!
Yes! (tell your friend). You can write shell scripts so you can execute that 2002 code :) You can test it locally and then run it in AWS Batch/Argo. Here's an example