flarco

It does seem over-engineered.

Normally you'd keep all the transformation in one place in the "data warehouse", which could be Postgres/Redshift/Snowflake/Clickhouse etc. Using some el tools (like sling cli for example) to load into the DW, and then using a transformation tool (like dbt for example) to do all the transformations in SQL, source controlled. It's advantageous to keep all of the transformation logic in one place (to avoid mismatches as you've mentioned). And from the DW, after data is ready, various tools/clients can consume it (such as BI tools, CRMs, APIs, AI, etc). All aligned.

Who else still listens to the StarCraft music OST? I listen to it a few times a year and get in the zone.

My parents live in Haiti. This looks like it was an inside job/collaboration. He was assassinated inside his home, in the middle of the night. His home has multiple gates/barriers to get inside, very secured by guards, yet only him died. No guards or 3rd parties were injured. No resistance or loud gun exchanges to prevent them from getting in. His wife was shot and injured, but is currently stable in a US hospital. From what I heard, the gunmen were all Spanish speaking. 5-7 of them arrived in multiple cars, killed him and left without issues. Very disturbing, but that's the world we live in.