Migration
33 posts filed under Migration.
Orchestration Consolidation Matrix
Count the places a job can be scheduled in your data stack. Include the cron on that one VM.
Read →Stack Impact Analysis
Before any stack change I ask how many consumers it touches and whether we can undo it by Friday.
Read →Rust Is Quietly Becoming the Language of Data Infra
The fastest tools in your data stack are written in a language nobody on your team writes.
Read →Messenger Training In Teams
I've worked with data teams where someone spotted the broken number first and decided not to mention it.
Read →DE Churn From Fragile Stacks
Senior data engineers quit stacks that page them at 3am, and the exit interview says "growth".
Read →Stack Tool Confusion Signs
Nobody wants to be the one who questions the tool the last person bought before they left.
Read →DBR Commit Discounts Math
Every platform vendor offers 20-30% for an annual commit. The discount is real. The forecast underneath it usually isn't.
Read →Platform Evolution Funding Map
Data platform changes have a good window and a bad one. Funding milestones tell you which is which.
Read →Fractional Multi-Client Economics
A company at 40 people needs senior data judgment about 2 days a week. Full-time is the wrong container.
Read →Cloud Provider Lock-In Audit
Single-cloud is a fine strategy. Unpriced lock-in is a negotiating position, and not yours.
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