Infrastructure
15 posts filed under Infrastructure.
FinOps for Data Audit Checklist (8 Cost Levers)
Your cloud data bill grew 40% last year. Your revenue didn't.
Read →Observability Turned Our Senior Engineers Back Into Builders
Six months ago our senior engineers were firefighters. Now they're builders again. The change wasn't a reorg. It was observability.
Read →Wardley Mapping Your Data Stack (Build, Buy, or Outsource?)
Your custom Airflow setup is not a competitive advantage. Your customer analytics model might be.
Read →The Real-Time Data Paradox - Everyone Wants It, Few Need It
90% of "we need real-time" conversations end with a batch job running at midnight.
Read →The Death of the Full-Stack Data Engineer
Stop hiring full-stack data engineers. They don't exist, and pretending they do is burning your team out.
Read →The Data Lineage Maturity Model (4 Stages)
You can't fix what you can't trace. Here's the 4-stage lineage maturity model.
Read →Data Platform Teams Are Becoming Product Teams
Nobody adopts a pipeline. They adopt a product. That's what most data teams still don't get.
Read →Technical Debt Cost Calculation
Slow pipelines are a symptom. The disease is poor architectural decisions nobody revisited.
Read →The Alex Problem - Hero Dependency
Alex knows everything about your data platform. When Alex leaves, you're in trouble.
Read →The AI Readiness Checklist Nobody Uses
Every company has an AI roadmap. Almost none have passed their own readiness checklist.
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