Ai
201 posts filed under Ai.
The Fragile Organic Platform Fix
An e-commerce client's reporting ran on a spreadsheet one person updated by hand every morning. It broke every quarter, always at month-end.
Read →Stack Overflow On DE Shortage
The best data engineers move for ownership and a manager who can describe the strategy. A 10% bump alone rarely does it.
Read →Your AI Initiative Is Blocked by Context, Not Tokens
The team bought more tokens. The agent still gave confident, wrong answers. The bottleneck was never compute.
Read →FinOps Isn't a Dashboard. It's Architecture.
Nobody chose to keep 7 years of event logs. The default did. You've paid for it every month since.
Read →The Agent That Can Say I Don't Know
The cheapest AI safety feature in 2026: "I don't have current data."
Read →The Lift-and-Shift Lie
The cloud migration finished in March. By July the bill was 3x and nothing was faster.
Read →Idempotency In Orchestration Failures
Your pipeline failed at 3am. The on-call engineer is now paid to clean up duplicates.
Read →Hard Credit Caps On Cloud DWH Spend
Resource Monitors are uncomfortable on purpose. That's why they save money.
Read →DORA Metrics For Data Pipelines
The DORA metrics work for data teams. Most data teams aren't measuring them.
Read →Conway's Law Pipeline Silos
Two teams sitting in different Slack channels build two pipelines that compute the same metric.
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