Ai
237 posts filed under Ai.
Premature Real-Time Tax
Streaming has a cost nobody puts in the business case: the weekly tax of running it after the demo works.
Read →Fractional Architect Series B Audit
Investor technical due diligence has one real question: will this stack survive the growth the round is funding?
Read →Semantic Layer Pitfalls - Invisible Technical Debt
You bought a semantic layer to end the "which number is right" argument. Eighteen months later you have 200 metrics and the same argument, …
Read →Leadership Bottleneck In Stacks
The 2026 data tooling is the best it's ever been. The bottleneck in most teams I see is still a leader who can't say, in two sentences, what …
Read →Deterministic vs Non-Deterministic AI
Run your AI feature twice on the same input. If a different answer would be a problem, you've found a deterministic requirement.
Read →Privacy By Design In Pipelines
Most teams collect everything "just in case," then try to add privacy when an audit looms. By then it's in 40 tables.
Read →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.
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