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Ai

184 posts filed under Ai.

Feb 21, 2026 Data Architecture & Strategy

Data Observability Practical Start

Data observability sounds expensive and complex. Here's how to start in one afternoon.

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Feb 20, 2026 Data Architecture & Strategy

Incremental Processing Pattern

Your nightly job reprocesses 10TB. Only 50GB changed. You're burning money and adding risk.

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Feb 19, 2026 Organizational Dynamics

Waiting for LLMs vs Waiting for Compilation

We spent a decade optimizing compilation times. Now we're staring at an LLM spinner doing the exact same thing.

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Feb 18, 2026 Organizational Dynamics

Cost of Tribal Knowledge

Nobody sets out to hoard knowledge.

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Feb 16, 2026 Technical Debt & Economics

Technical Debt Cost Calculation

Slow pipelines are a symptom. The disease is poor architectural decisions nobody revisited.

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Feb 15, 2026 Technical Debt & Economics

The Second-System Effect in Data Platforms

Your second data platform will be overengineered. Fred Brooks predicted this in 1975.

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Feb 12, 2026 Organizational Dynamics

AI Worry Gap - Engineers vs Executives

Executives see AI as opportunity. Engineers see it as threat. Neither is talking to the other about it.

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Feb 11, 2026 Organizational Dynamics

The Alex Problem - Hero Dependency

Alex knows everything about your data platform. When Alex leaves, you're in trouble.

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Feb 10, 2026 Data Architecture & Strategy

T-Shaped Monitoring Model

Monitoring all your data equally is why you're drowning in alerts. Here's the smarter approach.

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Feb 8, 2026 MVP to Platform

Platform Rescue Engagement

Three months ago, this data platform had 15 incidents per week. Today: 3.

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