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237 posts filed under Ai.

Jul 31, 2026 Data Architecture & Strategy

BigQuery Vs Snowflake For Ad-Hoc

BigQuery vs Snowflake for ad-hoc work comes down to one choice: pay per scan or pay per minute.

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Jul 30, 2026 Organizational Dynamics

DORA For Data Reliability

The DORA metrics are over a decade old, proven on software teams, and unused on most data teams I meet.

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Jul 27, 2026 Organizational Dynamics

DE Compensation Trends EU

A client budgeted 2024 salaries for a 2026 data engineer role. The vacancy is now in month six.

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Jul 18, 2026 Fractional & Leadership

Fractional Positioning For BE Startups

A CTO said "that's exactly us" four minutes into the call. The pitch was a description of his company.

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Jul 17, 2026 Technical Debt & Economics

Cost Of No Data Contracts

A team of 8 data engineers spent roughly 30% of their week negotiating schema changes in Slack.

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Jul 16, 2026 Data Architecture & Strategy

AI Modeling Crisis Patterns

Every failed RAG project I've reviewed had the same upstream issue: nobody modeled the data underneath it.

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Jul 15, 2026 Platform & Velocity

Series A To B Stack Pivot

The warehouse that carried you to Series A can quietly become the wrong one by Series B.

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Jul 14, 2026 Organizational Dynamics

Hiring Retention Via Culture Fit

We changed one screening step and two senior data engineers are still there, past year two.

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Jul 13, 2026 Technical Debt & Economics

EU Reg Overlap Decision Aid

We mapped NIS2, DORA and GDPR incident duties for one client. One incident record fed all three.

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Jul 12, 2026 Data Architecture & Strategy

Data Product Canvas Update For AI Consumers

Your newest data consumers don't file tickets. They're AI agents, and they break differently.

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