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Ai

224 posts filed under Ai.

Aug 29, 2026 Data Architecture & Strategy

Databases Are Being Redesigned for AI Workloads

Postgres handled it fine. Until the agent started issuing thousands of embedding lookups a second.

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Aug 28, 2026 Organizational Dynamics

Blame Post-Mortem Alt

We changed the questions in the postmortem, and the recurring outage stopped recurring.

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Aug 27, 2026 Platform & Velocity

Platform Evolution Funding Map

Data platform changes have a good window and a bad one. Funding milestones tell you which is which.

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Aug 16, 2026 Technical Debt & Economics

ROI Measures For Pipelines

We scored a client's pipelines on cost against consumption. About 1 in 5 had a monthly bill and zero consumers.

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Aug 14, 2026 Data Architecture & Strategy

Real-Time Failure Modes

Duplicate invoices came from the recovery, not the outage. The retry replayed 40 minutes into a double-counting sink.

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Aug 13, 2026 Fractional & Leadership

Fractional Multi-Client Economics

A company at 40 people needs senior data judgment about 2 days a week. Full-time is the wrong container.

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Aug 11, 2026 Organizational Dynamics

Ownership Vacuum Patterns

Nobody owned the orders table. Everyone had opinions about it in the incident channel.

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Aug 10, 2026 Organizational Dynamics

36% Learn AI Via Tools

Your engineers are already learning AI at work. The only question is whether it's sanctioned.

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Aug 9, 2026 Data Architecture & Strategy

Observability Blast Radius

A failure that cost one dashboard last year now takes out 40 downstream jobs. The platform grew. The alerts didn't.

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Aug 8, 2026 Platform & Velocity

Series B Hiring Role Matrix

Half the "Head of Data" searches I see are two different jobs wearing one title.

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