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Ai

243 posts filed under Ai.

Sept 14, 2026 Platform & Velocity

Scaleup Debt Economics

A CTO wanted a full platform rewrite before the next raise. 8 weeks of tickets pointed at two components.

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Sept 12, 2026 Technical Debt & Economics

Ops Engineering Shift

AI writes a working pipeline in 10 minutes. Nobody has asked it to be on call for one.

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Sept 10, 2026 Organizational Dynamics

AI Engineer Shortage Impact

Companies are writing one job ad for three different jobs and calling it an AI data engineer.

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Sept 9, 2026 Data Architecture & Strategy

MTTR Reduction Tactics

A broken pipeline costs you an hour. A wrong number nobody catches costs you a quarter.

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Sept 8, 2026 Fractional & Leadership

Fractional For Reg Prep

NIS2 turned one client's logging gap into a board-level problem inside a week.

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Sept 7, 2026 Technical Debt & Economics

FinOps SLA Definition

A dataset with no owner and no cost ceiling will always be somebody else's problem.

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Sept 4, 2026 Platform & Velocity

DE Churn From Fragile Stacks

Senior data engineers quit stacks that page them at 3am, and the exit interview says "growth".

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Aug 31, 2026 Organizational Dynamics

Cross-Functional Data Ownership

A backend deploy broke the data pipeline for the third time this quarter. Both teams had done their jobs correctly.

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Aug 30, 2026 Technical Debt & Economics

Compliance Investment ROI

A client built the same data inventory twice in 18 months. The first one was for the auditor.

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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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