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CI/CD is Shifting from Speed to Risk — AI Agents as Ephemeral Environment Managers

The Pragmatic Engineer·June 17, 2026
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Summary

Robert Erez argues AI is shifting CI/CD's primary design axis from 'how fast can we ship' to 'how do we manage risk.' Ephemeral environments are replacing static staging — each PR gets its own environment, torn down on merge. AI agents are being used to manage environment lifecycle. 'Roll forward not backward' is replacing rollback as the standard failure response.

Why this signal

Connects to Thomas Engineering's CI/CD practices and the challenge of scaling them for AI-generated code volumes. The ephemeral environment pattern is a specific architectural change Neo could evaluate.

Original email

The Pragmatic Engineer · 6/17/2026

CI/CD with Robert Erez

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