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Where AI in CI/CD is working for engineering teams

ID: 6975fa23-9587-5b0d-9b7b-64b2d548ee9e

STIX ID: report--6975fa23-9587-5b0d-9b7b-64b2d548ee9e

Feed Name: Help Net Security

Date Published: 2026-04-24

Date Updated: 2026-04-28

Author: Anamarija Pogorelec

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The article summarizes JetBrains research showing widespread local AI use by developers but limited AI adoption inside CI/CD pipelines, outlines three pipeline use cases (failure diagnosis, security workflows, test optimization), describes a four-stage maturity model for AI in delivery systems, and highlights reliability, control, and governance challenges as AI-generated changes increase in pipelines.

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