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deep tech AI saves workers a day a week, but they don’t know what to do with it | CIO October 15, 2026

How to make sense of the agentic AI tools ecosystem

How to make sense of the agentic AI tools ecosystem
AI Summary

For the past half century or more, the teams running enterprise software stacks have nurtured a vast ecosystem of tools to keep software humming along. They’ve built CI/CD pipelines, elaborate test suites, code repositories, and tools galore, all with the goal of keeping the systems up and running. Now AI is throwing a wrench into the whole endeavor.

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