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What’s the ROI of software engineers’ spending on AI?

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AI spending has greatly increased at most companies this year, but has it actually changed shipping velocity and PR output? We analyse data from 27 companies – with some interesting findings ͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­͏     ­...
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Thank you for supporting The Pragmatic Engineer

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Thank you for reading The Pragmatic Engineer. As a token of our appreciation, we're offering you a limited-time offer of 20% off a paid subscription for your first year. Redeem special offer Here are the benefits you unlock with a paid subscription: Articles every Tuesday and Thursday Access to resources for engineering managers and engineers Access the complete archive See a list of all past articles , and read reviews from subscribers . Thanks again for reading. © 2026 Gergely Orosz 548 Market Street PMB 72296, San Francisco, CA 94104
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