The Agentic Pivot: Engineering leaders share the reality of AI in the SDLC

The Agentic Pivot: Engineering leaders share the reality of AI in the SDLC Key findings from a 2026 survey of 1,000+ software professionals on the state of AI-native engineering within their organizations.

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In this report, you’ll find:

[li indent=0 align=left]The five findings that define the agentic pivot in software delivery[li indent=0 align=left]Why 88% of leaders say they need a governed system of record— and only 19% have built one[li indent=0 align=left]How the definition of the engineering role is becoming broader as code implementation compresses[li indent=0 align=left]Where engineering leaders plan to reinvest AI-driven capacity gains (hint: quality first)[li indent=0 align=left]A stage-by-stage remap of the SDLC—planning, implementation, testing, review, ship & monitor—showing what's changing and where it's heading[li indent=0 align=left]Three moves engineering leaders should make now to lean into the expansion and stay ahead over the next 12 months