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Keyhole reports 2026 agentic-AI adoption in software lifecycles
Sep 2, 2026SOURCE: keyholesoftware.com
SO WHAT
In the thousand-day window, this shifts choice from human authorship to agent orchestration, raising leverage for owners while users consume results.
Keyhole claims agentic AI has moved beyond code-generation pilots into broader software development workflows. The wire signal: the old system is being replaced at the workflow level, not just the output level.
This is Negative Resistance’s reframed reading of a reported signal. The headline and analysis above are our interpretation through the thousand-day-window lens. The original reporting lives at the source linked above.