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arXiv • Jun 25, 2026
Agentic AI usage research shows broader shift beyond developer-only workflows
Research on agentic AI usage indicates rapid growth and a shift toward tools that can take actions for users.
• Agentic tools are expanding from coding into broader knowledge-work operations.
• Action-taking AI requires permission models, undo paths, audit logs, and task boundaries.
• User adoption varies by organization, workflow, and trust level.
Builder take
• Do not ship agents as magic buttons; ship scoped actions with visible state and review points.