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Theory released the 2026 AI in Practice Survey on 22 September 2026, polling 455 senior technical builders. Security rose to the top pain point at 43%, while 45% of teams now route queries across multiple models. Cloudflare dominates agent sandboxes with 62% usage, and 56% of respondents utilize business intelligence tools for analysis.
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