A Perforce survey of 820 IT and DevOps practitioners reveals AI is reshaping software development workflows. 53% of developers now author more tests directly, freeing QA teams for deeper analytics. 52% are embedding secure coding practices into CI/CD pipelines, and 50% are integrating security into code reviews. The survey highlights growing concern about 'AI slop' entering builds, overconfidence in managing AI agents, and skills gaps — with 44% citing limited training as the top barrier to secure coding adoption. Most organizations (63%) use hybrid test infrastructures, and cost tracking of AI-powered testing is becoming more common.
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