The State of DevOps Report: AI in Testing Edition 2026 provides an in-depth analysis of how enterprises are navigating software testing in the age of AI. Based on insights from 820 global IT leaders and practitioners, this report benchmarks modern software delivery practices and offers a strategic blueprint for the future of quality assurance.
Key findings from the report include:
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Hybrid Infrastructures Dominate: 63% of organizations now blend cloud and on-premises testing, requiring unified orchestration and reporting.
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AI Adoption Advances: AI is now central to test creation, execution, and analysis, though 66% report rising costs.
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Quality Ownership Shifts: Developers write more tests, while QA teams focus on analytics, governance, and orchestration.
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Evolving Metrics: Top teams track business outcomes like retention, delivery speed, and revenue, beyond execution metrics.
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And more!
Gain the data-driven guidance required to lead your team through the complexities of modern software quality. Download the report today!
