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AI Engineering Trends: September 2026

About this report

This resource represents the industry’s most comprehensive quantitative analysis of AI transformation in software engineering. Compiled from the largest study of its kind, these results comprise real-world engineering signals about how thousands of organizations and hundreds of thousands of developers are using AI tools across the SDLC.

Use these metrics as an objective baseline to benchmark your organization’s AI adoption and usage maturity. Beyond simple activity signals, this dataset quantifies the correlation between deep tool integration and its impact on measurable gains in delivery throughput and engineering outcomes.

For more, and to download the report, CLICK HERE.

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