Gist: The 2026 State of Software Delivery report, analyzing 28M+ CI/CD workflows, finds AI speeds code creation but most teams do not accelerate delivery.
Signal reason: Reinforces positioning with a data-backed annual report.
A recurring theme inside Positioning Play signals for DevTools. Explore real examples and the stored reasons behind this classification.
Large-scale analysis can reveal quantifiable effects of creator behaviors on performance.
Themes group similar “reasons” across many signals so you can quickly spot what’s consistently driving launches, positioning shifts, conversion angles, or pain points in this space.
Real examples with the stored reasons/explanations.
Gist: The 2026 State of Software Delivery report, analyzing 28M+ CI/CD workflows, finds AI speeds code creation but most teams do not accelerate delivery.
Signal reason: Reinforces positioning with a data-backed annual report.