What’s the average length of your feedback cycle?

Quality, Testing and SecurityAgile

1-2 days7%

3-4 days35%

1 week24%

2 weeks16%

3 weeks7%

One month or more5%

Not sure5%

Other (comment below)

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How many DevOps or DevSecOps resources have access to touch, add or change source code via your CI/CD pipeline?

0-2544%

26-5045%

51-1009%

100+1%

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What is the most interesting/helpful/unique tool you're using right now that no one is talking about?

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If your organization conducted a project to automate your software testing within the past two years, how long did it take to see a return on your investment?

0-3 months6%

4-6 months43%

6-12 months28%

Longer than 1 year7%

Have not seen a return on our test automation investment9%

Don't know3%

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Any tips on safely using AI for test generation? How do you avoid potential security or quality risks?

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Has anyone started exploring the incorporation of AI tools and training into their developer communities, particularly in the government space where we tend to be more risk-averse? I’m interested in hearing about the strategies you're using to evaluate these tools and how you distinguish between those offering real value and those that might be overhyped. While tools that simplify code reviews, generate test cases, and ensure automated test coverage are top of mind, I recognize there may be other valuable AI applications. I’d love to hear how others are navigating this space, especially in areas where risk management is a key consideration.

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