Systems | Development | Analytics | API | Testing

Developing APIs can often be a complex web of dependencies, external dependencies, and murky network traffic. In order to build better, developers need a certain amount of stability to test a query or feature against, and when this stability is lacking, development can get more complicated and difficult. Enter API mocking. API mocking is an approach to generating a mock service that provides dependable data for a variety of testing purposes. This data can then be used as a test case for actual API calls, allowing for more complete and accurate development.

Perforce Intelligence gives CIOs confidence to lead AI-driven digital transformation securely and efficiently, while delivering measurable results to the business. New AI enhancements to Puppet Enterprise Advanced help teams learn, optimize, and better understand their infrastructure changes without needing advanced Puppet skills.

In the largest global report on data streaming, 89% say DSPs make AI adoption easier. 90% of IT leaders are boosting investments in DSPs in 2025.