The best software development, cloud computing, data analytics, and machine learning products of 2022

CircleCI continues to find new ways to accelerate the software build, test, and deployment pipeline. The cream of the CI/CD crop runs in the cloud or on premises, supports multiple build environments, and integrates with scads of languages, repos, build tools, test tools, monitoring and reporting tools, and deployment targets.

The company’s recent acquisition of Ponicode, an AI-powered test tool, further bolsters the platform with automated tools to identify potential code quality issues. Rather than relying on developers to determine test strategies, the IDE plugin automates the process, providing machine learning to guide the selection of tests to be run at various stages of development.

Software development teams looking to make software delivery fast and reliable need look no further than CircleCI. 

— James R. Borck

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