JFrog announced a new machine learning (ML) lifecycle integration between JFrog Artifactory and MLflow, an open source software platform originally developed by Databricks.
Appvance announced the launch of AI test generation for native mobile applications including iOS and Android, native, hybrid, REACT and Webview.
Appvance has deployed machine learning technology that can "blueprint" an application, re-learn on its own each time the build changes, and autonomously generate comprehensive smoke, regression, performance and security tests.
Appvance's AI automatically adapts these scripts when the build changes eliminating the need for test script maintenance. Far beyond simple "bots", the technology is smart and can navigate the most complex business applications, even with mixed libraries. Native Mobile AI test generation is now part of the Appvance IQ (AIQ) platform that generates and maintains scripts 100,000 times faster than scripting by humans.
"Forty percent of a developer's time is squandered in testing, and at Appvance, we have been working for years to reduce that effort by 90%," said Appvance CTO Kevin Surace. "It's painful work for developers and QA people alike. We invented Level-5 autonomy for web and now bring the most experienced team and technology to mobile, to cut that process from days or weeks to minutes, all while finding more critical bugs. We have been trialing this technology with clients for over a year. Our formal entry into the mobile test space is a game-changer for every mobile developer."
Appvance's issued patents detail innovations that automatically generate valid test scripts without requiring information about a system and its users. Leveraging 19 machine learning models, AIQ can generate thousands of user stories by itself, mimicking human actions, then validating that the UX indeed acted as it was expected.
Modeled after the driverless vehicle levels defined by SAE (Society of Automobile Engineers), the software QA industry has adopted similar metrics for QA automation levels. Each increasing level also increases QA team productivity and helps organizations accelerate DevOps with improved quality and reduced cost. Level-5 is defined as self-generating tests which are able to validate complex actions or data or elements autonomously at or above human capabilities. Appvance has attained this level, and offers level-5 autonomy for web and mobile apps.
AIQ offers the following general capabilities:
- AI generated data-driven scripts in under an hour
- Advanced validations which can compare expected values with actual results
- Functional, regression, performance, load and security testing
- UX and API issues fully discovered without coding
- Test new features in a build as well as existing features, autonomously
- Rock-solid CI/CD integration for continuous testing
- Incredible detailed bug reporting
- Cloud based devices and emulators for instantaneous testing
- No user-trackers are required to be added to your apps, unlike other vendors
- Available as cloud (SaaS) or on-prem deployment.
AIQ is available to enterprise-class customers through an exclusive engagement process.
Industry News
Copado announced the general availability of Test Copilot, the AI-powered test creation assistant.
SmartBear has added no-code test automation powered by GenAI to its Zephyr Scale, the solution that delivers scalable, performant test management inside Jira.
Opsera announced that two new patents have been issued for its Unified DevOps Platform, now totaling nine patents issued for the cloud-native DevOps Platform.
mabl announced the addition of mobile application testing to its platform.
Spectro Cloud announced the achievement of a new Amazon Web Services (AWS) Competency designation.
GitLab announced the general availability of GitLab Duo Chat.
SmartBear announced a new version of its API design and documentation tool, SwaggerHub, integrating Stoplight’s API open source tools.
Red Hat announced updates to Red Hat Trusted Software Supply Chain.
Tricentis announced the latest update to the company’s AI offerings with the launch of Tricentis Copilot, a suite of solutions leveraging generative AI to enhance productivity throughout the entire testing lifecycle.
CIQ launched fully supported, upstream stable kernels for Rocky Linux via the CIQ Enterprise Linux Platform, providing enhanced performance, hardware compatibility and security.
Redgate launched an enterprise version of its database monitoring tool, providing a range of new features to address the challenges of scale and complexity faced by larger organizations.
Snyk announced the expansion of its current partnership with Google Cloud to advance secure code generated by Google Cloud’s generative-AI-powered collaborator service, Gemini Code Assist.
Kong announced the commercial availability of Kong Konnect Dedicated Cloud Gateways on Amazon Web Services (AWS).
Pegasystems announced the general availability of Pega Infinity ’24.1™.