Kerno

Introduction to Kerno

Kerno is an AI-powered tool designed to automate backend integration testing directly within your IDE. It eliminates the need for manual test writing, execution, and maintenance by generating meaningful tests that understand your codebase, dependencies, and business logic. Kerno provides end-to-end test automation, from creating test cases to running them in real-time environments and delivering instant audit reports. This allows developers to validate every code change quickly, ensuring confidence in their work before committing changes.

The product is tailored for backend engineers who want to streamline their testing workflows and reduce the overhead associated with maintaining test suites. By leveraging AI, Kerno not only generates tests but also continuously updates them as the codebase evolves, ensuring consistent coverage and reliability. Whether you're working on a new feature or debugging existing code, Kerno helps you catch issues early and improve the overall quality of your software.

Takeaways

• Fully automated backend integration testing
• AI-driven test generation and execution
• Real-time audit reports and feedback
• Continuous test maintenance and updates
• Supports multiple backend languages and dependencies
• Integrates seamlessly into your favorite IDE
• Ensures test coverage and reliability without manual effort

How Kerno Works

Kerno operates by analyzing your codebase and building a detailed graph of all components, dependencies, and business logic. This context-aware understanding allows it to generate comprehensive test suites that cover every user flow and edge case. When a code change is made, Kerno autonomously spins up real dependencies, runs the tests, and updates the test suite accordingly. The results are delivered instantly inside your IDE, allowing you to review and act on feedback without waiting for CI pipelines.

The tool also supports 10+ backend programming languages and 30+ dependencies, making it highly versatile for different development environments. Kerno ensures that your test environment is always up-to-date and reliable, reducing the risk of test failures due to misconfigured setups or outdated test cases.

Core Benefits and Applications