Overview of Checksum – AI-Powered End-to-End Test Generation

Checksum is an innovative testing solution that leverages artificial intelligence to automatically create and maintain end-to-end tests for web applications, utilizing real user sessions. This enables developers to accelerate their code deployment without the concern of disrupting existing functionalities.

What is Checksum?

Checksum is an AI-driven testing tool designed to streamline the generation and upkeep of end-to-end tests for web applications by analyzing actual user interactions. This approach allows for faster code releases while ensuring that existing features remain intact.

What Makes Checksum Unique?

Checksum distinguishes itself by training machine learning models on real user sessions from your production environment. These models understand how users navigate your application, enabling the generation of thorough tests that encompass both standard usage patterns and edge cases. The tests are built using open-source frameworks like Cypress and Playwright, ensuring you maintain full control. Additionally, they automatically adjust to code changes, requiring no extra maintenance effort.

Key Features

• Auto-Generated Tests: Save significant development time with AI-generated tests based on actual user sessions.
• Comprehensive Coverage: Machine learning models trained on user behavior ensure extensive test coverage, including critical paths.
• No Maintenance Required: Tests automatically adapt to code changes, remaining current without additional work.
• Bug Detection: Identify issues early in the development process, enhancing productivity by reducing bug-related firefighting.
• Open Source Frameworks: Generated tests utilize Cypress and Playwright, allowing seamless integration into existing workflows.
• Quick Integration: Privacy-focused data collection and automatic SDK setup enable test generation within minutes.

Pros & Cons Table

Who is Using Checksum?

Checksum is tailored for engineering and quality assurance teams within technology companies. Key roles that can benefit include:

• Software Engineers: Focus on feature development rather than manual test creation.
• QA Engineers: Obtain automated tests without the burden of maintenance.
• DevOps Engineers: Enhance confidence in frequent deployments.
• Product Managers: Protect against regressions when launching new features.
• CTOs/VP of Engineering: Facilitate rapid feature delivery without compromising quality.

Support Options

Checksum offers comprehensive support, including:

• Onboarding assistance and maintenance from the Checksum team.
• Documentation covering integration, usage, and troubleshooting.
• Email and chat support during business hours.
• A Slack community for discussions with other users.

Pricing

Please note that pricing information may not be up to date. For the most accurate and current pricing details, refer to the official Checksum website.

Integrations and API

Checksum seamlessly integrates with various platforms, including:

• CI/CD platforms: GitHub Actions, CircleCI, Jenkins, etc.
• Test runners: Jest, Mocha.
• Alerting: Slack, PagerDuty.
• Dashboards: Datadog, New Relic, Splunk.

Checksum also provides a REST API for generating additional tests, retrieving results, and configuring the system programmatically. Teams can customize tests by supplying scripts that are compiled into the final tests, allowing for the modeling of specific scenarios.

FAQ

• How does Checksum generate tests without access to new code? Our models extrapolate from existing production sessions to create relevant test flows for new features, learning UI conventions to generate robust tests.
• What kind of tests are generated? End-to-end UI tests using Cypress and Playwright frameworks, simulating real user navigation through your application.
• What data does Checksum collect? User sessions are recorded similarly to FullStory and Peek, then hashed for privacy protection. Sensitive elements can be masked during collection.
• What is the impact on app performance? Checksum employs proven open-source tools with minimal overhead, resulting in no noticeable impact on production app performance.
• How long does integration take? Integration can be completed in minutes by installing the Checksum SDK and providing a test account, allowing you to start generating tests in under an hour.

Useful Links and Resources

For more information, visit the official Checksum website and explore additional resources available for users.