CodeceptJS with AI
Test Automation

Pros and Cons

Pros:

• Assists in writing tests and generating page objects
• Self-heals failing tests, potentially reducing maintenance efforts
• Integrates AI directly into the testing framework
• Supports multiple AI providers for flexibility

Cons:

• AI features are experimental and may not always produce perfect results
• Requires sending HTML content to AI providers, which may raise security concerns
• Limited to web-based testing with Playwright, WebDriver, etc.
• May struggle with complex, dynamic single-page applications

AI Features

CodeceptJS AI offers several key features:

• Test Writing Assistance: Helps write tests in pause() or interactive shell mode.
• Page Object Generation: Automatically generates page objects in pause() or interactive shell mode.
• Self-Healing Tests: Attempts to fix failing tests, which can be particularly useful in CI environments.
• Custom AI Prompts: Allows sending arbitrary prompts to the AI provider from any tested page, attaching its HTML contents.

Test Types Supported

CodeceptJS AI primarily supports web-based testing using frameworks like Playwright and WebDriver. It's designed to work with:

• Functional tests
• End-to-end tests
• UI tests

However, it's important to note that the AI features are currently limited to web-based testing scenarios.

Learning Curve

The learning curve for CodeceptJS AI depends on the user's familiarity with CodeceptJS and test automation in general. For those already using CodeceptJS, integrating AI features should be relatively straightforward. New users may need to learn both CodeceptJS basics and AI-specific functionalities.

Compatibility

• Browsers: Compatible with major browsers supported by Playwright and WebDriver.
• Operating Systems: Cross-platform, supporting Windows, macOS, and Linux.
• Application Types: Primarily focused on web applications. May have limitations with complex single-page applications or highly dynamic content.

Integrations

CodeceptJS AI integrates with various AI providers, including:

• OpenAI (GPT models)
• Anthropic (Claude)
• Mixtral (via Groq Cloud)
• Azure OpenAI

Users can configure their preferred AI provider in the CodeceptJS configuration file.

User Ratings/Reviews

As CodeceptJS AI is a relatively new and experimental feature, comprehensive user ratings and reviews are not widely available. The reception among the CodeceptJS community seems positive, but more real-world usage and feedback are needed for a thorough assessment.

Customer Support

CodeceptJS, being an open-source project, primarily relies on community support through:

• GitHub issues
• Documentation
• Community forums

Specific AI-related support may vary depending on the chosen AI provider.

Pricing

CodeceptJS itself, including its AI features, is open-source and free to use. However, users need to consider the costs associated with their chosen AI provider:

• OpenAI, Anthropic, and Azure OpenAI have their own pricing models based on API usage.
• Mixtral via Groq Cloud offers its own pricing structure.

Users should factor in these AI service costs when implementing CodeceptJS AI in their testing workflows.

In conclusion, CodeceptJS AI represents an innovative approach to test automation, leveraging AI to assist in various aspects of testing. While it shows promise in reducing test maintenance and improving test writing efficiency, users should be aware of its experimental nature and potential limitations, especially with complex web applications.