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GitHub Repo Analysis: anti-work/shortest


Executive Summary

The "anti-work/shortest" project is an AI-powered natural language end-to-end testing framework called "Shortest," developed by the organization anti-work. It leverages the Anthropic Claude API and Playwright for AI-driven test execution, offering GitHub integration with 2FA support. The project is in a state of active development with a focus on enhancing its testing capabilities and addressing technical challenges.

Recent Activity

Team Members and Contributions

  1. Mohammad Rad (m2rads)

    • Added email validation features (PR #135).
    • Updated README with demo content (PR #139).
  2. Fernando Rojo

    • Proposed syntax highlighting for the homepage (PR #140).
  3. Crabest

    • Introduced chained tests feature (PR #136).
  4. Cristian Pereyra

    • Developed a recording-based tool for test steps (PR #134).
  5. Sahil Lavingia

    • Collaborated on fixing Playwright installation issues (PR #133).

Recent Issues and PRs

Closed Issues

Risks

Of Note

Quantified Reports

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Recent GitHub Issues Activity

Timespan Opened Closed Comments Labeled Milestones
7 Days 9 5 30 9 1
30 Days 14 10 43 14 1
90 Days 32 27 174 32 1
All Time 41 36 - - -

Like all software activity quantification, these numbers are imperfect but sometimes useful. Comments, Labels, and Milestones refer to those issues opened in the timespan in question.

Rate pull requests



2/5
The pull request introduces syntax highlighting to the homepage using the 'bright' library, which is a useful feature. However, it lacks thorough testing and documentation, as evidenced by the inability to preview changes locally due to missing environment variables. The PR also has unresolved build issues in the preview environment, which further indicates insufficient preparation and testing. While the change itself is not insignificant, these flaws prevent it from being rated higher.
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3/5
The pull request updates the README file by adding a demo video, stars, npm version, and monthly downloads, which are useful additions for users. However, it mainly involves documentation changes and minor visual enhancements. While these changes improve the README's informativeness and appearance, they are not particularly significant or complex. The PR does not introduce new functionality or substantial improvements to the codebase. Therefore, it is an average update with some utility but lacks depth or complexity.
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3/5
The pull request introduces email validation features using Mailosaur, which is a significant addition to the project. It also includes a new tool for handling delays in test execution. However, the PR is still in draft status and lacks completion on issue #104. The changes are substantial but not groundbreaking, with some refactoring and minor fixes included. Overall, the PR is average, with potential for improvement once finalized.
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3/5
This pull request introduces a basic implementation of a recording-based tool and client, which is a potentially useful feature. However, it is still incomplete and requires cleanup, as acknowledged by the author. There are also suggestions for improvements and additional parameters to be added. The code changes are moderate in size and complexity, but some parts may execute test steps twice, which needs addressing. Overall, the PR is average with room for improvement, making it deserving of a rating of 3.
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4/5
The pull request introduces a significant improvement by adding chained tests, allowing for more flexible test dependencies. This enhances the readability and maintainability of test code, which is a valuable contribution. The discussion in the comments shows active engagement with reviewers and iterative improvements based on feedback, such as renaming functions for clarity. However, while the feature is quite useful, it doesn't represent a groundbreaking change or an exceptionally complex implementation, which is why it doesn't merit a perfect score.
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Quantified Commit Activity Over 14 Days

Developer Avatar Branches PRs Commits Files Changes
Mohammad Rad 4 10/7/1 48 33 8429
Varun Khalate 1 5/2/3 2 10 1033
devin-ai-integration[bot] 1 3/2/1 2 2 113
Sahil Lavingia 1 1/1/0 1 1 73
Razvan Marescu 1 1/1/0 1 3 9
Cristian Pereyra (kshmir) 0 1/0/0 0 0 0
Crabest (crabest) 0 1/0/0 0 0 0
Fernando Rojo (nandorojo) 0 1/0/0 0 0 0

PRs: created by that dev and opened/merged/closed-unmerged during the period

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Project Risk Ratings

Risk Level (1-5) Rationale
Delivery 3 The project faces moderate delivery risks due to a backlog of issues and incomplete pull requests. For example, PR #134 is still in progress and requires cleanup tasks, which could delay delivery timelines. Additionally, the lack of milestones set for issues suggests potential gaps in planning that could impact delivery schedules.
Velocity 3 The velocity risk is moderate as well. Although there is active development with significant contributions from key developers like Mohammad Rad, the reliance on a few individuals poses a risk if their availability changes. The backlog of issues also indicates potential velocity concerns if not managed properly.
Dependency 4 There is a high dependency risk due to reliance on external services like Mailosaur and Anthropic API. If these services encounter issues or changes, it could significantly impact the project's functionality and delivery.
Team 3 The team risk is moderate. While there is active engagement among team members, the disparity in workload distribution, with some members contributing significantly more than others, could lead to burnout or conflicts if not addressed.
Code Quality 3 Code quality risk is moderate due to incomplete implementations and pending cleanup tasks in several pull requests, such as PR #134. These issues need to be addressed to maintain high code standards.
Technical Debt 3 Technical debt risk is moderate as efforts are being made to manage it through updates like removing non-shortest tests (#130). However, incomplete features and insufficient testing in some areas could contribute to accumulating technical debt if not systematically addressed.
Test Coverage 4 Test coverage risk is high due to insufficient testing in some pull requests (e.g., PR #140) and unresolved issues related to timeout errors during test execution (#141). These gaps need urgent attention to ensure reliable test coverage.
Error Handling 3 Error handling risk is moderate. While there are improvements in error management, such as robust mechanisms for Playwright installation (#133), unresolved timeout errors during test execution highlight areas needing further enhancement.

Detailed Reports

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Recent Activity Analysis

Recent GitHub issue activity for the "anti-work/shortest" project shows a mix of newly created and recently updated issues, with several issues being closed in the past few days. The project currently has 5 open issues, with a focus on enhancing testing capabilities and addressing technical challenges.

Notable Anomalies and Themes

  • Visual Testing (#142): This issue involves adding screenshot comparison for visual regression testing. It is notable because it suggests a proactive approach to maintaining UI consistency, which is crucial for user experience. The involvement of AI-generated solutions indicates an experimental approach to problem-solving.

  • Timeout Issues (#141): A recurring theme is timeout errors during test execution, as seen in issue #141. This highlights potential performance bottlenecks or configuration issues that need addressing to ensure smooth test execution.

  • Performance Optimization (#124): The emphasis on caching to speed up tests reflects a broader theme of performance optimization within the project. Offering bounties for contributions suggests an active effort to engage the community in solving these challenges.

  • Chained Tests (#123): The desire to implement nested or chained tests indicates an effort to streamline test processes and reduce redundancy, which can improve efficiency and maintainability.

  • Email Support (#104): The exploration of email testing solutions like Mailosaur or temp-email suggests a focus on expanding testing capabilities to cover more real-world scenarios.

Overall, the issues reflect a focus on enhancing test efficiency, reliability, and coverage, with active community engagement through bounties and collaborative problem-solving.

Issue Details

Most Recently Created Issues

  1. #142: Visual Testing

    • Priority: Not specified
    • Status: Open
    • Created: 0 days ago
    • Comments indicate initial implementation steps and AI-generated solutions.
  2. #141: page.waitForLoadState (Testing clerk sign up)

    • Priority: Not specified
    • Status: Open
    • Created: 0 days ago
    • Involves troubleshooting timeout errors during test execution.

Most Recently Updated Issues

  1. #124: Cache tests

    • Priority: Not specified
    • Status: Open
    • Created: 5 days ago, Edited 1 day ago
    • Focuses on improving test speed through caching mechanisms.
  2. #104: Email support

    • Priority: Not specified
    • Status: Open
    • Created: 19 days ago, Edited 2 days ago
    • Discusses integrating email testing services for enhanced functionality.

Closed Issues

  1. #138: Testing Github assets

    • Closed 1 day ago after successfully linking a video asset for documentation purposes.
  2. #132: Install failure with playwright

    • Closed 1 day ago after resolving installation issues by updating documentation and dependencies.

The project's active management of issues, including prompt closures and detailed discussions, indicates a well-maintained repository with a focus on continuous improvement and community involvement.

Report On: Fetch pull requests



Analysis of Pull Requests for "anti-work/shortest"

Open Pull Requests

  1. PR #140: feat: add syntax highlighting to homepage

    • State: Open
    • Created: 1 day ago by Fernando Rojo
    • Details: This PR aims to add syntax highlighting to the homepage using the bright library. There are issues with local preview due to missing environment variables, and the Vercel deployment has failed.
    • Comments: The team is working on resolving build issues, and there is a suggestion to use fake credentials for testing.
    • Concerns: The inability to preview changes locally and the failed Vercel deployment need addressing before merging.
  2. PR #139: Update README to add demo and stats

    • State: Open
    • Created: 1 day ago by Mohammad Rad
    • Details: Updates README with demo video, stars, npm version, and monthly downloads. Discussions are ongoing about the presentation style.
    • Comments: Suggestions have been made regarding the layout and color scheme of the README.
    • Concerns: None significant; discussions are constructive and focused on aesthetics.
  3. PR #136: add chained tests

    • State: Open
    • Created: 1 day ago by Crabest
    • Details: Introduces a new feature for chained tests, allowing tests to depend on each other.
    • Comments: There is an active discussion on improving the API design for better readability and usability.
    • Concerns: The implementation needs refinement based on feedback to ensure intuitive usage.
  4. PR #135: Feat: Email Validation

    • State: Open (Draft)
    • Created: 1 day ago by Mohammad Rad
    • Details: Adds email validation features using Mailosaur, including email generation and rendering tools.
    • Comments: The PR is still in progress, with ongoing updates and refactoring.
    • Concerns: As a draft, it requires further development before review.
  5. PR #134: add a basic implementation of a recording based tool and client

    • State: Open
    • Created: 1 day ago by Cristian Pereyra
    • Details: Implements a snapshot-based tool for recording test steps, aiming to improve speed and reliability.
    • Comments: Feedback has been provided on improving logging and avoiding redundant executions.
    • Concerns: Needs further refinement to address feedback and enhance functionality.

Recently Closed Pull Requests

  1. PR #137: Update homepage

    • State: Closed
    • Merged by Sahil Lavingia
    • Details: Updated the homepage inspired by external design ideas.
    • Significance: Successfully merged with minimal changes, indicating a straightforward update.
  2. PR #133: Fix playwright installation issue

    • State: Closed
    • Merged by Mohammad Rad
    • Details: Addressed installation issues with Playwright in setup scripts, improving error handling.
    • Significance: Resolves critical setup issues that could affect new contributors or CI/CD pipelines.
  3. PR #131 & PR #130 & PR #129 & PR #127 & PR #126:

    • These PRs were related to cleaning up non-shortest tests from the repository. They were closed after merging or replaced by subsequent PRs that addressed similar issues more comprehensively.
  4. PR #125 & PR #121:

    • Both involved updates to the homepage content to reflect new visions or simplify existing content. They were successfully merged, indicating alignment with project goals.
  5. Other closed PRs primarily focused on bug fixes, documentation updates, or minor feature enhancements that contribute incrementally to project stability and usability.

Notable Observations

  • The project is actively maintained with frequent updates focusing on both feature enhancements and bug fixes.
  • There is significant engagement from multiple contributors, indicating a collaborative development environment.
  • The open pull requests highlight ongoing efforts to enhance functionality (e.g., email validation, test chaining) and improve user experience (e.g., syntax highlighting).
  • Recently closed pull requests demonstrate responsiveness in addressing critical issues like installation problems and documentation clarity.

Recommendations

  • For open PRs like #140 and #134, resolving build issues should be prioritized to facilitate testing and integration.
  • Continuous feedback loops observed in open PRs should be maintained to ensure high-quality contributions.
  • Consider streamlining documentation updates in tandem with feature releases to keep users informed of new capabilities or changes in setup requirements.

Report On: Fetch Files For Assessment



File Analysis

1. packages/shortest/src/browser/manager/index.ts

Structure and Quality:

  • The file defines a BrowserManager class that manages the lifecycle of a Playwright browser and context.
  • It includes methods for launching, clearing, recreating, and closing browser contexts.
  • Error handling is implemented for missing browser executables, with automatic installation of Playwright browsers.
  • The use of TypeScript types enhances code readability and reduces runtime errors.
  • The code is modular and follows single responsibility principles.

Improvements:

  • Consider adding more detailed logging for each operation to aid in debugging.
  • The normalizeUrl method could be improved by logging invalid URLs.

2. packages/shortest/src/cli/setup.ts

Structure and Quality:

  • This script automates the setup process for Playwright browsers, checking if they are installed and installing them if necessary.
  • Error handling is present to warn users if installation fails.
  • The use of execSync ensures synchronous execution but may block the event loop; consider using asynchronous alternatives where possible.

Improvements:

  • Provide more specific error messages to guide users on how to resolve issues.
  • Consider refactoring to use async/await for non-blocking operations.

3. app/(dashboard)/page.tsx

Structure and Quality:

  • This file defines a React component for the homepage, using Next.js features like Link.
  • It uses Tailwind CSS classes for styling, which keeps the JSX clean.
  • The component is well-organized with clear separation between sections.

Improvements:

  • Consider extracting repeated styles or components into separate files to improve maintainability.
  • Ensure all external links have appropriate security attributes (rel="noopener noreferrer").

4. packages/shortest/src/browser/core/browser-tool.ts

Structure and Quality:

  • This file contains a large class BrowserTool that extends BaseBrowserTool, providing various browser interaction methods.
  • It includes advanced features like mouse tracking and click animations, enhancing user interaction simulation.
  • The class is well-documented with comments explaining complex logic.

Improvements:

  • The file is quite large (600 lines); consider breaking it down into smaller modules or classes to improve readability.
  • Ensure consistent error handling across all methods.

5. packages/shortest/src/core/runner/index.ts

Structure and Quality:

  • Defines a TestRunner class responsible for discovering, compiling, and executing tests using AI orchestration.
  • Utilizes configuration options effectively to customize test execution environments.
  • The code is well-organized with clear separation of concerns between test discovery, execution, and result handling.

Improvements:

  • Improve error messages for better clarity on failures during test execution.
  • Consider implementing retries or fallbacks for network-dependent operations.

6. packages/shortest/src/types/config.ts

Structure and Quality:

  • A concise TypeScript interface defining configuration options for the application.
  • Includes essential fields like headless, baseUrl, testDir, and anthropicKey.

Improvements:

  • Consider adding comments or documentation for each field to clarify their purpose and usage.

7. packages/shortest/tests/test-keyboard.ts

Structure and Quality:

  • A test script that verifies keyboard shortcut functionality using the BrowserTool.
  • Uses console logs effectively to provide feedback on test execution results.

Improvements:

  • Consider using a testing framework like Jest for structured assertions instead of relying solely on console logs.
  • Add more comprehensive tests covering edge cases and potential failure scenarios.

8. .github/workflows/shortest.yml

Structure and Quality:

  • A GitHub Actions workflow file that automates testing on pull requests.
  • Includes steps for setting up the environment, installing dependencies, and running tests.

Improvements:

  • Ensure all secrets used in the workflow are securely stored in GitHub Secrets.
  • Consider adding notifications or alerts for failed runs to improve visibility into CI/CD processes.

Overall, the codebase demonstrates good practices in TypeScript usage, error handling, and modular design. There are opportunities to enhance maintainability through further modularization, improved logging, and adopting standard testing frameworks.

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Development Team and Recent Activity

Team Members and Their Activities

  • Mohammad Rad (m2rads)

    • Active across multiple branches, primarily focused on enhancing the testing framework.
    • Recent work includes adding new features like email validation tools, integrating with Mailosaur, and updating system prompts.
    • Engaged in refactoring efforts to simplify setup scripts and improve error handling.
    • Collaborated with Sahil Lavingia on fixing Playwright installation issues and updating README files.
    • Added mouse tracking features and refined API functionalities.
  • Sahil Lavingia (slavingia)

    • Contributed to updating the homepage and fixing Playwright installation issues.
    • Co-authored commits with Mohammad Rad, indicating collaboration on several tasks.
  • Varun Khalate (khalatevarun)

    • Focused on removing non-essential tests to clarify the project's scope.
    • Removed specific test files not related to the core functionality of "shortest."
  • Devin AI Integration [bot]

    • Involved in simplifying the homepage by focusing on core examples and removing redundant content.
  • Razvan Marescu (rmarescu)

    • Added a logo to the project, contributing to its visual branding.

Patterns, Themes, and Conclusions

  • Collaboration: There is significant collaboration among team members, particularly between Mohammad Rad and Sahil Lavingia. This is evident from co-authored commits and joint efforts in addressing issues and enhancing features.

  • Focus on Testing Framework: The majority of recent activities revolve around improving the testing framework's functionality. This includes adding new tools for email validation, refining API integrations, and enhancing user experience through features like mouse tracking.

  • Refactoring and Simplification: The team is actively engaged in refactoring code to simplify processes. This includes streamlining setup scripts, removing unnecessary tests, and focusing on core examples in documentation.

  • Continuous Improvement: Regular updates are being made to address bugs, enhance features, and update documentation. This indicates a focus on maintaining a robust and user-friendly testing framework.

  • Integration with External Tools: The project integrates with various external tools like Mailosaur for email validation and GitHub for authentication tests. This highlights a theme of leveraging existing technologies to enhance the framework's capabilities.

Overall, the development team is actively working on refining the "Shortest" project by focusing on core functionalities, improving user experience, and ensuring seamless integration with external tools.