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Recent GitHub Issues Activity

_{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.}

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PR#978 - Fix: typoopen

2_/5

Louis Kapp (louiskhub)Created: 2025-03-09

The pull request addresses a minor typo in the README file, changing 'services.py' to 'service.py'. While correcting typos is important for clarity, this change is insignificant in terms of code functionality or project impact. It does not introduce any new features, fix critical bugs, or enhance the project's security or performance. Therefore, it warrants a rating of 2, as it is a trivial change with minimal significance.

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PR#956 - Enabled downloads over CDP session, tested in browserbase.com.open

3_/5

Manoj Tutika (manojsundayai)Created: 2025-03-06

The pull request introduces a new feature allowing downloads over a CDP session, which is a useful addition for browser automation. The change is concise, adding only 7 lines of code, and appears to be well-tested as indicated by the commit message. However, the PR lacks detailed documentation or comments explaining the new functionality, which could aid future maintainability and understanding. Additionally, while the feature is significant, it is not groundbreaking or complex enough to warrant a higher rating. Overall, it's an average contribution that improves functionality without introducing any apparent flaws.

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PR#953 - Fix special case for viewport expansion in visibility checkopen

3_/5

Zhener (Zhen3r)Created: 2025-03-06

The pull request addresses a specific issue in the visibility check logic by adding a condition to handle a special case where viewportExpansion is set to -1. This change aligns with existing behavior in other parts of the code, which is a positive aspect. However, the modification is minor, affecting only one line of code and introducing no new tests or documentation updates to verify the change's impact. The PR is functional but lacks thoroughness and broader significance, making it an average contribution.

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PR#967 - HAR file recordingopen

3_/5

jlogtenbergCreated: 2025-03-07

The pull request introduces a new feature to record HAR files, which is a useful addition for logging browser interactions. The changes are minimal, involving the addition of a path variable and its integration into the context initialization. While this is a functional and straightforward enhancement, it lacks complexity and depth, making it an average contribution. The PR solves an existing issue (#966), but the implementation is relatively simple with only two lines of code added. Therefore, it deserves an average rating of 3.

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PR#973 - Add logging of total tokens used to facilitate cost calculationopen

3_/5

Takuto Yuki (pppp606)Created: 2025-03-08

The pull request introduces a minor yet useful feature by adding logging for total input tokens, aiding in cost calculation. The change is straightforward, involving only a few lines of code with no apparent flaws or security risks. However, the impact is limited to logging functionality, and it doesn't introduce significant improvements or innovations. Thus, it is an average update that fulfills its purpose without any notable issues.

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PR#981 - Make the context in `extract_content` action smalleropen

3_/5

mkuts12Created: 2025-03-09

The pull request introduces a minor change by adding a 'strip' option to the markdownify function, which reduces the character count significantly by removing URLs and images. This change is straightforward and addresses a specific issue of reducing content size, but it is described as a quick fix to a deeper problem, indicating that it may not be a comprehensive solution. The change is small, affecting only one line of code, and while it improves functionality in a specific context, it lacks broader impact or innovation. Therefore, it merits an average rating.

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PR#980 - Trying to click on missing element after a load timeoutopen

3_/5

mkuts12Created: 2025-03-09

The pull request addresses a specific issue where a click action may fail due to a page load timeout, and it attempts to handle this by retrying the click only when it initially fails. The changes are relatively minor, involving a small modification in the error handling logic. While it improves the robustness of the click operation, it does not completely solve all related issues, as acknowledged in the description. The solution is practical but not comprehensive, and the impact is limited to specific scenarios. Overall, it's an average update with some utility but not groundbreaking.

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PR#959 - Separated internal output model from suplied model, and fixed a parsi…open

4_/5

guybensimhon1Created: 2025-03-06

The pull request addresses a specific parsing bug related to Enum fields and refactors the output model handling by separating the internal model from the supplied model. The changes are well-contained within a single file, with a clear focus on improving code functionality and reliability. The addition of enum handling enhances robustness, and the refactoring improves code clarity by using a base model. However, the scope of changes is moderate, and while they are beneficial, they do not represent a significant overhaul or feature addition to warrant a higher rating.

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PR#969 - adding MFA flowopen

4_/5

CfomodzCreated: 2025-03-08

The pull request introduces a new Multi-Factor Authentication (MFA) flow, which is a significant and valuable addition to the security features of the project. The implementation includes both the core functionality and comprehensive test coverage, indicating thoroughness and attention to detail. The code changes are well-organized and adhere to existing code patterns. However, the reliance on user input for MFA codes could be a drawback in automated environments, suggesting a potential area for improvement by integrating programmatic solutions. Overall, this PR is quite good but could be enhanced by addressing this aspect.

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PR#979 - Added support to add extensions pre installedopen

4_/5

Gaurav Bansal (gaurav-cointab)Created: 2025-03-09

This pull request introduces a significant enhancement by adding support for pre-installed extensions in browser sessions. The changes are well-structured, with clear documentation and examples provided. The code modifications include substantial additions to the existing codebase, indicating a thorough implementation. However, the complexity of the changes could introduce potential issues that may require further testing and validation. Overall, this is a valuable contribution that enhances the functionality of the project.

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Quantify commits

Quantified Commit Activity Over 14 Days

Developer	Avatar	Branches	PRs	Commits	Files	Changes
Gregor Žunič		1	0/0/0	3	6	2530
None (codebeaver-ai[bot])		2	7/0/8	9	8	2197
Magnus Müller		1	6/6/0	11	6	997
Nino Risteski		1	2/2/0	2	2	12
Dilraj Singh		1	1/1/0	1	1	10
shudaizi1989		1	1/1/0	1	3	10
Pavel 'Strajk' Dolecek		1	1/1/0	1	1	2
Eshwar Tangirala		1	1/1/0	1	1	2
Zhener (Zhen3r)		0	1/0/0	0	0	0
None (neo773)		0	1/0/0	0	0	0
Cfomodz (Cfomodz)		0	1/0/0	0	0	0
SHYANIL MISHRA (Shyanil)		0	1/0/1	0	0	0
Christian Clauss (cclauss)		0	2/0/0	0	0	0
Deshraj Yadav (deshraj)		0	1/0/0	0	0	0
None (mkuts12)		0	2/0/0	0	0	0
Edison S (noggies)		0	1/0/0	0	0	0
Takuto Yuki (pppp606)		0	1/0/0	0	0	0
Viktor Nagy (NagyVikt)		0	2/0/2	0	0	0
Bart (b0rgcube)		0	1/0/0	0	0	0
Alin (AlinJiang)		0	2/0/0	0	0	0
None (Idanraman)		0	1/0/1	0	0	0
None (SpaceGlit)		0	1/0/0	0	0	0
Naymul Islam (ai-naymul)		0	1/0/0	0	0	0
Hoang Bang (hoangnb24)		0	1/0/0	0	0	0
Louis Kapp (louiskhub)		0	1/0/0	0	0	0
None (ramanidan)		0	1/0/0	0	0	0
மனோஜ்குமார் பழனிச்சாமி (SmartManoj)		0	1/0/0	0	0	0
Michael Bianco (iloveitaly)		0	0/2/0	0	0	0
None (Jonathanqjs)		0	1/0/0	0	0	0
Naman Garg (NamanGarg20)		0	1/0/1	0	0	0
None (jlogtenberg)		0	1/0/0	0	0	0
Daniel Goboňa (danielgobona)		0	1/0/0	0	0	0
Swapnil Sonker (SwapnilSonker)		0	1/0/0	0	0	0
None (guybensimhon1)		0	2/0/0	0	0	0
Manoj Tutika (manojsundayai)		0	2/0/1	0	0	0
None (adamdelezuch89)		0	1/0/0	0	0	0
Gaurav Bansal (gaurav-cointab)		0	3/0/1	0	0	0
David Anyatonwu (onyedikachi-david)		0	1/0/0	0	0	0
None (PaperBoardOfficial)		0	1/0/0	0	0	0
None (ashutoshjha-caliber)		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

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Recent Activity Analysis

Overview

The "browser-use" project has seen a flurry of recent activity with numerous issues being opened and closed. The issues range from bug reports, feature requests, to documentation improvements, indicating active development and community engagement.

Anomalies and Themes

• Bug Reports: A significant number of issues relate to bugs, particularly around browser interactions, element detection, and integration with various AI models. Common problems include errors in element interaction (e.g., dropdowns, buttons), headless mode inconsistencies, and model-specific errors.
• Feature Requests: There is a strong demand for enhancements such as better support for different browsers (e.g., Firefox), improved element detection (e.g., shadow DOM, iframes), and new integrations (e.g., OmniParser V2, Capsolver API).
• Documentation and Usability: Several issues highlight the need for clearer documentation, especially around installation, configuration, and supported models. Users have also requested more examples and better error handling to improve usability.
• Community Engagement: The project actively involves the community through issue discussions and encourages contributions. There are also requests for more interactive features like human-in-the-loop execution and real-time feedback.

Issue Details

Most Recently Created Issues

1. #991: Golang SDK support

   • Priority: Medium
   • Status: Open
   • Created: 0 days ago

2. #989: Local instance of Chrome not running well

   • Priority: High
   • Status: Open
   • Created: 0 days ago

3. #988: Support for Amazon Bedrock Client: ValidationException error

   • Priority: High
   • Status: Open
   • Created: 0 days ago

4. #987: Difference Result for browser_use goto and get_playwright_browser() new_page() and goto

   • Priority: Medium
   • Status: Open
   • Created: 0 days ago

5. #986: 浏览器启动后，页面一直空白，没有执行任何操作，有没有遇到相同情况的？

   • Priority: Medium
   • Status: Open
   • Created: 0 days ago

Most Recently Updated Issues

1. #990: LangChainBetaWarning: The function load is in beta.

   • Priority: Low
   • Status: Closed
   • Updated: 0 days ago

2. #976: Request URL is missing an 'http://' or 'https://' protocol. (with ollama)

   • Priority: Medium
   • Status: Closed
   • Updated: 2 days ago

3. #930: Scrolling not working on PDFs

   • Priority: High
   • Status: Closed
   • Updated: 4 days ago

4. #922: viewportExpansion=-1 fails to detect interactive elements outside viewport

   • Priority: Medium
   • Status: Closed
   • Updated: 7 days ago

5. #914: Unable to identify non-index HTML element

   • Priority: Medium
   • Status: Closed
   • Updated: 5 days ago

Key Observations

• Many issues are related to browser compatibility and element interaction, which are critical for the project's functionality.
• There is a mix of technical bugs and user experience improvements being addressed.
• The project team is responsive to issues, with many being closed shortly after opening, indicating active maintenance.

Overall, the "browser-use" project is actively developed with a focus on improving browser automation capabilities for AI agents. The community plays a vital role in identifying areas for improvement and suggesting new features.

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Analysis of Pull Requests for "browser-use" Project

Open Pull Requests

1. #981: Make the context in extract_content action smaller

   • Notable Points: This PR proposes a quick fix to reduce the character count by using the strip option in Markdownify. It highlights a significant reduction in character count from 367,277 to 48,969 for an Amazon page.
   • Potential Issues: The PR mentions this as a quick fix to a deeper problem, indicating that there might be underlying issues that need further exploration.

2. #980: Trying to click on missing element after a load timeout

   • Notable Points: Addresses an issue where clicks fail due to page load timeouts. Introduces logic to retry clicks only when they fail initially.
   • Potential Issues: The PR notes that it doesn't cover all use-cases and suggests adding configuration options for timeout settings.

3. #979: Added support to add extensions pre-installed

   • Notable Points: Enhances functionality by allowing users to add multiple extensions pre-installed in the browser session.
   • Potential Issues: This is a substantial change with significant additions (+1559 lines), which may require thorough testing to ensure stability.

4. #978: Fix: typo

   • Notable Points: A minor PR fixing a typo in the README file.
   • Potential Issues: None, this is a straightforward documentation fix.

5. #973: Add logging of total tokens used to facilitate cost calculation

   • Notable Points: Adds logging for token usage, aiding in cost estimation and optimization.
   • Potential Issues: None noted, but it's important to ensure that logging does not impact performance.

6. #969: adding MFA flow

   • Notable Points: Introduces multi-factor authentication (MFA) flow, addressing security-related issues #404 and potentially #303.
   • Potential Issues: Security implementations require careful review to ensure robustness against vulnerabilities.

7. #967: HAR file recording

   • Notable Points: Enables recording of HAR files for logging browser interactions, which can be useful for debugging and analysis.
   • Potential Issues: Minimal changes, but the implementation should be reviewed for performance impact during recording.

8. #959: Separated internal output model from supplied model, and fixed a parsing bug of Enum fields

   • Notable Points: Fixes a parsing bug related to Enum fields and separates internal models.
   • Potential Issues: Changes in model handling can have widespread effects; thorough testing is recommended.

9. #956: Enabled downloads over CDP session, tested in browserbase.com

   • Notable Points: Adds functionality for downloads over CDP sessions.
   • Potential Issues: Needs verification across different environments to ensure compatibility.

10. #953: Fix special case for viewport expansion in visibility check

    • Notable Points: Addresses an issue with viewport checks when viewportExpansion is set to -1.
    • Potential Issues: Viewport handling is crucial for UI interactions; ensure no regressions are introduced.

Closed Pull Requests

1. #955 & #926 (Closed without Merge):

   • These PRs were closed without being merged, indicating potential issues or redundancies with existing functionality or other ongoing work.

2. #909 & #904 (Merged):

   • Minor updates such as fixing examples and typos in documentation were successfully merged, improving clarity and usability.

3. #901 (Merged):

   • Fixed mutable default arguments in function definitions, addressing potential bugs related to shared state across function calls.

4. #896 & #894 (Closed without Merge):

   • These PRs were closed without merging, possibly due to conflicts or better alternatives being available.

5. #884 & #883 (Merged):

   • Included updates for DOM extraction and right-click support, enhancing interaction capabilities within the browser environment.

Summary

The "browser-use" project is actively maintained with numerous open pull requests addressing various enhancements and bug fixes. Notable areas of focus include improving interaction reliability (e.g., click handling), expanding functionality (e.g., extension support), and optimizing performance (e.g., token logging). Closed pull requests indicate ongoing refinement of features and documentation improvements. The community's active engagement is evident from the diverse contributions aimed at enhancing both functionality and user experience.

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Source Code Assessment

File: browser_use/agent/service.py

Structure and Organization

• The file is well-organized with clear separation of concerns. It defines the Agent class, which encapsulates the functionality for managing browser automation tasks.
• The use of type annotations and docstrings enhances readability and maintainability.
• The file imports a wide range of modules, indicating a complex integration with other parts of the system.

Code Quality

• The code uses modern Python features such as type hints and async/await for asynchronous operations, which is appropriate given the nature of browser automation tasks.
• There is extensive use of logging, which is crucial for debugging and monitoring the agent's actions.
• The use of Pydantic models for data validation (AgentSettings, AgentState, etc.) ensures data integrity and reduces runtime errors.

Potential Issues

• The constructor of the Agent class has a large number of parameters, which can make it difficult to manage. Consider refactoring to reduce complexity.
• The _handle_step_error method includes specific exception handling for third-party libraries (e.g., RateLimitError), which might need updating if dependencies change.
• There are several private methods that could benefit from additional comments or docstrings to explain their purpose and usage.

File: browser_use/agent/views.py

Structure and Organization

• This file contains several data models related to the agent's state and actions, using Pydantic for data validation.
• The use of dataclasses (AgentStepInfo) alongside Pydantic models provides flexibility in defining lightweight data containers.

Code Quality

• The code is cleanly written with appropriate use of Pydantic's features to enforce data constraints.
• Methods like model_dump in AgentHistory demonstrate custom serialization logic, which is useful for handling complex data structures.

Potential Issues

• The AgentOutput model uses dynamic model creation (type_with_custom_actions), which can complicate static analysis tools and IDE autocompletion.
• Error handling in AgentError.format_error could be expanded to include more specific error types or conditions.

File: browser_use/controller/registry/service.py

Structure and Organization

• This file defines a Registry class responsible for managing action registrations, indicating a clear separation of concerns.
• Decorators are used effectively to register actions, demonstrating an advanced understanding of Python's capabilities.

Code Quality

• The use of Pydantic models to define parameters for registered actions ensures that inputs are validated before execution.
• Asynchronous execution with proper error handling is implemented in execute_action, ensuring robustness in action execution.

Potential Issues

• The _create_param_model method dynamically creates models based on function signatures, which may lead to maintenance challenges if function signatures change frequently.
• Consider adding more detailed logging around action registration and execution to aid in debugging.

File: browser_use/dom/views.py

Structure and Organization

• This file defines classes representing DOM elements, using dataclasses for simplicity and performance.
• It includes utility methods for DOM traversal and manipulation, indicating its role in DOM processing.

Code Quality

• The use of cached properties (hash) improves performance by avoiding redundant calculations.
• Methods like clickable_elements_to_string are well-designed for converting complex DOM structures into readable formats.

Potential Issues

• The file relies on TYPE_CHECKING imports, which can lead to circular import issues if not managed carefully.
• Consider adding more comprehensive unit tests for methods that interact with complex DOM structures.

File: docs/cloud/quickstart.mdx

Structure and Organization

• This markdown file is structured as a quickstart guide, providing clear instructions on using the Browser Use Cloud API.
• It uses Markdown features effectively to organize content into sections with notes and code examples.

Content Quality

• The guide is concise yet informative, covering prerequisites, pricing, task creation, and management operations.
• Examples provided are straightforward and easy to follow, making it accessible for new users.

Potential Issues

• Ensure that all external links (e.g., API endpoints) are kept up-to-date as the service evolves.
• Consider expanding sections on error handling or troubleshooting common issues users might encounter.

File: examples/models/claude-3.7-sonnet.py

Structure and Organization

• This example script demonstrates how to set up an agent using a specific language model (ChatAnthropic).
• The use of environment variables via dotenv indicates good practice for managing sensitive information like API keys.

Code Quality

• The script is concise and focuses on demonstrating core functionality without unnecessary complexity.
• Asynchronous execution with asyncio.run(main()) aligns with best practices for running asynchronous tasks in Python.

Potential Issues

• Ensure that any dependencies (e.g., langchain_anthropic) are documented so users know what needs to be installed beforehand.

File: browser_use/dom/buildDomTree.js

Structure and Organization

• This JavaScript file appears to handle DOM tree building with options for highlighting elements, indicating its role in visual debugging or testing.

Code Quality

• The code includes performance measurement utilities (e.g., timing stacks), which are valuable for optimizing DOM operations.

Potential Issues

• Ensure that caching mechanisms (e.g., boundingRects) are cleared appropriately to prevent memory leaks during long-running sessions or repeated executions.

File: pyproject.toml

Structure and Organization

• This configuration file specifies project metadata, dependencies, optional development dependencies, and build system requirements.

Configuration Quality

• Dependencies are clearly listed with version constraints, ensuring compatibility across environments.

Potential Issues

• Regularly review dependency versions to ensure they remain up-to-date with security patches and feature improvements.

File: .gitignore

Structure and Organization

• This file lists patterns for files/directories that should be ignored by Git version control, covering a wide range of common cases (e.g., Python caches, build artifacts).

Configuration Quality

• It includes entries specific to Python projects (.pyc files), virtual environments (.env), editor settings (.vscode), etc., demonstrating thorough coverage.

Potential Issues

• Review periodically to ensure it covers any new files or directories introduced as the project evolves.

File: .vscode/settings.json

Structure and Organization

• This JSON file configures VSCode settings specifically tailored for Python development within this project context.

Configuration Quality

• Settings like "editor.formatOnSave": true help maintain code consistency automatically during development.

Potential Issues

• Ensure these settings align with team preferences or provide guidelines if contributing developers use different editors.

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Development Team and Recent Activity

Team Members and Their Activities

• Eshwar Tangirala (Eshwar1212-maker)

  • Fixed a typo in browser_use/agent/service.py 8 days ago.

• Shudaizi1989

  • Fixed a mutable default argument issue across three files 8 days ago.

• Nino Risteski (NinoRisteski)

  • Updated documentation to correct typos in docs/cloud/quickstart.mdx and docs/customize/real-browser.mdx 8 and 14 days ago respectively.

• Dilraj Singh (dsomel21)

  • Updated an example script to include load_dotenv() in examples/models/claude-3.7-sonnet.py 8 days ago.

• Magnus Müller (MagMueller)

  • Made extensive changes across multiple files, focusing on README updates, bug fixes, enhancements, and documentation improvements over the past two weeks.
  • Collaborated on various pull requests, including merging branches and addressing issues related to DOM extraction and task completion handling.

• Gregor Žunič (gregpr07)

  • Made significant contributions to the README and project configuration files, including adding swag links and updating settings over the past two weeks.

• Pavel 'Strajk' Dolecek (Strajk)

  • Updated documentation for custom functions in docs/customize/custom-functions.mdx 14 days ago.

Patterns, Themes, and Conclusions

1. Documentation Updates: There is a strong focus on updating documentation, with multiple team members involved in correcting typos, improving clarity, and expanding examples. This suggests an emphasis on maintaining comprehensive and user-friendly documentation.

2. Bug Fixes: Several commits address bug fixes, such as mutable default arguments and DOM extraction issues. This indicates ongoing efforts to improve software stability and functionality.

3. Collaboration: Magnus Müller appears to be a central figure in the project, actively merging pull requests and collaborating with other team members on various tasks. This highlights a collaborative team environment with shared responsibilities.

4. Feature Enhancements: The team is actively working on enhancing existing features, such as improving task completion handling and integrating new functionalities like system prompt customization.

5. Testing Improvements: There are several commits related to adding or updating tests, particularly by codebeaver-ai[bot], indicating a focus on ensuring code quality and coverage.

Overall, the development team is actively engaged in refining the project through documentation improvements, bug fixes, feature enhancements, and testing efforts. The collaboration among team members suggests a well-coordinated approach to managing the project's development activities.