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·440 words·3 mins
GitHub AI Agent Open Source Python AI Browser Automation
Articoli Interessanti - This article is part of a series.
Part : Everything as Code: How We Manage Our Company In One Monorepo At Kasava, we've embraced the concept of "everything as code" to streamline our operations and ensure consistency across our projects. This approach allows us to manage our entire company within a single monorepo, providing a unified source of truth for all our configurations, infrastructure, and applications. **Why a Monorepo?** A monorepo offers several advantages: 1. **Unified Configuration**: All our settings, from development environments to production, are stored in one place. This makes it easier to maintain consistency and reduces the risk of configuration drift. 2. **Simplified Dependency Management**: With all our code in one repository, managing dependencies becomes more straightforward. We can easily track which versions of libraries and tools are being used across different projects. 3. **Enhanced Collaboration**: A single repository fosters better collaboration among team members. Everyone has access to the same codebase, making it easier to share knowledge and work together on projects. 4. **Consistent Build and Deployment Processes**: By standardizing our build and deployment processes, we ensure that all our applications follow the same best practices. This leads to more reliable and predictable deployments. **Our Monorepo Structure** Our monorepo is organized into several key directories: - **/config**: Contains all configuration files for various environments, including development, staging, and production. - **/infrastructure**: Houses the infrastructure as code (IaC) scripts for provisioning and managing our cloud resources. - **/apps**: Includes all our applications, both internal tools and customer-facing products. - **/lib**: Stores reusable libraries and modules that can be shared across different projects. - **/scripts**: Contains utility scripts for automating various tasks, such as data migrations and backups. **Tools and Technologies** To manage our monorepo effectively, we use a combination of tools and technologies: - **Version Control**: Git is our primary version control system, and we use GitHub for hosting our repositories. - **Continuous Integration/Continuous Deployment (CI/CD)**: We employ Jenkins for automating our build, test, and deployment processes. - **Infrastructure as Code (IaC)**: Terraform is our tool of choice for managing cloud infrastructure. - **Configuration Management**: Ansible is used for configuring and managing our servers and applications. - **Monitoring and Logging**: We use Prometheus and Grafana for monitoring,
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browser-use repository preview
#### Source

Type: GitHub Repository Original Link: https://github.com/browser-use/browser-use Publication Date: 2025-09-18


Summary
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WHAT - Browser-Use is a Python library for automating online tasks by making websites accessible to AI agents. It allows performing automated actions on browsers using AI agents.

WHY - It is relevant for AI business because it enables the automation of complex and repetitive tasks on browsers, improving operational efficiency and reducing the time required to perform manual activities. It solves the problem of the need for human interaction for repetitive online tasks.

WHO - The main actors are developers and companies that use Python for browser automation. The library is developed and maintained by Gregor Zunic.

WHERE - It positions itself in the browser automation and AI tools market, integrating with the Python ecosystem and browser-based automation technologies.

WHEN - It is an established project with an active user base and comprehensive documentation. The library is continuously evolving with daily improvements for speed, accuracy, and UX.

BUSINESS IMPACT:

  • Opportunities: Integration with our existing stack to automate support and administrative tasks, reducing operational costs and improving productivity.
  • Risks: Competition with other browser automation solutions, such as Puppeteer and Selenium. Need to monitor the project’s evolution to maintain competitiveness.
  • Integration: Possible integration with existing automation tools and business process management (BPM) platforms.

TECHNICAL SUMMARY:

  • Core technology stack: Python, Playwright, LLM (Large Language Models).
  • Scalability: High scalability thanks to the use of cloud for browser automation, support for parallel and distributed executions.
  • Limitations: Dependency on Chromium-based browsers, potential compatibility issues with complex websites.
  • Technical differentiators: Use of AI agents for automation, integration with LLM for self-healing workflows, support for stealth executions.

Use Cases
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  • Private AI Stack: Integration in proprietary pipelines
  • Client Solutions: Implementation for client projects
  • Development Acceleration: Reduction of project time-to-market
  • Strategic Intelligence: Input for technological roadmap
  • Competitive Analysis: Monitoring AI ecosystem

Third-Party Feedback
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Community feedback: Users appreciate the use of non-LLM code for main paths and the integration of LLM for workflow repair. Main concerns involve managing loading times and support for various input types, such as checkboxes and radio buttons. Some users have proposed similar solutions for self-healing in their automation experiences.

Full discussion


Resources
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Original Links #


Article suggested and selected by the Human Technology eXcellence team, processed through artificial intelligence (in this case with LLM HTX-EU-Mistral3.1Small) on 2025-09-18 15:11 Original source: https://github.com/browser-use/browser-use

Related Articles #

Articoli Interessanti - This article is part of a series.
Part : Everything as Code: How We Manage Our Company In One Monorepo At Kasava, we've embraced the concept of "everything as code" to streamline our operations and ensure consistency across our projects. This approach allows us to manage our entire company within a single monorepo, providing a unified source of truth for all our configurations, infrastructure, and applications. **Why a Monorepo?** A monorepo offers several advantages: 1. **Unified Configuration**: All our settings, from development environments to production, are stored in one place. This makes it easier to maintain consistency and reduces the risk of configuration drift. 2. **Simplified Dependency Management**: With all our code in one repository, managing dependencies becomes more straightforward. We can easily track which versions of libraries and tools are being used across different projects. 3. **Enhanced Collaboration**: A single repository fosters better collaboration among team members. Everyone has access to the same codebase, making it easier to share knowledge and work together on projects. 4. **Consistent Build and Deployment Processes**: By standardizing our build and deployment processes, we ensure that all our applications follow the same best practices. This leads to more reliable and predictable deployments. **Our Monorepo Structure** Our monorepo is organized into several key directories: - **/config**: Contains all configuration files for various environments, including development, staging, and production. - **/infrastructure**: Houses the infrastructure as code (IaC) scripts for provisioning and managing our cloud resources. - **/apps**: Includes all our applications, both internal tools and customer-facing products. - **/lib**: Stores reusable libraries and modules that can be shared across different projects. - **/scripts**: Contains utility scripts for automating various tasks, such as data migrations and backups. **Tools and Technologies** To manage our monorepo effectively, we use a combination of tools and technologies: - **Version Control**: Git is our primary version control system, and we use GitHub for hosting our repositories. - **Continuous Integration/Continuous Deployment (CI/CD)**: We employ Jenkins for automating our build, test, and deployment processes. - **Infrastructure as Code (IaC)**: Terraform is our tool of choice for managing cloud infrastructure. - **Configuration Management**: Ansible is used for configuring and managing our servers and applications. - **Monitoring and Logging**: We use Prometheus and Grafana for monitoring,
Part : This Article