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Automating Software Upgrades: How to Combine AI and Expert Developers

Steve Pike on tools for managing the complexity of open-source dependencies and software upgrades.

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Steve Pike is a co-founder of Infield.ai, a startup building tools to help companies upgrade and maintain open source software dependencies, ensuring they stay up-to-date with the latest releases, features, and security fixes. This episode delves into the challenges companies face when managing open-source software dependencies, which require constant updates to access new features, fix security vulnerabilities, and address bugs. The discussion highlights the complexity of this process, including maintaining compatibility and dealing with potential breaking changes introduced by new versions. The episode also explores Infield’s solution, which combines automation with expert developers to provide a hands-off approach to dependency management, saving companies time and resources.

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The conversation also touches on various software development practices and the role of AI in assisting with software upgrades. Steve discusses the industry’s partial solutions to dependency management challenges before Infield’s comprehensive approach. Additionally, the episode covers Infield’s plans for expansion beyond web applications and its focus on contributing to the open-source community while leveraging AI for more efficient software upgrades.

Key sections from the video version:

  1. The Challenge of Managing Open Source Upgrades
  2. Existing tools for Maintaining and Upgrading Large Software Frameworks
  3. Leveraging Data and AI to Streamline Software Upgrades
  4. Continuously Incorporating User Feedback in Open Source Projects
  5. Unveiling the Data Pipeline: Dependency Upgrades Demystified
  6. The Role of AI and Language Models
  7. Integrating with Existing Development Processes
  8. Beyond Web Apps: Expanding to Other Domains
  9. Buy vs Build and Target Customers
  10. Security and Compliance Considerations
  11. Handling Upgrade Challenges
  12. Near-Term Roadmap and Open Source Contributions
  13. Lessons from a Serial Entrepreneur: Solving Real Problems for Paying Customers

 

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