GitHub hosts Bartosz Gałek and jkcso discussing Secure Code Game Season 3, focusing on helping developers build safer LLM-based applications and sharing open source engineering insights.

Secure Code Game: Empowering Safer LLM-Based Applications

**Presented by GitHub Featuring Bartosz Gałek & jkcso**

This special episode of Open Source Friday invites contributors Bartosz Gałek and jkcso to explore Season 3 of the Secure Code Game. The episode provides:

  • Overview of Secure Code Game: An open source initiative teaching secure coding practices to developers and students through challenges focused on current technology trends, especially AI and Large Language Models (LLMs).

  • Safer LLM-Based Applications: Guidance on identifying and mitigating common security risks in LLM-augmented apps, such as prompt injection, data leakage, and model exploitation.

  • Engineering Decisions: Discussion around the architectural, design, and code quality decisions made during the development of Secure Code Game, with reflections on trade-offs, lessons learned, and community contributions.

  • Open Source Journey: Insights into collaborating within an open source ecosystem, fostering developer education, and evolving security training resources to match the changing AI landscape.

Key Topics Covered

  • Threat modeling and secure design for LLM-powered apps
  • Secure coding patterns for AI integrations
  • Risk mitigation techniques and real-world attack vectors
  • Community-driven approaches to developer education
  • Tips and best practices for contributing to open source security tools

Learn More

Stay tuned for practical demos and behind-the-scenes engineering stories that can help you level up your secure coding skills in AI-rich environments.