Distributed Readings

How to scale a global content delivery and DDoS mitigation network to handle massive throughput (500 Tbps) while maintaining capacity to protect against record-breaking attacks.

How to enable AI agents to operate effectively at the edge of the internet with the security, performance, and reliability characteristics of Cloudflare's existing infrastructure.

Meta needed to modernize WebRTC across 50+ use cases while maintaining synchronization with upstream open-source development, avoiding the drift that typically occurs when large projects fork internally.

Safely deploying configuration changes at scale while minimizing the risk of widespread failures caused by faulty configurations.

Advancing AI research requires collaboration between industry and academia, but funding and partnership models need structured programs.

Growing engineering teams at scale requires clear career frameworks and mentorship to help engineers develop technical leadership skills.

Data science teams need diverse skill sets that blend mathematical rigor with creative problem-solving to build effective ML systems.

Designing high-quality, sustainable concrete mixes that are produced in the United States while optimizing for performance characteristics.

Meta needed to automatically optimize low-level infrastructure and kernel-level parameters for AI ranking models to improve performance without manual tuning.