Software Engineering Daily

Engineering in the Age of Agents with Yechezkel Rabinovich

102 snips
Oct 16, 2025
Yechezkel Rabinovich, CTO and co-founder of groundcover, shares insights from his journey in kernel engineering to launching an eBPF-powered observability platform. He discusses the challenges of modern software systems and how groundcover enhances observability through kernel-side sensors. The conversation also delves into the implications of AI-generated code, emphasizing the growing role of observability in ensuring code quality and safety. Rabinovich highlights the importance of bringing your own cloud for security, while envisioning a future of root-cause analysis in dynamic production environments.
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INSIGHT

Kernel-Level Observability With eBPF

  • eBPF lets GroundCover instrument applications from the kernel without changing application code.
  • This provides near-complete visibility across syscalls, HTTP, SQL, and RPCs while running safely in a sandbox.
INSIGHT

Find The Unknown Dependencies

  • GroundCover captures unknown third-party interactions engineers often miss.
  • Centralizing traces, logs, and metrics reveals hidden dependencies across services and SaaS.
ADVICE

Validate AI-Generated Code With Tests And Linters

  • Use tests and targeted linters to validate AI-generated code behavior before deploying.
  • Reserve deep manual review for performance-critical or high-throughput components.
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