~/talk

Tools for eBPF DevSecOps

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Research project builds an ebpf program registry that auto-annotates source with human and model-generated summaries, infers capabilities (tunneling, parsing, observability) and indexes them in Elasticsearch + Kibana GUI for semantic search. A Python-based extractor producing extracted.c uses CodeQuery and TXL to pull a function’s call graph, dependencies and licenses, outputting a standalone file that compiles and passes the eBPF verifier if the original did. Cites Facebook running ~40 and Netflix ~15 eBPF programs per server.

AI-written summary · about

  1. 0:00Start
  2. 2:06eBPF: extended Berkeley Packet Filter
  3. 9:00eBPF: What is hard?
  4. 11:00eBPF: Code reuse is hard
  5. 13:37eBPF Program Registry
  6. 14:28Multi-faceted Code Explainability
  7. 16:00Elastic Based Architecture For Consumption
  8. 16:35LLM model performance some numbers
  9. 17:39Reuse Code
  10. 20:10Challenge: Minimize Code Debt
  11. 22:29Use case: Debugging of Deployments
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