~/talk

Developer Driven Security In High-Growth Environments

slides:none on file

Claims that engineers own security and that a risk assessment takes under five minutes, with product security only handling about 10–20% of reviews. Implements custom tooling (Stride diagrams, RTMv rules, Gherkin output), stores every artifact in Snowflake as an appsec data lake, links threats to exact code lines, and routes reviewers via GitHub/Jira. Outcomes: roughly 70% low risk, 30% medium/high, threat modeling ≈1 hour, scales across ~1,000 engineers and a few percent of engineering time.

AI-written summary · about

  1. 0:00Devsecops and data strategy
  2. 3:52Process scale and autonomy
  3. 8:59Scaling through custom tools
  4. 13:06Automated threat modeling
  5. 15:56Security validation lifecycle
  6. 17:34Continuous security maturity
  7. 21:01Appsec data lake concept
  8. 24:53Demonstration and workflows
  9. 28:05Metrics and driving maturity
  10. 29:52Q&A and closing insights
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