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THE ART OF CHAOS ENGINEERING FAILURE AT NETFLIX VELOCITY Cannot Connect to the Netflix Service 0 0 Ms % IMPACT LATENCY 1 50 Ms % IMPACT LATENCY 50 50 Ms % IMPACT LATENCY 100 50 Ms % IMPACT LATENCY 25 250 Ms % IMPACT


  1. THE ART OF CHAOS ENGINEERING FAILURE AT NETFLIX VELOCITY

  2. Cannot Connect to the Netflix Service

  3. 0 0 Ms % IMPACT LATENCY

  4. 1 50 Ms % IMPACT LATENCY

  5. 50 50 Ms % IMPACT LATENCY

  6. 100 50 Ms % IMPACT LATENCY

  7. 25 250 Ms % IMPACT LATENCY

  8. 50 250 Ms % IMPACT LATENCY

  9. 75 250 Ms % IMPACT LATENCY

  10. 100 250 Ms % IMPACT LATENCY

  11. 50 500 Ms % IMPACT LATENCY

  12. 0 500 Ms % IMPACT LATENCY

  13. 0 0 Ms % IMPACT LATENCY

  14. -50 % -500 Ms IMPACT LATENCY

  15. 0 0 Ms % IMPACT LATENCY

  16. HYPOTHESIS PROVEN

  17. LEARNINGS Application Behavior Blast Radius Consistency

  18. You already know all that

  19. REMEMBER THE GRAY AREA?

  20. {Systems | People} don’t react predictably when exposed to non-typical behavior.

  21. INCIDENT MANAGEMENT

  22. WHAT’S THE BIG DEAL? FIX IT AND MOVE ON!

  23. INCIDENTS ARE: Expensive Stressful Potentially Public

  24. INCIDENTS ARE: Expensive Stressful Potentially Public

  25. INCIDENTS ARE: Expensive Stressful Potentially Public

  26. INCIDENTS ARE: Expensive Stressful Public

  27. WHAT CAUSES INCIDENTS?

  28. CHANGE

  29. THINGS WE CAN’T CONTROL

  30. THINGS WE DON’T CONTROL

  31. THINGS WE CAN CONTROL

  32. THAT ALL SOUNDS REALLLLLY NICE

  33. HOW?

  34. INCIDENT MANAGEMENT GOALS Short Unique Never Forget

  35. FOUR PARTS

  36. 1 ENGAGEMENT

  37. 2 COMMUNICATIONS

  38. 3 COORDINATION

  39. 4 MEMORIALIZATION

  40. TECHNIQUES

  41. SPECIALISTS

  42. BEFORE INCIDENTS Education Best Practices Drilling

  43. DURING INCIDENTS Incident Leader

  44. AFTER INCIDENTS Memorialization Research Coordination Incident Review

  45. NETFLIX INCIDENTS MANGERS How We Think

  46. WE EXPECT Failure Incidents Empathy

  47. INCIDENT MANAGEMENT CONTEXT People

  48. “Human operators have dual roles: producers of & defenders against failure” — Richard I Cook

  49. INCIDENT MANAGEMENT CONTEXT Failure

  50. Constant Failures Degraded is Normal Any Change is a Gamble

  51. INCIDENT MANAGEMENT CONTEXT Biases

  52. Hindsight Single Attribution Anchoring

  53. MEASURING SUCCESS Short & Less Impact More Incidents Better Team Engagement

  54. Dave Hahn — Senior SRE, Netflix dhahn@netflix.com @relix42 THE ART OF CHAOS ENGINEERING FAILURE AT NETFLIX VELOCITY

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