Leveraging SRE and Observability for Building on LLMs

Leveraging SRE and Observability for Building on LLMs

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preamble

2 of 25

2 of 25

preamble

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Leveraging SRE and Observability for Building on LLMs

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  1. 1 intro
  2. 2 preamble
  3. 3 magic of llms
  4. 4 - like apis we know and love
  5. 5 - even more unpredicability
  6. 6 - how do we define "correct"?
  7. 7 about
  8. 8 - what's in the box
  9. 9 - endless feedback loops
  10. 10 why believe me?
  11. 11 - timeline
  12. 12 - goals
  13. 13 laws of building on llms
  14. 14 how do we go forward? instrumentation
  15. 15 instrumentation for llms
  16. 16 emerging behaviors
  17. 17 a truth for llms
  18. 18 service level objectives
  19. 19 slos: a quick definition
  20. 20 slos for developing with llms
  21. 21 from others in the wild
  22. 22 duolingo
  23. 23 intercom
  24. 24 so in the end:
  25. 25 thanks!

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