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