How AI & DevOps Are About to Change the Way We Create Products • Marko Klemetti • GOTO 2023
This presentation was recorded at GOTO Copenhagen 2023. #GOTOcon #GOTOcph
https://gotocph.com
Marko Klemetti - CTO of Eficode @mr-ako
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ABSTRACT
This talk is a combination of a hands-on demo and explaining how to approach modern AI-powered DevOps.
As AI-assisted development becomes mainstream, organisations will have to find new ways to ensure their service quality remains high. Without the proper DevOps culture and practices in place, organisations will not be able to get the full benefits of this unseen velocity.
This talk will explain how DevOps is building a safety net around modern software development, and how the right way of approaching Continuous Deployment and modern DevOps will help speed up the development when using AI-powered tooling. [...]
TIMECODES
00:00 Intro
01:53 GitHub's research
02:18 Demo
04:10 OpenAI pull request reviewer + Demo
05:18 Highly regulated embedded devices
07:15 AI-driven development
07:30 1. Agile practices
09:31 2. CI/CD
10:47 3. Continuous QA
11:59 4. Cloud native
15:15 5. Security tooling
17:11 6. Team topologies
25:45 Prompt engineering
28:42 Where AI can help
34:34 DevOps metrics
35:38 Outro
Read the full abstract here:
https://gotocph.com/2023/sessions/2929
RECOMMENDED BOOKS
Matthew Skelton & Manuel Pais • Team Topologies • http://amzn.to/3sVLyLQ
Forsgren, Humble & Kim • Accelerate: The Science of Lean Software and DevOps • https://amzn.to/3tCz1xO
John Arundel & Justin Domingus • Cloud Native DevOps with Kubernetes • https://amzn.to/3hKZvI5
Wynne, Hellesoy & Tooke • The Cucumber Book • https://amzn.to/3tEUINJ
Sol Rashidi • Your AI Survival Guide • https://amzn.to/3UFYnKC
David Foster • Generative Deep Learning • https://amzn.to/48ZgP4x
Phil Winder • Reinforcement Learning • https://amzn.to/3t1S1VZ
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