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How AI & DevOps Are About to Change the Way We Create Products • Marko Klemetti • GOTO 2023

GOTO Conferences

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  • One of the most-watched uploads on GOTO Conferences, a conference or university channel Hallway lists. Nobody has recommended it in the communities yet, so it ranks below community picks.
  • Presented by Marko Klemetti, CTO of Eficode
  • May be out of date. The tools, versions or practices it shows have likely moved on.

Intermediate. Assumes working knowledge.

86K views2 years ago

AI and machine learningTools and practiceAI for codingCI/CD and deploymentTesting

Marko Klemetti demonstrates how to approach modern AI-powered DevOps and build a safety net around AI-assisted software development.

This presentation was recorded at GOTO Copenhagen 2023. #GOTOcon #GOTOcph gotocph.com Marko Klemetti - CTO of Eficode @mr-ako RESOURCES twitter.com/mrako linkedin.com/in/mrako github.com/mrako mrako.com 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 Intro GitHub's research Demo OpenAI pull request reviewer + Demo Highly regulated embedded devices AI-driven development 1. Agile practices 2. CI/CD 3. Continuous QA 4. Cloud native 5. Security tooling 6. Team topologies Prompt engineering Where AI can help DevOps metrics Outro Read the full abstract here: gotocph.com/2023/sessions/2929 RECOMMENDED BOOKS Matthew Skelton & Manuel Pais • Team Topologies • amzn.to/3sVLyLQ Forsgren, Humble & Kim • Accelerate: The Science of Lean Software and DevOps • amzn.to/3tCz1xO John Arundel & Justin Domingus • Cloud Native DevOps with Kubernetes • amzn.to/3hKZvI5 Wynne, Hellesoy & Tooke • The Cucumber Book • amzn.to/3tEUINJ Sol Rashidi • Your AI Survival Guide • amzn.to/3UFYnKC David Foster • Generative Deep Learning • amzn.to/48ZgP4x Phil Winder • Reinforcement Learning • amzn.to/3t1S1VZ twitter.com/GOTOcon linkedin.com/company/goto- instagram.com/goto_con facebook.com/GOTOConferences #DevOps #AI #ArtificialIntelligence #CoPilot #GitHubCoPilot #OpenAI #AIDrivenDevelopment #ContinuousDelivery #CICD #TeamTopologies #DORAmetrics #MarkoKlemetti CHANNEL MEMBERSHIP BONUS Join this channel to get early access to videos & other perks: youtube.com/channel/UCs_tLP3AiwYKwdUHpltJPuA/join Looking for a unique learning experience? Attend the next GOTO conference near you! Get your ticket at gotopia.tech Sign up for updates and specials at gotopia.tech/newsletter SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily. youtube.com/user/GotoConferences/?sub_confirmation=1

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