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Agentic DevOps

Agentic DevOps

Auteur(s): Bret Fisher
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À propos de cet audio

 Where LLMs, AI Agents, and MCP tools meet DevOps. How can we humans use non-deterministic, often hallucinating LLMs to automate our infrastructure and help us with the job of software lifecycle management? I’m Bret Fisher, and this is the Agentic DevOps podcast. After the invention of AI Agents and the MCP standard in late 2024, I started this podcast in early '25 with a narrow topic focus… to document and advise how AI Agents, MCP tools, and large language models can be used in the real world for assisting with DevOps automation, platform engineering, and day to day systems operations… a podcast series hopefully without the hand-wavy AI hype or dreams of a pure AI workforce. I'm joined by my co-host, Nirmal Metha, and expert guests trying to make use of crazy texting robots.© bretfisher.com
Épisodes
  • Running AI MCP Tools on Kubernetes with kagent

    Running AI MCP Tools on Kubernetes with kagent
    Jul 9 2025

    Bret and Nirmal explore AI agents in Kubernetes with Eitan Yarmush, Senior Architect at Solo.io. Eitan explains how AI agents work through three simple components (system prompts, LLMs, and tools), and demonstrates the kagent project, which provides a Kubernetes-native way to deploy and manage AI workflows.

    🙌 My next course is coming soon! I've opened the waitlist for those wanting to go deep in GitHub Actions for DevOps and AI automation in 2025. I'm so thrilled to announce this course. The waitlist allows you to quickly sign up for some content updates, discounts, and more as I finish building the course.
    https://courses.bretfisher.com/waitlist 🍾


    Also in this episode, we cover the Model Context Protocol (MCP), which standardizes how agents communicate with external tools, along with practical use cases like incident response, debugging workflows, and CI/CD integration. Eitan shows how to create an agent through a web interface.

    We also address the challenges including security concerns (MCP lacks built-in security standards), cost considerations, and technical limitations like context window constraints.

    Check out the video podcast version here: https://youtu.be/JTTqG5SOpWY

    Creators & Guests

    • Bret Fisher - Host
    • Beth Fisher - Producer
    • Cristi Cotovan - Editor
    • Nirmal Mehta - Host
    • Eitan Yarmush - Guest
    • (00:00) - Intro
    • (06:13) - Hype vs Reality
    • (08:05) - Incident Response and Debugging
    • (11:23) - Defining Agents and MCP
    • (17:10) - Where Do You Run Agents?
    • (20:14) - What Problem does kagent Solve?
    • (30:42) - Authentication and Tool Limitations

    You can also support my free material by subscribing to my YouTube channel and my weekly newsletter at bret.news!

    Grab the best coupons for my Docker and Kubernetes courses.
    Join my cloud native DevOps community on Discord.
    Grab some merch at Bret's Loot Box
    Homepage bretfisher.com

    ★ Support this podcast on Patreon ★
    Voir plus Voir moins
    43 min
  • Is AI ready for DevOps?

    Is AI ready for DevOps?
    Jun 3 2025

    Bret and Nirmal are at KubeCon London and record their ideas about how AI Agents are about to change DevOps, platform engineering, SRE, automation, troubleshooting, and more.

    🙌 My next course is coming soon! I've opened the waitlist for those wanting to go deep in GitHub Actions for DevOps and AI automation in 2025. I'm so thrilled to announce this course. The waitlist allows you to quickly sign up for some content updates, discounts, and more as I finish building the course.
    https://courses.bretfisher.com/waitlist 🍾

    Creators & Guests

    • Bret Fisher - Host
    • Beth Fisher - Producer
    • Cristi Cotovan - Editor
    • Nirmal Mehta - Host
    • (00:00) - Intro
    • (03:10) - Understanding AI Agents
    • (09:53) - The Future of AI in DevOps
    • (17:08) - Concluding Thoughts and Future Episodes

    You can also support my content by subscribing to my YouTube channel and my weekly newsletter at bret.news!

    Grab the best coupons for my Docker and Kubernetes courses.
    Join my cloud native DevOps community on Discord.
    Grab some merch at Bret's Loot Box
    Homepage bretfisher.com

    ★ Support this podcast on Patreon ★
    Voir plus Voir moins
    27 min
  • The Trailer for Agentic DevOps Podcast

    The Trailer for Agentic DevOps Podcast
    May 27 2025
    3 min

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