Agentic DevOps : AI Engineering for Infrastructure

Agentic DevOps : AI Engineering for Infrastructure

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.
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Σύνοψη επεισοδίου

Bret and Nirmal are joined by Laura Tacho, CTO at DX and long-time friend of the show, to discuss AI usage and success in teams adopting AI and Agents to generate code and perform tasks. 🙌 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 🍾 We finally have some real data on this topic, and Laura Tacho in her role at DX, the developer experience company, has been studying AI successes and failures in the industry and has released a framework to measure AI impact in an orgs software lifecycle. Check out the video podcast version here: https://www.youtube.com/watch?v=0G_TWLHkj7U ★Show Links★ AI Measurement Framework DX Core 4 Framework Applying the Core 4 Framework Creators & Guests Bret Fisher - Host Beth Fisher -…

Επεισόδια

7-

AI Hype vs. Reality. Real Stats from Laura Tacho, CTO of DX

Bret and Nirmal are joined by Laura Tacho, CTO at DX and long-time friend of the show, to discuss AI usage and success in teams adopting AI and Agents to generate code and perform tasks. 🙌 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 🍾 We finally have some real data on this topic, and Laura Tacho in her role at DX, the developer experience company, has been studying AI successes and failures in the industry and has released a framework to measure AI impact in an orgs software lifecycle. Check out the video podcast version here: https://www.youtube.com/watch?v=0G_TWLHkj7U ★Show Links★ AI Measurement Framework DX Core 4 Framework Applying the Core 4 Framework Creators & Guests Bret Fisher - Host Beth Fisher -…

25 Σεπ 2025
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My Favorite AI Terminal, Prompt Injection, and More

In this episode, I walk though some of my favorite new AI tools and content. 🙌 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 🍾 Resources and Topics mentioned in this episode: My AI Skeptic Friends are All Nuts, blog post from fly.io by Thomas Ptacek From Toil to Triumph: Harnessing Agentic AI to Streamline Infrastructure as Code, KubeCon video by Jody Varney The Dark Side of Just Hooking Up AI Agents to GitHub, blog post by Simon Maple from AI Native Dev Warp 2.0 Warp 2.0 walkthrough Container Use project Devstral release in May The latest Devstral release SWE Bench Creators & Guests Bret Fisher - Host Beth Fisher - Producer Cristi Cotovan - Editor (00:00) - Intro (01:51) - High Fives Meetup (03:18) - Warp 2.0…

01 Αύγ 2025
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AWS Agentic DevOps with the EKS MCP Server

Bret and Nirmal are joined by Rajdeep Saha from AWS to discuss AI agents and the MCP (Model Context Protocol) standard. In this episode, they explore how AI can manage infrastructure with ease and demonstrate creating Kubernetes clusters with a single prompt. 🙌 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 🍾 We demonstrate AWS's new MCP server for EKS, showing how AI agents can create Kubernetes clusters and deploy applications with simple English prompts. Using Claude Sonnet 4 through the Cline VS Code extension, Raj creates an entire EKS cluster with CloudFormation, deploys a workload, and demonstrates how the AI automatically troubleshoots and fixes deployment issues - all without touching kubectl or writing YAML…

22 Ιούλ 2025
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Agentic CI/CD with Solomon Hykes of Dagger

Bret and Nirmal discuss the intersection of AI agents and DevOps with Solomon Hykes, co-founder of Dagger and Docker. Solomon introduces Container Use, an open-source MCP server that gives coding agents isolated, containerized environments to work in, solving the critical problem of agents interfering with each other when running on the same system. 🙌 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 explore how AI agents are forcing a fundamental shift in CI/CD practices, with Solomon making the case that traditional CI/CD as we know it will disappear because agents develop 100x faster than humans and can't tolerate slow, unrepeatable build processes. Container Use enables developers to run…

14 Ιούλ 2025
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Running AI MCP Tools on Kubernetes with kagent

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…

08 Ιούλ 2025