Heroku + MCP = The Fastest Way to Run AI Agents in the Cloud

Heroku + MCP = The Fastest Way to Run AI Agents in the Cloud

Author: Bret Fisher June 6, 2025 Duration: 43:41

Julián Duque from Heroku joins me to explain and demo their new AI platform.

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

🙌 The Agentic DevOps Guild has launched! It's a training + community + mentorship program for engineers wanting to learn the latest CI/CD automation and dive into Agentic DevOps. Meetups are happening now, with new course videos dropping every few weeks. Join the Guild and become your team's leader in AI for infrastructure automation https://www.bretfisher.com/theguild 🍾

Creators & Guests

You can also support this podcast 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

  • (00:00) - Introduction
  • (07:29) - Deep Dive into Heroku's AI Capabilities
  • (16:40) - Heroku MCP server
  • (30:44) - Describing MCP Tool Interactions
  • (33:05) - DevOps Automation with Heroku MCP server
  • (39:19) - Heroku AI and Future Prospects

Bret Fisher hosts DevOps and Docker Talk: Cloud Native Interviews and Tooling alongside Nirmal Mehta, pulling conversations directly from their live audience sessions. This isn't a theoretical lecture series; it's grounded in the practical, often messy realities of building and running modern systems. Each episode digs into the specific tools and philosophies shaping infrastructure today, from the foundational elements like Docker and container orchestration with Kubernetes or Swarm to the broader cultural shifts of DevOps, SRE, and platform engineering. You'll hear discussions that span the entire software lifecycle, touching on the integration of security with DevSecOps, the automation promises of GitOps, and what "Cloud Native" truly means for development teams. The dialogue stays focused on actionable insights and real-world use cases, offering a genuine sense of what works and what doesn't in the field. For anyone navigating the container and cloud ecosystem, this podcast serves as a regular, insightful check-in with practitioners and experts, hosted by someone deeply embedded in the community. The natural, interview-driven format makes complex topics accessible, ensuring listeners come away with more than just buzzwords-they get context and clarity.
Author: Language: English Episodes: 100

DevOps and Docker Talk: Cloud Native Interviews and Tooling
Podcast Episodes
Personal AI with Ken Collins [not-audio_url] [/not-audio_url]

Duration: 57:58
Bret and Nirmal Mehta are joined by Ken Collins to dig into using AI for more than coding, and if we can build an AI assistant that knows us.🙌 The Agentic DevOps Guild has launched! It's a training + community + mentorsh…
State of Kubernetes UIs [not-audio_url] [/not-audio_url]

Duration: 17:08
Bret explores the spectrum of user interfaces and tools available for managing Kubernetes clusters as of Autumn 2024. 🙌 The Agentic DevOps Guild has launched! It's a training + community + mentorship program for engineer…
Inspektor Gadget [not-audio_url] [/not-audio_url]

Duration: 40:19
Bret and Nirmal are joined by Chris Kühl and Jose Blanquicet, the maintainers of Inspektor Gadget, the new eBPF-focused multitool, to see what it's all about.🙌 The Agentic DevOps Guild has launched! It's a training + com…
MLOps for DevOps People [not-audio_url] [/not-audio_url]

Duration: 48:29
Bret and Nirmal are joined by Maria Vechtomova, a MLOps Tech Lead and co-founder of Marvelous MLOps, to discuss the obvious and not-so obvious differences between a MLOps Engineer and traditional DevOps jobs.🙌 The Agenti…
Traefik 3.0: What's New? [not-audio_url] [/not-audio_url]

Duration: 54:15
Bret and Nirmal were joined by Emile Vauge, CTO of Traefik Labs to talk all about Traefik 3.0.🙌 The Agentic DevOps Guild has launched! It's a training + community + mentorship program for engineers wanting to learn the l…
Debug Containers with Mintoolkit [not-audio_url] [/not-audio_url]

Duration: 1:15:34
Bret is joined by DockerSlim (now mintoolkit) founder Kyle Quest, to show off how to slim down your existing images with various options. 🙌 The Agentic DevOps Guild has launched! It's a training + community + mentorship…
Observability Cost-Savings and eBPF Goodness with Groundcover [not-audio_url] [/not-audio_url]

Duration: 55:42
Bret is joined by Shahar Azulay, Groundcover CEO and Co-Founder, to discuss their new approach to fully observe K8s and its workloads with a "hybrid observability architecture."🙌 The Agentic DevOps Guild has launched! It…
Flow State with VS Code AI [not-audio_url] [/not-audio_url]

Duration: 37:37
Bret and Nirmal are joined by Continue.dev co-founder, Nate Sesti, to walk through an open source replacement for GitHub Copilot.🙌 The Agentic DevOps Guild has launched! It's a training + community + mentorship program f…
AWS Graviton: The Great Arm Migration [not-audio_url] [/not-audio_url]

Duration: 39:16
Bret and Nirmal are joined by Michael Fischer of AWS to discuss why we should use Graviton, their arm64 compute with AWS-designed CPUs.🙌 The Agentic DevOps Guild has launched! It's a training + community + mentorship pro…
Local GenAI LLMs with Ollama and Docker [not-audio_url] [/not-audio_url]

Duration: 50:08
Bret and Nirmal are joined by friend of the show, Matt Williams, to learn how to run your own local ChatGPT clone and GitHub Copilot clone with Ollama and Docker's "GenAI Stack," to build apps on top of open source LLMs.…