Category Archives: All

MCP Agents and Context

In this episode, we continue our journey even deeper into how agentic vibe coding and other AI-based automation. This time we focus on Model Control Protocol (MCP) and its application in our bare metal automation solution, Digital Rebar. We examine deterministic versus stochastic AI approaches and the importance of reliable system integration without competing with other agentic systems. We highlight MCP’s role in streamlining interactions across data sources, with a focus on practical applications in finance and infrastructure resilience. The episode ends with a preview of future conversations on user experience transformation in infrastructure operations. Enjoy!

Transcript here: otter.ai/u/LmtQ9QAc79izN0PacE…=transcript&tab=chat

Vibe Coding Mapping [TechOps]

In this episode, we continue our Vibe Coding experiment. Now that we’ve figured out how to interface with MaaS, this time we wrestle with mapping and how different systems interact with each other. We’re joined by Greg Althaus, RackN CTO, who reviews the project and asks some really great questions. We talk about our decision to restart the experiment, taking the lessons we’ve learned to the newer software available. Enjoy!

Transcript: https://otter.ai/u/NohM8_D7DfbUu9iZc1MSpxi00kg?utm_source=copy_url 

Rob Weinhold: The Art of Crisis Leadership [Cloud 2030 Book Club]

In this episode, we talk about Rob Weinhold’s book, “The Art of Crisis Leadership.” We explore the vital principle of “owning your narrative” in crisis management, and we share some personal stories related to the themes in the book. We analyze the differences between personal and organizational crises, emphasizing storytelling, transparency, and trust as keys to effective leadership. Even if you haven’t read the book, there’s a lot to get out of this great conversation.

Transcript: otter.ai/u/acAsrwSOpObslvjSVg…?utm_source=copy_url

Vibe Coding for Ops [TechOps]

In this episode, we do some live vibe coding– using AI to write code. We share tips and tricks on having the best vibe coding experience and avoiding some common pitfalls. You’ll get to hear what we do, how we discover what the steps are, just how easy it is to interact with the system, to set up a basic environment. We also start to explore the limitations of vibe coding. We encourage you to listen along and try on your own!

Transcript: otter.ai/u/CqKdtWZWYb3AdPtcb-…?utm_source=copy_url

Model Context Protocol Exploration

Today we continue our exploration of vibe coding by digging into the Model Context Protocol, or MCP. We look at how MCPs connect chatbots to backend systems, why natural language matters for complex queries, and what it takes to build smarter, more adaptable interfaces. The discussion covers practical strategies for refining and automating these systems using API docs, making this a solid deep dive into the future of human-to-machine interaction.

Transcript: otter.ai/u/5zn42OkdumP-HXIdi5…?utm_source=copy_url

The Opportunity for OpenShift Infrastructure

Today we tackle the generational infrastructure shift that’s keeping IT leaders awake at night: OpenShift virtualization adoption. We dig deep into why organizations are struggling to migrate from traditional VM-focused infrastructure to Kubernetes-managed infrastructure. We explore the real hurdles blocking this transition and unpack the strategic positioning that matters when you’re moving to container-orchestrated infrastructure. This isn’t about dumping everything into Kubernetes and calling it done, we examine what it really takes to use Kubernetes as your infrastructure abstraction layer while navigating the operational realities that make or break these migrations.

Transcript: otter.ai/u/IY2Y0a4aFN99ILg9da…?utm_source=copy_url

OpenShift Install

Today we dive deep into the mystery of Kubernetes installation, specifically OpenShift installation. We help explain why Kubernetes installs look so weird compared to traditional operations, install processes, and where are the playbooks? Where are the scripts? Are the runbooks describing all the steps you need to take? All of it seems to be missing, and in this podcast, we explain why.

Transcript: otter.ai/u/J802BlcVs3K_OU8B5K…?utm_source=copy_url

AI Export Controls Work?

We discuss whether or not AI export controls work, but we take a really interesting twist because what we talk about is manufacturing. What we talk about is innovation, and it’s not whether or not you can control AI chips, but what does it actually take to build innovative product? That’s where we really have challenges on export and controls. There’s military manufacturing and goods, and that’s part of what this AI embargo is about. We really talk about how challenging it is to actually build truly innovative manufacturing and what the barriers are.

Transcript: otter.ai/u/k6Thp-TOfwKc_RjXHC…?utm_source=copy_url

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