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An excellent source for industry thought leadership in Edge Computing, Cloud Computing, DevOps, Open Source based on discussions from weekly Cloud 2030 events.

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When Vibe Fails [TechOps]

This episode we discuss a failure in vibe coding with Claude and Digital Rebar. We try to build a CloudMD-driven setup for running Claude in a container and analyzing inputs, and we run into some problems when the generated design becomes too complex and leads to wrong assumptions. We discuss the broader lesson that too…

Vibe Digital Rebar Install [TechOps]

In this episode, we continue our exploration of vibe coding, this time we build a prompt for installing Digital Rebar. We test and refine the prompt across multiple runs, focusing on readiness checks, firewall ports, SSH keys, license file handling, and keeping the model within the provided instructions.We also look at where the install keeps…

Vibe Coding Project Restart [TechOps]

This week, we continue our Vibe Coding, and use the lessons and prompt instructions we’ve learned from previous sessions to restart the project using the latest version of Vibe Code. We walk through the process of restarting and see the significant difference made by the new tech! We also talk through some alternatives to using…

AI UX Building

In this episode of Cloud2030, we explore AI’s transformative impact on user experience (UX) and the relevance of stochastic and deterministic systems in designing effective AI interfaces. We give our predictions about the decline of traditional form-based UX in favor of conversational interfaces that allow users to interact with AI more naturally.We go into how…

Kubernetes as a Common Platform

This week we examine the emergence of Kubernetes as a common infrastructure platform. We contrast cloud assumptions with bare-metal reality and dig deep on supportability, repairability, and the operational challenges of networking, storage, GPUs, and other specialized systems. We also get into brittle vendor tooling, version changes, and how these can make remediation difficult. I…

Kubecon SC25 Debrief

In this episode, we debrief several industry events I went to last year, including Supercomputing, KubeCon, Stack, the AI Infrastructure Show, and the Red Hat AI Infrastructure Summit. We dive deep into some observations from the shows and what they tell us about the gaps and fractures in how we are working to build AI…

AWS Outage

In this episode, we discuss the October 2025 Amazon outage. The conversation took place during the outage, and though it’s been a few months now, the insights and discussions are still very interesting. We trace how a DynamoDB and DNS-related failure cascaded through core AWS services and had a larger blast radius than expected. We…

Back After a Break

In this episode, we discuss the rising cost of using AI and how usage-based pricing, model changes, and capacity limits are affecting daily work as AI moves from experimentation into operational use. We also talk about multi-model workflows, hybrid infrastructure, and examples of using hosted models alongside open models locally for tasks such as writing…

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