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Discover Hidden Patterns with Intelligent K-Means Clustering (Fri, 05 Dec 2025)
What is Clustering Clustering is a type of unsupervised machine learning technique that groups similar data points together. Clustering helps you automatically identify patterns or natural groups hidden in your data. Imagine this scenario:
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Designing a CPU-Efficient Redis Cluster Topology (Fri, 05 Dec 2025)
Redis is a popular in-memory data store that has become an essential component of many modern applications. With its high performance, scalability, and reliability features, Redis has emerged as a top choice for caching, session management, and other use cases. In this article, we'll explore the deployment topology of Redis Cluster, specifically focusing on the master-replica approach utilizing all the cores on the vms, leveraging the single threaded behaviour of redis. What Is a Redis Cluster A Redis Cluster is a distributed deployment that shards your dataset across multiple Redis nodes. It automatically handles data partitioning and replication, ensuring both high availability and horizontal scalability.
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AWS Agentic AI for App Portfolio Modernization (Fri, 05 Dec 2025)
Rethinking Application Modernization in the GenAI Era Enterprises are accelerating their modernization journeys, driven by cloud mandates and growing demand for digital agility. Yet when faced with large application portfolios, transformation leaders often struggle to make decisions that are objective, scalable, and consistent. In the era of Generative AI, a new paradigm is emerging: Agentic AI systems that not only reason over user input but also collaborate as autonomous agents to deliver reliable, explainable, and business-aligned outcomes.
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From Containers to WebAssembly: The Next Evolution in Cloud-Native Architecture (Fri, 05 Dec 2025)
When Docker first arrived, it felt like magic. I was working at a fintech startup then, and containers instantly killed the dreaded "works on my machine" problem. For the first time, we could package our applications with all their dependencies, ship them anywhere, and trust they'd run exactly the same way. But here's the thing about revolutions — they expose new problems while solving old ones.
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DevOps Cafe Podcast

DevOps Cafe Ep 79 - Guests: Joseph Jacks and Ben Kehoe (Mon, 13 Aug 2018)
Triggered by Google Next 2018, John and Damon chat with Joseph Jacks (stealth startup) and Ben Kehoe (iRobot) about their public disagreements — and agreements — about Kubernetes and Serverless. 
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DevOps Cafe Ep 78 - Guest: J. Paul Reed (Mon, 23 Jul 2018)
John and Damon chat with J.Paul Reed (Release Engineering Approaches) about the field of Systems Safety and Human Factors that studies why accidents happen and how to minimize the occurrence and impact. Show notes at http://devopscafe.org
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DevOps Cafe Ep. 77 - Damon interviews John (Wed, 20 Jun 2018)
A new season of DevOps Cafe is here. The topic of this episode is "DevSecOps." Damon interviews John about what this term means, why it matters now, and the overall state of security.  Show notes at http://devopscafe.org
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