https://kerneltalks.com/ Fri, 31 Jul 2026 13:40:44 +0000 en-US hourly 1 https://z5.kerneltalks.com/wp-content/uploads/2021/09/cropped-KernelTalks-Favicon-32x32.png https://kerneltalks.com/ 32 32 208712470 https://kerneltalks.com/ai/ai-agents-explained-a-guide-for-beginners/ https://kerneltalks.com/ai/ai-agents-explained-a-guide-for-beginners/#respond Fri, 31 Jul 2026 13:40:39 +0000 https://kerneltalks.com/?p=8414 "AI agent" gets used loosely — this guide fixes that. A plain-English explainer for beginners and IT pros: what agents are, how the perceive-reason-act loop works, key terms like tools, skills, and MCP, when NOT to use one, plus practical cost and security guardrails.]]> https://kerneltalks.com/ai/ai-agents-explained-a-guide-for-beginners/feed/ 0 8414 https://kerneltalks.com/ai/understanding-the-claude-md-file-a-beginners-guide-to-getting-more-out-of-claude/ https://kerneltalks.com/ai/understanding-the-claude-md-file-a-beginners-guide-to-getting-more-out-of-claude/#respond Fri, 31 Jul 2026 12:41:22 +0000 https://kerneltalks.com/?p=8409 Tired of re-explaining your project to Claude every session? A CLAUDE.md file gives Claude persistent context that loads automatically. This beginner's guide covers what it is, where the files live, the load order, a sample file, and how to keep it lean.]]> https://kerneltalks.com/ai/understanding-the-claude-md-file-a-beginners-guide-to-getting-more-out-of-claude/feed/ 0 8409 https://kerneltalks.com/cloud-services/self-managed-s3-buckets-for-lambda-code-you-finally-own-the-artifact/ https://kerneltalks.com/cloud-services/self-managed-s3-buckets-for-lambda-code-you-finally-own-the-artifact/#respond Fri, 31 Jul 2026 06:45:13 +0000 https://kerneltalks.com/?p=8398 Picture a platform team running a few hundred Lambda functions across a handful of accounts. Every function has several published versions kept around for safe rollbacks. One morning a deploy fails with a quota error, and the culprit isn’t the new function at all. It’s the 75 GB account-level limit on function and layer code […]]]> https://kerneltalks.com/cloud-services/self-managed-s3-buckets-for-lambda-code-you-finally-own-the-artifact/feed/ 0 8398 https://kerneltalks.com/cloud-services/lambda-microvms-when-functions-arent-enough-and-ec2-is-too-much/ https://kerneltalks.com/cloud-services/lambda-microvms-when-functions-arent-enough-and-ec2-is-too-much/#respond Thu, 30 Jul 2026 08:41:39 +0000 https://kerneltalks.com/?p=8392 Picture this: you’re building a browser-based notebook where data analysts paste in Python, load a 3 GB dataframe, generate a few charts, then wander off to a meeting. Ninety minutes later they come back and expect their kernel, their variables, and their half-finished plot to still be sitting there. Now try to build that on […]]]> https://kerneltalks.com/cloud-services/lambda-microvms-when-functions-arent-enough-and-ec2-is-too-much/feed/ 0 8392 https://kerneltalks.com/cloud-services/know-about-amazon-guardduty-investigation-ai-powered-security-analysis/ https://kerneltalks.com/cloud-services/know-about-amazon-guardduty-investigation-ai-powered-security-analysis/#respond Wed, 29 Jul 2026 16:42:00 +0000 https://kerneltalks.com/?p=8367 Security teams routinely burn hours triaging a single GuardDuty finding. The workflow is familiar: pull the finding, pivot into CloudTrail, cross-reference VPC flow logs, chase the principal across accounts, map the behavior to a known technique, and finally decide whether the alert is a real incident or noise. Multiply that across an organization producing dozens […]]]> https://kerneltalks.com/cloud-services/know-about-amazon-guardduty-investigation-ai-powered-security-analysis/feed/ 0 8367 https://kerneltalks.com/linux/migrating-from-amazon-linux-2-to-bottlerocket-ami-in-eks-nodes/ https://kerneltalks.com/linux/migrating-from-amazon-linux-2-to-bottlerocket-ami-in-eks-nodes/#respond Thu, 14 Aug 2025 13:47:21 +0000 https://kerneltalks.com/?p=8255 In this post, I share my journey transitioning from Amazon Linux 2 to Bottlerocket as the EKS node OS, aiming for enhanced security with a hardened OS image.]]> https://kerneltalks.com/linux/migrating-from-amazon-linux-2-to-bottlerocket-ami-in-eks-nodes/feed/ 0 8255 https://kerneltalks.com/other/kubecon-cloudnativecon-india-2025-my-experience/ https://kerneltalks.com/other/kubecon-cloudnativecon-india-2025-my-experience/#comments Sun, 10 Aug 2025 17:57:50 +0000 https://kerneltalks.com/?p=8215 From scaling Kubernetes, observability, powering huge AI projects to real stories from PepsiCo, Flipkart, and Intuit, KubeCon + CloudNativeCon India 2025 in Hyderabad was a deep dive into where cloud-native ecosystem is headed. Here’s my personal experience about the event.]]> https://kerneltalks.com/other/kubecon-cloudnativecon-india-2025-my-experience/feed/ 1 8215 https://kerneltalks.com/other/reflections-on-aws-summit-mumbai-2025/ https://kerneltalks.com/other/reflections-on-aws-summit-mumbai-2025/#respond Sat, 21 Jun 2025 19:43:15 +0000 https://kerneltalks.com/?p=8158 Just wrapped up an exciting day at AWS Summit Mumbai 2025! And here are my reflections on the event!]]> https://kerneltalks.com/other/reflections-on-aws-summit-mumbai-2025/feed/ 0 8158