https://sandeepbazar.github.io/blogs/ Writing on agentic AI, Kubernetes fleets, and the infrastructure underneath both - by Sandeep Bazar. en https://sandeepbazar.github.io/blogs/mcp-server-is-a-security-boundary/ mcp-server-is-a-security-boundary Sat, 01 Aug 2026 00:00:00 +0000 Ten hard-won lessons from building an MCP server whose tools can genuinely hurt someone — a guardrailed control plane for multi-cluster Kubernetes fleets — and then letting two frontier AI agents loose on it: 44 adversarial scenario runs, zero unsafe writes. If your MCP tools touch anything real — a database, a payment, an inbox, a cluster — these lessons are for you. Kubernetes & MCP https://sandeepbazar.github.io/blogs/can-an-ai-agent-take-the-2am-page/ can-an-ai-agent-take-the-2am-page Wed, 29 Jul 2026 00:00:00 +0000 How I gave AI agents safe hands on a multi-cluster Kubernetes fleet — any MCP-capable agent, though I tested with two: Claude and Codex. Policy admission, human-signed approvals, a tamper-evident audit trail — and a published 22-scenario evaluation, failures included. This is the full end-to-end story, close to the metal. Agentic AI https://medium.com/@sandeepbazar/bringing-agentic-ai-to-ibm-fusion-fleet-conversational-operations-powered-by-ibm-fusion-mcp-and-606cbcfd41e6 agentic-ai-ibm-fusion-fleet Sun, 08 Feb 2026 00:00:00 +0000 Modern platform operations are no longer about managing a single Kubernetes or OpenShift cluster. IBM Fusion https://medium.com/@sandeepbazar/ibm-fusion-ibm-bob-kubernetes-mcp-end-to-end-conversational-ops-a5adfd07b661 ibm-fusion-bob-kubernetes-mcp Fri, 30 Jan 2026 00:00:00 +0000 Wiring IBM Fusion, IBM Bob and kubernetes-mcp together into a single conversational operations loop. IBM Fusion https://medium.com/@sandeepbazar/breaking-the-ai-platform-myth-how-ibm-fusion-unifies-containers-vms-and-gpus-959c12d1410e breaking-the-ai-platform-myth Wed, 07 Jan 2026 00:00:00 +0000 A demonstration of how IBM Fusion orchestrates AI workloads across containers and VMs on a shared GPU-enabled platform. IBM Fusion https://medium.com/@sandeepbazar/elevating-proactive-kubernetes-operations-on-ibm-fusion-using-artificial-intelligence-9d757724aad2 proactive-kubernetes-operations-with-ai Thu, 18 Dec 2025 00:00:00 +0000 A working, 15-minute prototype using IBM Fusion, kubernetes-mcp, and Watsonx. Agentic AI https://medium.com/@sandeepbazar/what-travelling-really-means-to-a-7-year-old-a-zmet-journey-into-freedom-fun-and-togetherness-e350ef0afad2 what-travelling-means-to-a-7-year-old Sun, 14 Dec 2025 00:00:00 +0000 Sometimes, the deepest insights about life don't come from adults — they come from children. Research & Life https://medium.com/@sandeepbazar/bringing-agentic-ai-to-ibm-fusion-how-kubernetes-mcp-transforms-fusion-operations-c6232f34ca50 agentic-ai-ibm-fusion-kubernetes-mcp Wed, 10 Dec 2025 00:00:00 +0000 How kubernetes-mcp turns IBM Fusion operations into a conversation with an AI agent. IBM Fusion https://medium.com/@sandeepbazar/seamless-virtual-machines-migration-moving-from-vmware-to-ibm-fusion-with-openshift-mtv-f33c992df020 vmware-to-fusion-migration-with-mtv Thu, 22 Aug 2024 00:00:00 +0000 Migrating virtual machines off VMware and onto IBM Fusion using the OpenShift Migration Toolkit for Virtualization. IBM Fusion https://medium.com/@sandeepbazar/unified-mastery-bridging-virtual-machines-and-containers-with-ibm-storage-fusion-f8c54c77df96 unified-mastery-vms-and-containers Tue, 30 Jul 2024 00:00:00 +0000 An introduction to OpenShift Virtualization — running virtual machines and containers side by side on IBM Fusion. IBM Fusion https://medium.com/@sandeepbazar/comprehensive-guide-to-ibm-storage-fusion-and-cloud-satellite-integration-b74f97047529 fusion-hci-cloud-satellite-integration Fri, 09 Feb 2024 00:00:00 +0000 With IBM Cloud Satellite and IBM Storage Fusion, applications run consistently and securely regardless of the underlying infrastructure. IBM Fusion