Introduction Are you building AI agents that interact with APIs, run functions, or query real-world services? Then you’re already entering the world of LLM-based function calling. But what does “production-grade”

Continue ReadingArchitecting the Foundation — LLM Function Calling and Toolchains

Introduction Over time, environments accumulate unused virtual disks and mounted ISOs that consume critical datastore space. Identifying and removing them manually is time-consuming and error-prone. PowerCLI allows you to detect

Continue ReadingPowerCLI Script to Find and Remove Unused Virtual Disks and ISOs

Introduction Whether you are preparing for an audit, building an inventory system, or handing off documentation, exporting a list of all VMs is one of the most common tasks for

Continue ReadingExport a List of All VMs from vCenter with PowerCLI (Name, Host, IP, OS)

Introduction Snapshots are a powerful tool in any vSphere environment, but unmanaged snapshots can consume storage, degrade performance, and cause backup failures. Manually reviewing snapshots across hundreds of VMs is

Continue ReadingVMware Snapshot Management with PowerCLI: Detect, Report, and Clean Up

Introduction Ready to build and deploy agentic AI in your organization? Whether you’re automating IT, optimizing business workflows, or exploring research, today’s ecosystem is rich with open-source frameworks, commercial platforms,

Continue ReadingGetting Started: Toolkits, Frameworks, and Practical Advice for Engineers

Introduction Agentic AI is evolving rapidly, moving from theory to large-scale deployment across industries. As organizations push boundaries with multi-agent orchestration and policy-driven automation, the future of agentic AI brings

Continue ReadingThe Future of Agentic AI; Trends, Research, and Roadblocks

Introduction Self-healing infrastructure reduces downtime and manual intervention. With Ansible, Nutanix admins can detect VM or system issues and automatically trigger recovery actions, like powering on VMs, attaching NICs, or

Continue ReadingBuilding a Self-Healing Nutanix Environment with Ansible