Building and Deploying a Custom MCP Server: A Practical Guide
Introduction Traditional API integrations often require building custom connections for every tool and every AI agent—resulting…
Migration Pitfalls: How Data Gravity Disrupts Cloud and Hybrid Projects
Introduction Even the best-planned cloud and hybrid migrations can be derailed by data gravity. When large…
CrowdStrike’s Approach to Better Machine Learning Evaluation Using Strategic Data Splitting
“Leakage” in machine learning (ML) occurs when data that an ML model should not learn on…
Architecting the Foundation — LLM Function Calling and Toolchains
Introduction Function calling is the bridge between static LLMs and real-time agents. With tools like LangChain…
Advanced Ansible Playbook for Nutanix: Enterprise-Grade VM Provisioning with Validation, Tagging, and Notification
Introduction – name: Enterprise Nutanix VM Provisioninghosts: localhostgather_facts: falsecollections:- nutanix.ncpvars_files:- nutanix_credentials.yml- enterprise_vm_config.ymlvars:slack_webhook: “https://hooks.slack.com/services/XXXX/YYYY/ZZZZ”tasks:TASK [Check VM health]ok:…