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AI-ML 8 min read

Building an MCP Server to Interact with Ansible Automation Platform

A practical guide to building an MCP server for Ansible Automation Platform, enabling safe AI-driven automation on OpenShift with policy controls, guardrails, and real production insights.

ControlPlane

Jan 31, 2026

AI-ML 4 min read

How Stanford’s 8-Word Prompt Changed the Way We Think About Prompt Engineering

A subtle eight-word prompting technique from Stanford researchers has challenged long-standing assumptions about prompt engineering. By encouraging models to reveal multiple possible outputs instead of a single “safe” response, this approach unlocks greater creativity and diversity—without retraining or complex prompt templates. This article explores how it works, why it matters, and what it means for the future of working with generative AI.

techie007

Jan 29, 2026

AI-ML 7 min read

Beyond the Prompt: Why Simply “Using AI” Is No Longer Enough

For a brief moment in technology history, writing good prompts felt like a superpower. You described what you wanted. The model responded with code, prose, insights, or answers. Entire workflows suddenly felt effortless. Prompt engineering quickly became a buzzword—and for good reason. It lowered the barrier to entry for advanced AI and made powerful models accessible to almost anyone.

techie007

Jan 28, 2026