AI technology reducing Kubernetes costs in cloud infrastructure with automated optimization tools

AI vs. Kubernetes Cost Overruns: Who Wins in 2025?

August 25, 2025

Kubernetes has become the go-to orchestration platform for modern infrastructure. It’s powerful, flexible, and great at scaling applications across dynamic ...

AI-augmented DevOps accelerating software delivery while maintaining security in 2025

AI-Augmented DevOps: Closing the Gap Between Speed and Security

by Marc Mawhirt

August 15, 2025

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In 2025, the DevOps landscape is evolving at breakneck speed — and artificial intelligence is at the center of the ...

Amazon Q CLI enhanced by Model Context Protocol, showing a futuristic AI-powered code interface with project context layers.

Smarter DevOps Starts Here: Enhancing Amazon Q CLI with Model Context Protocol

by Marc Mawhirt

May 5, 2025

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By Marc Mawhirt | LevelAct.com 🔍 Introduction: DevOps Needs Context—Amazon Q Just Got It Amazon Q CLI is redefining DevOps ...

AI-powered DevOps pipeline visual showing cloud automation, quality assurance, and compliance workflows.

AI-Driven DevOps: Inflectra and Amazon Bedrock Deliver Quality and Compliance at Scale

by Marc Mawhirt

April 23, 2025

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By Marc Mawhirt, LevelAct.com In today’s fast-paced software landscape, DevOps success isn’t just about speed — it’s about delivering high-quality, ...

Interactive cloud infrastructure diagram showing application interdependencies, security layers, and generated IaC code output.

StackGen Is Changing Cloud Migration—Here’s How

by Marc Mawhirt

April 14, 2025

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Cloud migration has never been a simple task. For organizations transitioning to cloud-native architectures, the process often feels like disassembling ...