DevOps automation

DevOps pipeline complexity slowing down CI/CD workflows in 2026

For more than a decade, DevOps has been synonymous with speed. Faster builds. Faster deployments. Faster feedback loops. The promise ...

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

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

by Barbara Capasso

August 25, 2025

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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 ...