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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

End-to-end testing and deployment of a multi-agent AI system with Docker, LangGraph, and CircleCI

Multi-agent AI systems are transforming how intelligent applications are built. By orchestrating multiple specialized agents that collaborate to solve complex tasks, these systems enable more dynamic and efficient workflows. However, deploying such a system reliably and at scale requires a structured approach to testing, packaging, and automation.

OWASP CI/CD Part 4: Poisoned Pipeline Execution (PPE)

Modern development teams often rely on Continuous Integration (CI) pipelines to automate testing, building, and deployment of their code These pipelines are typically defined through configuration files stored within the source code repository. Developers, DevOps engineers, or other contributors with the appropriate permissions frequently need to edit these files to adjust workflows, add new checks, or support evolving project requirements.

Elastic bandwidth and the future of AI-driven networks

In this employee spotlight blog, Shaheen Kalla, Presales Team Lead, explores what the future of AI in networking may hold and the possibilities it presents. So much has been written about AI in the context of software engineering, machine learning, and data manipulation - especially where large datasets are involved. However, very little has been explored when it comes to AI from a networking perspective.

Top 5 Modern CI/CD Tools in 2025

In the ever-growing ecosystem of infrastructure and software development, where tools like Kubernetes introduce complexity and hyperscalers welcome sprawl, it's more important to have your SDLC buttoned up and as efficient as possible. CI/CD, one of Cycle's noble sidekicks, is important in kicking off the SDLC, and having a tool that gets the job done without introducing extra complexity or constraint is paramount.

DCIM and the Gartner Hype Cycle: Why the Time to Act Is Now

In the world of data center operations, timing matters. While adopting technology too early and choosing the wrong vendor can lead to frustration, waiting too long can leave you playing catch-up. That’s why the Gartner Hype Cycle is such a useful tool. It helps organizations separate fleeting hype from lasting value.

Navigating the SSE Landscape: The 2025 Gartner Magic Quadrant

Having reviewed the 2025 Gartner Magic Quadrant for Security Service Edge (SSE), it is fair to say that it reflects a comprehensive evaluation of vendors delivering integrated, cloud-based security solutions. However, while such assessments provide valuable insights for those looking for full-stack adoption, real-world adoption may require deeper analysis and strategic planning.

GenAI in Action: Strategies for Business Transformation

As Generative AI continues to reshape industries, staying informed is key to unlocking new opportunities and driving success. In 60 minutes, join our expert-led webinar to gain a comprehensive understanding of GenAI, its benefits, and applications in business. Our session will cover the key trends, ecosystem shifts, and business value of GenAI, as well as provide a step-by-step guide on how to develop a GenAI strategy and overcome common adoption challenges.

Why Is CloudZero The World's Best-Funded FinOps Startup?

Global cloud spending will surge past $700 billion this year. Megacaps alone will spend more than $300 billion on AI in 2025, with much more on the way. The innovation potential of the cloud has never been higher, never been more hotly contested, and never come with a higher price tag. In the late 2000s, the cloud reshaped the global economy and enabled life as we know it. Now, in the mid 2020s, AI is poised to do the same.

MCP server: Automated test coverage

Learn about a new feature using CircleCI's MCP server that brings automated test coverage to AI-enabled applications. Using a simple React app, the MCP server scans for AI prompts, recommends tests, and writes them directly into your codebase. Watch how you can: Now you can test and ship with confidence—right from your IDE or CI pipeline.