Engineering

AI Bots Are Now Exploiting Your Automation — And Kubernetes Is Next

Last week, an autonomous bot called hackerbot-claw — describing itself as “an autonomous security research agent powered by claude-opus-4-5” — spent seven days systematically attacking CI/CD pipelines across major open source repositories. It targeted seven projects belonging to Microsoft, DataDog, Aqua Security, and multiple CNCF…

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PaC Agent Blog Image

The Policy-as-Code AI Agent: Smarter Kubernetes Governance & Security

Policies are the backbone of Kubernetes governance. They enforce security, compliance, and operational best practices. However, for most teams, policy authoring feels like a source of friction: endless YAML, fragmented documentation, and excessive trial-and-error. The Policy-as-Code (PaC) Agent changes that. Instead of wrestling with syntax,…

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Securing OpenTofu (Infrastructure-as-Code) with Nirmata Powered by Kyverno

As Infrastructure as Code (IaC) continues to gain popularity among DevOps practitioners for its efficiency and scalability, the recent Terraform license ambiguity has prompted the emergence of alternative solutions. OpenTofu, marking its first stable release, enters the scene as a robust Infrastructure-as-Code tool, providing users…

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