AI agents are moving fast, but running them reliably in production means infrastructure matters. In this post, I walk through deploying kagent — a Kubernetes-native AI agent framework — on a local ...

A previously undocumented threat activity cluster known as UNC6692 has been observed leveraging social engineering tactics via Microsoft Teams to deploy a custom malware suite on compromised hosts.

Cybersecurity researchers have flagged a fresh set of packages that have been compromised by bad actors to deliver a self-propagating worm that spreads through stolen developer npm tokens. The malware ...

The hackers compromised GitHub Action tags, then shifted to NPM, Docker Hub, VS Code, and PyPI, and teamed with Lapsus$. The TeamPCP hacking group has expanded its open source software campaign from ...

Threat actors are abusing Ray’s lack of authentication to compromise exposed clusters and deploy LLM-generated payloads and cryptocurrency miners. Threat actors are exploiting a two-year-old ...

Community driven content discussing all aspects of software development from DevOps to design patterns. Over the past few months, I have been helping cloud engineers, data specialists, and AWS ...

Starting with ParallelCluster 2.6.0, CloudWatch logs integration is enabled by default. This means a cluster's system, scheduler, and node daemon logs are stored in a CloudWatch log group. These logs ...

In the previous part we showed how to create a MSK cluster, publish and consume data from MSK using Kafka client in an EC2 instance and deploy AKHQ to administer Kafka. We also need to provide a ...

Welcome! By completing this workshop you will learn how to run distributed data parallel model training on AWS EKS using PyTorch. The only prerequisite for this workshop is access to an AWS account.

Money may not grow on trees, but it does grow in GitHub repos. Open source projects produce the most valuable and sophisticated software on the planet, free for the taking, dramatically lowering the ...