Blog

Google Cloud open-sourced k8s-aibom, a Kubernetes controller that builds CycloneDX ML-BOMs at runtime and surfaces the shadow AI already running in your clusters.

A hands-on guide to AI agent M2 deployment: run a local LLM on 8GB Apple Silicon, wire up a CrewAI agent, and keep memory under control.

Move repos from Azure DevOps to GitHub with the gh ado2gh extension, then wire up Copilot's coding agent. A practical migration playbook for 2026.

AI agents now open PRs and run deploys inside your pipeline. Here is how to govern their tool access and gate their actions with OPA and MCP.

Discover the top AI agent risks revealed by Snyk's audit of 10,000 environments. Learn key security lessons to protect your deployments from automated threats.

Gain real-time visibility into Kubernetes cloud costs with FinOps. Learn to allocate, optimize, and manage spending across dynamic environments using OpenCost and...

Master the safe evaluation of LLM-generated Terraform. This guide covers validation, security, and best practices to integrate AI into your infrastructure workflo...

Learn to secure AI agent MCP servers from prompt injection and secret leaks. This guide covers least privilege, containerization, and network policies for DevOps.

Learn to automate SSH Two-Factor Authentication (2FA) hardening using Google Authenticator. This guide provides production-ready steps, Ansible examples, and trou...

Choosing an LLM serving engine? This guide compares vLLM vs TGI. Learn when vLLM's raw performance is worth the operational cost for your specific use case.

Explore the core principles and practices of DevOps to streamline your software development lifecycle and accelerate delivery.

Secure your RAG pipeline against data leakage, a top OWASP LLM risk. Learn why prompt hardening isn't enough and how to implement user access controls.