“devops”
Scaling Beyond the Single Agent: Distributed Gemini 3 Clusters on Kubernetes
A single agent is a request; a cluster is a service. Learn to run distributed Gemini 3 agent workloads on Kubernetes with disaggregated prefill/decode, KV-cache-aware routing, gang scheduling, and SLO-driven autoscaling.
Automated CI/CD Regression Evaluation for ADK Agents
Implement an automated Python quality gate for ADK agents in CI/CD pipelines to prevent trajectory regressions and enforce pass-rate thresholds before deployment.
One-Command CI/CD Deployment for ADK with GitHub Actions
Set up an end-to-end GitHub Actions workflow that executes tests, runs ADK evaluation quality gates, builds multi-stage Docker images, and deploys to Cloud Run.
Mastering the Agents CLI: Your Gateway to Enterprise-Grade AI Agents
Learn how to build, evaluate, and deploy enterprise-ready AI agents using the Google Agents CLI (ADK).
Autonomous DevOps: Setting up a Self-Healing CI/CD with Gemini 3 Agents
How to leverage the reasoning power of Gemini 3 to create a truly autonomous, self-healing CI/CD pipeline.
Astro + Gemini 3: Building the First Self-Updating and Self-Correcting Blog
How to use Astro.js and Gemini 3 to create a blog that automatically finds content gaps and generates new posts in a self-sustaining cycle.
llms.txt: A Better Way to Make Your API Docs AI-Friendly
How the llms.txt standard is revolutionizing API documentation for AI agents like Gemini 3 and simplifying developer workflows.
Platform Engineering with Docker: Automating the Container Lifecycle
Move beyond manual Dockerfiles and learn how to build internal developer platforms to automate your container lifecycles.
From Notebook to Production: A Developer's First Look at MLOps for AI
Learn the fundamentals of MLOps for AI applications, moving from Jupyter Notebooks to robust, production-ready deployments.
Designing Agent Skills for DevOps and Platform Teams
A practical design approach for Agent Skills in DevOps contexts, focusing on reducing operational errors, enforcing standardized procedures, and maintaining strong security controls.