How to set up automated evaluation and regression testing pipelines for AI agents. Run test suites in GitHub Actions or Azure DevOps before merging prompt or model updates.
How to adapt traditional DevOps pipelines for LLMs. A complete guide to evaluation gates, prompt versioning, and automated shadow deployments.
Automate your cloud infrastructure securely. A step-by-step guide to integrating Terraform with Azure Pipelines, managing state, and handling secrets.
Going beyond Hello World: A deep dive into scalable YAML templates, security governance, dynamic environments, and cost-optimization strategies for Azure DevOps.
A comprehensive guide to building slim, secure, and fast container images. From multi-stage builds to rootless containers and health probes.