Articles tagged with CI/CD. Practical engineering insights for production systems.
4 articles on this page
The industry standard has shifted to hybrid evaluation: golden datasets in CI/CD plus live traffic monitoring. Learn the offline + online eval strategy for production LLM and agent systems.
AI coding agents can accelerate development, but they also create risks. Learn a CI strategy with tests, static analysis, and eval gates so agent output stays reliable as your product grows.
DevOps & Deployment Optimization strategies for safe, fast releases. Improve CI/CD reliability, reduce deployment time, and implement zero-downtime rollouts with observability.
Is your team afraid to deploy on Fridays? Learn the technical strategies for zero-downtime releases: Blue/Green, Canary, and Traffic Shifting on AWS and beyond.