CI/CD Pipeline
A CI/CD (Continuous Integration / Continuous Deployment) pipeline automates the process of building, testing, and deploying software changes. CI automatically runs tests, linting, and type checking on every commit. CD automatically deploys validated changes to staging or production environments. In AI applications, CI/CD pipelines additionally handle model validation, prompt regression testing, embedding model updates, and vector database re-indexing. Popular tools include GitHub Actions, GitLab CI, and Jenkins. Well-designed CI/CD is critical for maintaining the reliability of production AI systems through frequent, safe updates.
Vstorm OSS Tools for This
Related Terms
Docker
Frameworks & ToolsDocker is a containerization platform that packages applications and their dependencies into portable, isolated containers that run consistently across any environment.
Infrastructure as Code
InfrastructureInfrastructure as Code (IaC) is the practice of managing and provisioning computing infrastructure through machine-readable configuration files rather than manual processes.
Containerization
InfrastructureContainerization is the process of packaging an application and all its dependencies (runtime, libraries, system tools, configuration) into a standardized, portable unit called a container.
Ready to build your first production AI agent?
Open-source tools, battle-tested patterns, zero boilerplate. Configure your stack and ship in minutes — not months.