AI agents in CI/CD
Surface AI coding agents, custom agents, MCP tooling, and agentic workflow steps in GitHub Actions, GitLab CI, and Azure Pipelines configs. Score permissions, secret access, and human-in-the-loop patterns.
AI & MLOps
AI agents, cloud AI services, and ML pipelines are entering CI/CD faster than manual reviews can keep up. KvantumCI verifies configurations, scores posture, and surfaces missing guardrails before merge.
Surface AI coding agents, custom agents, MCP tooling, and agentic workflow steps in GitHub Actions, GitLab CI, and Azure Pipelines configs. Score permissions, secret access, and human-in-the-loop patterns.
Bring cloud-native AI workloads into your verification perimeter—scan AWS agents, detect guardrails, and review AWS Bedrock usage across pipelines.
MLSecOps rules and MLflow best practices for model scanning, registry usage, semantic versioning, inference servers, and Nvidia/MLOps tooling detection.
Runtime tools see what’s deployed. KvantumCI verifies how agents, Bedrock, and ML pipelines get wired into CI/CD—and whether guardrails exist before merge.