Blog topic
CI/CD with kprompt PlanResult JSON: fail high-risk plans before a human approves apply. 3 articles.
Muhtalip Dede3 min readPlanResult is the IR of AI SRE: one typed document for humans and CI. Why JSON, what applied means vs verify, how blastRadius attaches, what never gets stored, and how investigate/why must extend the same artifact.
Muhtalip Dede3 min readSchema-focused companion to CI plan gates: apiVersion, plan.actions, risk.denied, result payloads, RouteResult / MultiContextResult, history vs CI artifacts, and hard rules on manifests and API keys.
Muhtalip Dede4 min readHow to use kprompt PlanResult JSON in CI/CD pipelines to review Kubernetes scale, deploy, and rollback plans before apply — with jq gates, GitHub Actions patterns, and production safety rules.