One post tagged with "Claude Code"

Most of my day-to-day platform work happens in a conversation. I sit in a Claude Code session - or any AI assistant with shell access - and ask plain-language questions about the state of our delivery cluster: what's failing, what's drifting, what's vulnerable, what's stale. The agent answers by calling the krci CLI, the predictable, JSON-emitting client over the KubeRocketCI Portal's tRPC API. I read the answer, decide what to do, and when a question turns into a routine I drop the underlying invocation into a script and let it run on cron or /loop. This post is a snapshot of that workflow with one running example - operator vulnerability status - and a tour of the other questions the same pattern answers.