{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "aliang-one-aliangboard--operate-cluster-from-claude-code",
 "repo": "aliang-one/aliangboard",
 "repo_url": "https://github.com/aliang-one/aliangboard",
 "repo_slug": "aliang-one-aliangboard",
 "title": "Ask an agent to read logs and roll back releases",
 "page_title": "How to ask an agent to read logs and roll back releases with Aliangboard",
 "summary": "Connect the built-in MCP server so an LLM can read pod logs, debug containers or roll back in plain language.",
 "who": "An on-call engineer who wants to triage a failing deployment by asking questions.",
 "problem": "Remembering kubectl incantations under pressure slows incident response.",
 "outcome": "Natural-language cluster operations through your MCP client.",
 "steps": [
  "Run AliangBoard and create an access token",
  "Add it with `claude mcp add --transport http aliangboard {HOST}/mcp` and an Authorization header",
  "Ask the agent to show logs for a failing pod",
  "Approve any write action carefully"
 ],
 "agent_prompt": "Through the aliangboard MCP server, find pods in <namespace> that are not Ready, show their last 50 log lines, and propose a fix. Do not change resources without my confirmation.",
 "agents": [
  "claude-code"
 ],
 "difficulty": "Advanced",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "The MCP server can write and operate the cluster, so scope its token before connecting an agent.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "javascript",
 "requirements": [
  "A Kubernetes cluster and kubectl, or Docker",
  "An MCP client such as Claude Code for agent access"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [
  {
   "tag": "credentials",
   "notice": "The bearer token lets the agent read and write cluster resources."
  }
 ],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/aliang-one-aliangboard/operate-cluster-from-claude-code/",
 "md": "https://dedupedai.com/use-cases/aliang-one-aliangboard/operate-cluster-from-claude-code/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/aliang-one-aliangboard--operate-cluster-from-claude-code.json",
 "api_version": "v1"
}