{
  "slug": "doctl-adds-gradientai-simulation-apis-37bc9fe2a74d",
  "title": "doctl adds GradientAI simulation APIs",
  "tools": [
    "doctl"
  ],
  "tags": [
    "agent"
  ],
  "introduced_at": "2026-08-31T13:19:55.000Z",
  "announced_at": "2026-08-31T13:19:55.000Z",
  "effective_at": null,
  "date_basis": "source-publication",
  "status": "unknown",
  "how": {
    "incantation": "When working with GradientAI scenarios or simulations in doctl v1.168.0, choose the command for the operation: use `scenario-set` to manage scenario sets and `simulation-run` to run or inspect simulations.",
    "examples": [
      "doctl gradient scenario-set list --statuses ready",
      "doctl gradient simulation-run list --statuses running",
      "doctl gradient simulation-run get <run-uuid> -o json"
    ],
    "gotchas": [
      "Version: v1.168.0",
      "`<run-uuid>` (required): UUID of the simulation run to retrieve.",
      "`--statuses`: Filters runs by status; documented values include `running`.",
      "`-o json`: Selects JSON output; the get command documentation says this also shows per-scenario results.",
      "Prerequisite: Authenticate doctl with a DigitalOcean API V2 access token; the command reference lists `--access-token` / `-t` as a global flag."
    ]
  },
  "why_it_matters": "When working with GradientAI scenarios or simulations through doctl, inspect the added simulation API commands and use the command that matches the operation you need.",
  "sources": [
    "https://github.com/digitalocean/doctl/releases/tag/v1.168.0",
    "https://github.com/digitalocean/doctl/pull/1937",
    "https://docs.digitalocean.com/reference/doctl/reference/gradient/scenario-set/list/",
    "https://docs.digitalocean.com/reference/doctl/reference/gradient/simulation-run/list/",
    "https://docs.digitalocean.com/reference/doctl/reference/gradient/simulation-run/get/"
  ],
  "rank": 0.95024,
  "judge": {
    "publish": true,
    "judge_model": "codex-cli/gpt-6-luna+typesafe/jev-1.13.0",
    "prompt_version": "extract-v7+enrich-v2+judge-v2x3-rejudge+jev-publish-v1"
  },
  "review_state": "approved",
  "provenance": {
    "run_id": "wave2a-20261017",
    "verdict_id": "wave2a-20261017:wave2a-20261017-8ca92f1b89f17fd5-0:rescue",
    "evidence_hash": "d5b019dcafe00b60b23ed03d70430cbcc98f9cb22bd4cd0d0492bc821963513c"
  },
  "review": {
    "draft_hash": "2f4bb9e06973bd289c57f9b6bda8931021467cda56c80a0102d46b85b8447875",
    "reviewer": "publication-gate",
    "reviewed_at": "2026-10-07T00:00:00.000Z",
    "decision": "wave2a-20261017:rescue",
    "reason": "Rescue path: first rejected only because the extracted card lacked usage; judged again on the enriched card, 3 of 3 judge runs approved with p_yes >= 0.9 (mean 0.95 >= 0.9; 2 needed) and Jev gave 0.68 (>= 0.6 needed)."
  }
}