{
  "slug": "cisco-modeling-labs-cml-devnet-sandbox",
  "name": "Cisco Modeling Labs (CML) DevNet Sandbox",
  "description": "Cisco Modeling Labs (CML) DevNet Sandbox is a cloud-based network simulation service that allows developers and network engineers to design, test, and troubleshoot network topologies using authentic Cisco IOS images. It provides both shared, 'always-on' environments and private, reservable labs for automated testing and learning.",
  "url": "https://optimly.ai/brand/cisco-modeling-labs-cml-devnet-sandbox",
  "websiteUrl": "https://developer.cisco.com/",
  "logoUrl": "https://logo.clearbit.com/developer.cisco.com",
  "baiScore": null,
  "bai_tier_status": "active",
  "bai_score_status": "active",
  "archetype": null,
  "archetype_status": "active",
  "category": "Software/DevOps",
  "categorySlug": null,
  "keyFacts": [],
  "aiReadiness": [],
  "competitors": [],
  "competitorsProse": null,
  "inboundCompetitors": [],
  "aiAlternatives": [],
  "parentBrand": null,
  "subBrands": [],
  "updatedAt": "2026-04-10T02:39:50.105Z",
  "verifiedVitals": {
    "website": "https://developer.cisco.com"
  },
  "intentTags": {
    "problemIntents": [
      "Physical Lab Hardware: Setting up physical routers, switches, and cables in a dedicated lab space."
    ],
    "solutionIntents": [
      "free cisco ios lab online",
      "test cisco restconf api free",
      "network automation sandbox",
      "best network simulator for beginners",
      "virtual internet routing lab alternative",
      "GNS3 / EVE-NG: Using open-source emulation software like GNS3 or EVE-NG on local workstations.",
      "Cisco Packet Tracer: Relying on static documentation or basic CLI simulators like Packet Tracer without real IOS features."
    ],
    "evaluationIntents": []
  },
  "businessProfileClaims": [],
  "timestamp": 1790468773238
}