{
  "schemaVersion": "2026-05-14.tool-review.v1",
  "slug": "github-copilot",
  "name": "GitHub Copilot",
  "category": "ai-coding-assistant",
  "verdict": {
    "label": "Recommended",
    "tone": "recommended",
    "summary": "Use Copilot when team adoption, enterprise controls, and broad IDE support outrank cutting-edge agent depth."
  },
  "scores": {
    "dx": 86,
    "ax": 70,
    "production": 84,
    "pricing": 78,
    "performance": 82
  },
  "pricingTier": "team",
  "agentReadiness": "partial",
  "timeToFirstSuccessMinutes": 10,
  "recommendedFor": [
    "large-repo-refactor",
    "prototype-to-demo"
  ],
  "avoidWhen": [
    "autonomous task execution is the primary need",
    "non-GitHub workflows dominate",
    "agent-readable verdicts are required"
  ],
  "evidence": {
    "built": "Used as a baseline assistant for docs and UI edits in GitHub-heavy developer workflows.",
    "testedScenario": "Inline edits, small component changes, and review assistance in a TypeScript frontend.",
    "methodology": [
      "Checked enterprise controls",
      "Compared IDE support",
      "Measured onboarding friction",
      "Reviewed generated diffs"
    ]
  },
  "evidenceProfile": {
    "level": "strong",
    "artifacts": [
      {
        "kind": "human-review",
        "label": "Human review page",
        "href": "/blueprints/reviews/github-copilot",
        "public": true
      },
      {
        "kind": "agent-json",
        "label": "Agent JSON verdict",
        "href": "/blueprints/reviews/github-copilot.json",
        "public": true
      },
      {
        "kind": "compare-view",
        "label": "Compare with alternatives",
        "href": "/blueprints/reviews/compare?tools=github-copilot,cursor,claude-code",
        "public": true
      }
    ],
    "limitations": [
      "Scores reflect Neurl hands-on evidence and should be re-verified before procurement or high-risk production adoption.",
      "Pricing, limits, model defaults, and product policies can change quickly; use freshness dates and vendor docs before final rollout."
    ],
    "confidenceSignals": [
      "Tested scenario: Inline edits, small component changes, and review assistance in a TypeScript frontend.",
      "4 methodology checks",
      "Last verified: 2026-05-14",
      "2 agent safe-use notes"
    ],
    "agentEvidenceSummary": "GitHub Copilot was tested in scenario \"Inline edits, small component changes, and review assistance in a TypeScript frontend.\" and last verified on 2026-05-14. Use the human review, agent JSON verdict, and compare view before trusting the recommendation."
  },
  "freshness": {
    "lastTestedAt": "2026-05-06",
    "lastVerifiedAt": "2026-05-14",
    "staleAfterDays": 90,
    "scoreDiffLog": [
      "2026-05-14: positioned as enterprise coding baseline"
    ],
    "changelogPulse": "Track GitHub-native agent and workspace features as they mature."
  },
  "agent": {
    "skillText": "Use GitHub Copilot when a human developer is staying in an IDE and needs low-friction code assistance in a GitHub-centered team. Avoid it when the task requires a fully autonomous terminal agent.",
    "manifestSnippet": {
      "name": "github-copilot",
      "useWhen": [
        "enterprise rollout",
        "inline completion",
        "GitHub-centered coding"
      ],
      "avoidWhen": [
        "autonomous terminal execution",
        "task-ranked agent selection",
        "non-GitHub core workflows"
      ],
      "requiredContext": [
        "repository",
        "IDE",
        "GitHub organization policy"
      ],
      "confidence": "medium"
    },
    "safeUseNotes": [
      "Keep normal code review requirements",
      "Use organization policy controls for sensitive repos"
    ]
  }
}