GitHub & Engineering

{
  "signal_id": "a1b2c3d4-e5f6-7890-abcd-ef1234567890",
  "signal_type": "github-initiative",
  "signal_subtype": "githubAIMLInvestment",
  "detected_at": "2026-01-06T14:22:31.123456Z",
  "batch_id": "gh-20260106-abc123",
  "association": "company",
  "company": {
    "name": "Stripe",
    "domain": "stripe.com",
    "linkedin_url": null,
    "industries": ["Financial Services", "Technology"],
    "description": "Stripe is a financial infrastructure platform for the internet. Millions of businesses use Stripe to accept payments, send payouts, and manage their businesses online."
  },
  "data": {
    "summary": "Stripe launches AI agent toolkit for payments",
    "detail": "The stripe-agent-toolkit repository has grown 42% in 30 days with 1,184 stars, enabling developers to build AI agents that interact with Stripe APIs. This signals Stripe is betting heavily on AI-assisted payment experiences.",
    "relevance": 0.83,
    "confidence": "high",
    "sentiment": "positive",
    "referenced_repos": ["stripe-agent-toolkit"],
    "technologies_mentioned": ["Python", "LLM", "AI Agents", "Payments API"],
    "portfolio_metrics": {
      "repository_count": 40,
      "growth": {
        "stars_pct": {
          "30d": 0.08,
          "60d": 0.13,
          "180d": 0.31
        },
        "forks_pct": {
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          "60d": 0.11,
          "180d": 0.29
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      },
      "velocity": {
        "avg_stars_per_repo_30d": 34.2
      },
      "concentration": {
        "top_3_star_share": 0.47
      }
    },
    "top_repositories": [
      {
        "name": "stripe-agent-toolkit",
        "full_name": "stripe/stripe-agent-toolkit",
        "url": "https://github.com/stripe/stripe-agent-toolkit",
        "description": "Python toolkit for building Stripe AI agents",
        "first_seen_at": "2024-11-11T17:13:41Z",
        "current": {
          "stars": 1184,
          "forks": 181,
          "watchers": 1184
        },
        "growth_pct": {
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          "forks": { "30d": 0.31, "60d": 0.52, "180d": null }
        },
        "readme": {
          "text": "Build AI-powered payment experiences with LLM agents. The Stripe Agent Toolkit enables you to integrate Stripe APIs into your AI applications...",
          "source_url": "https://raw.githubusercontent.com/stripe/stripe-agent-toolkit/main/README.md"
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        "name": "stripe-python",
        "full_name": "stripe/stripe-python",
        "url": "https://github.com/stripe/stripe-python",
        "description": "Python library for the Stripe API",
        "first_seen_at": "2011-06-25T19:53:04Z",
        "current": {
          "stars": 1931,
          "forks": 478,
          "watchers": 1931
        },
        "growth_pct": {
          "stars": { "30d": 0.04, "60d": 0.07, "180d": 0.12 },
          "forks": { "30d": 0.02, "60d": 0.05, "180d": 0.09 }
        },
        "readme": {
          "text": "The Stripe Python library provides convenient access to the Stripe API from applications written in the Python language...",
          "source_url": "https://raw.githubusercontent.com/stripe/stripe-python/master/README.md"
        }
      },
      {
        "name": "stripe-node",
        "full_name": "stripe/stripe-node",
        "url": "https://github.com/stripe/stripe-node",
        "description": "Node.js library for the Stripe API",
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        "current": {
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          "watchers": 3842
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          "forks": { "30d": 0.02, "60d": 0.04, "180d": 0.08 }
        },
        "readme": {
          "text": "The Stripe Node library provides convenient access to the Stripe API from applications written in server-side JavaScript...",
          "source_url": "https://raw.githubusercontent.com/stripe/stripe-node/master/README.md"
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    ]
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}