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    "id": "unleash-docs-1",
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    "url": "https://docs.getunleash.io/get-started/quickstart.md",
    "excerpt": "Create your first feature flag** using the Unleash Admin UI. **Connect Unleash to your application** by integrating an SDK into your codebase.",
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  },
  {
    "id": "unleash-docs-2",
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    "url": "https://docs.getunleash.io/guides/gradual-rollout.md",
    "excerpt": "A **gradual rollout** is a controlled release strategy where a new feature is first released to a small subset of users.",
    "fetchedAt": "2026-09-05T04:41:03.944Z"
  },
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    "id": "unleash-docs-3",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/guides/how-to-schedule-feature-releases.md",
    "excerpt": "to release a feature at a specific date and time** (for a product launch, for instance)",
    "fetchedAt": "2026-09-05T04:41:03.944Z"
  },
  {
    "id": "unleash-docs-4",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/deploy/getting-started.md",
    "excerpt": "This guide helps you set up Unleash Open Source or Unleash Enterprise in your own environment using Docker.",
    "fetchedAt": "2026-09-05T04:41:03.944Z"
  },
  {
    "id": "unleash-docs-5",
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    "url": "https://docs.getunleash.io/unleash-edge.md",
    "excerpt": "functioning as a read replica that can handle thousands of connected SDKs without increasing the read load on your primary Unleash instance",
    "fetchedAt": "2026-09-05T04:41:03.944Z"
  },
  {
    "id": "unleash-docs-6",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/api/admin-api-overview.md",
    "excerpt": "The Admin API provides comprehensive programmatic access to all Unleash resources.",
    "fetchedAt": "2026-09-05T04:41:03.944Z"
  },
  {
    "id": "unleash-docs-7",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/integrate/mcp.md",
    "excerpt": "This server enables LLM-powered coding assistants to create and manage feature flags following Unleash best practices.",
    "fetchedAt": "2026-09-05T04:41:03.944Z"
  },
  {
    "id": "unleash-docs-8",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/concepts/strategy-variants.md",
    "excerpt": "Variants let you expose different versions of a feature to users, for example, as part of A/B and multivariate testing.",
    "fetchedAt": "2026-09-05T04:41:03.944Z"
  },
  {
    "id": "unleash-docs-9",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/concepts/segments.md",
    "excerpt": "A segment is a reusable collection of strategy constraints.",
    "fetchedAt": "2026-09-05T04:41:03.944Z"
  },
  {
    "id": "unleash-docs-10",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/concepts/environments.md",
    "excerpt": "Environments represent different stages in your development lifecycle. They allow you to manage your product releases from local development to production.",
    "fetchedAt": "2026-09-05T04:41:03.944Z"
  },
  {
    "id": "unleash-docs-11",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/concepts/change-requests.md",
    "excerpt": "Change requests allow you to require an additional approval step before any changes can be made in an environment.",
    "fetchedAt": "2026-09-05T04:41:03.944Z"
  },
  {
    "id": "unleash-docs-12",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/concepts/rbac.md",
    "excerpt": "Unleash implements role-based access control on two levels",
    "fetchedAt": "2026-09-05T04:41:03.944Z"
  },
  {
    "id": "unleash-docs-13",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/concepts/release-management-overview.md",
    "excerpt": "Release management in Unleash helps you standardize, automate and safeguard your feature rollouts.",
    "fetchedAt": "2026-09-05T04:41:03.944Z"
  },
  {
    "id": "unleash-docs-14",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/concepts/impact-metrics.md",
    "excerpt": "Progress from 25% to 50% only if error rates stay below a threshold.",
    "fetchedAt": "2026-09-05T04:41:03.944Z"
  },
  {
    "id": "unleash-docs-15",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/concepts/api-tokens-and-client-keys.md",
    "excerpt": "Backend tokens are scoped to one or more projects and a single environment.",
    "fetchedAt": "2026-09-05T04:41:03.944Z"
  },
  {
    "id": "unleash-gh-1",
    "tier": "github",
    "url": "https://github.com/Unleash/unleash",
    "excerpt": "Feature flags in Unleash let you test your code with real production data, reducing the risk of negatively impacting your users' experience.",
    "fetchedAt": "2026-09-05T04:41:03.944Z"
  },
  {
    "id": "unleash-docs-16",
    "tier": "claimed-docs",
    "url": "https://www.getunleash.io/pricing",
    "excerpt": "Export/import feature flags for easy migration",
    "fetchedAt": "2026-09-05T04:41:03.944Z"
  },
  {
    "id": "unleash-docs-17",
    "tier": "claimed-docs",
    "url": "https://www.getunleash.io/pricing",
    "excerpt": "Custom activation strategies and targeting",
    "fetchedAt": "2026-09-05T04:41:03.944Z"
  },
  {
    "id": "unleash-docs-18",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/concepts/activation-strategies.md",
    "excerpt": "They allow you to enable and disable features for certain users without having to redeploy your application.",
    "fetchedAt": "2026-09-05T04:42:28.037Z"
  },
  {
    "id": "unleash-docs-19",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/guides/gradual-rollout.md",
    "excerpt": "A gradual rollout is a controlled release strategy where a new feature is first released to a small subset of users.",
    "fetchedAt": "2026-09-05T04:42:28.037Z"
  },
  {
    "id": "unleash-docs-20",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/guides/how-to-schedule-feature-releases.md",
    "excerpt": "to release a feature at a specific date and time (for a product launch, for instance)",
    "fetchedAt": "2026-09-05T04:42:28.037Z"
  },
  {
    "id": "unleash-docs-21",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/concepts/environments.md",
    "excerpt": "This allows you to enable a flag in development or test without enabling it in production.",
    "fetchedAt": "2026-09-05T04:42:28.037Z"
  },
  {
    "id": "unleash-docs-22",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/concepts/impact-metrics.md",
    "excerpt": "Automate milestone progression or trigger safeguards that pause rollouts or disable environments when metrics cross a threshold.",
    "fetchedAt": "2026-09-05T04:42:28.037Z"
  },
  {
    "id": "unleash-docs-23",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/concepts/api-tokens-and-client-keys.md",
    "excerpt": "Unleash uses API keys to facilitate communication between consuming clients such as SDKs, Unleash Edge, or other tools and automation.",
    "fetchedAt": "2026-09-05T04:42:28.037Z"
  },
  {
    "id": "unleash-docs-24",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/get-started/quickstart.md",
    "excerpt": "use one of the client or backend SDKs to connect Unleash with your application",
    "fetchedAt": "2026-09-05T04:42:28.037Z"
  },
  {
    "id": "unleash-docs-25",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/get-started/quickstart.md",
    "excerpt": "Create your first feature flag using the Unleash Admin UI. Connect Unleash to your application by integrating an SDK into your codebase.",
    "fetchedAt": "2026-09-05T04:43:52.222Z"
  },
  {
    "id": "unleash-docs-26",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/concepts/api-tokens-and-client-keys.md",
    "excerpt": "Frontend tokens are not considered secret and are safe to expose client-side.",
    "fetchedAt": "2026-09-05T04:43:52.222Z"
  },
  {
    "id": "unleash-gh-2",
    "tier": "github",
    "url": "https://github.com/Unleash/unleash",
    "excerpt": "It also enables your team to work on multiple features simultaneously without the need for separate feature branches.",
    "fetchedAt": "2026-09-05T04:43:52.222Z"
  },
  {
    "id": "unleash-docs-27",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/get-started/quickstart.md",
    "excerpt": "Create your first feature flag using the Unleash Admin UI.",
    "fetchedAt": "2026-09-05T04:45:19.868Z"
  },
  {
    "id": "unleash-gh-3",
    "tier": "github",
    "url": "https://github.com/Unleash/unleash",
    "excerpt": "This gives you access to a hosted instance with unlimited projects and environments and features such as role-based access control, change requests, single sign-on, and SCIM",
    "fetchedAt": "2026-09-05T04:45:19.868Z"
  },
  {
    "id": "unleash-docs-28",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/unleash-edge.md",
    "excerpt": "Unleash Enterprise Edge is a lightweight caching layer designed to improve scalability, performance, and resilience.",
    "fetchedAt": "2026-09-05T04:46:33.495Z"
  },
  {
    "id": "unleash-docs-29",
    "tier": "claimed-docs",
    "url": "https://docs.getunleash.io/concepts/impact-metrics.md",
    "excerpt": "Pause automatically when request latency increases during a rollout.",
    "fetchedAt": "2026-09-05T04:46:33.495Z"
  },
  {
    "id": "unleash-docs-30",
    "tier": "claimed-docs",
    "url": "https://www.getunleash.io/pricing",
    "excerpt": "Single Sign-On (SSO) with SAML 2.0 or OpenID Connect (Azure AD, Okta)",
    "fetchedAt": "2026-09-05T04:46:33.495Z"
  },
  {
    "id": "unleash-comm-1",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/37611136",
    "excerpt": "Many open source solutions (Unleash, last I checked, some time ago) are more limited: some of th[e]... [compared to LaunchDarkly's more flexible rule system for evaluating feature flags]",
    "fetchedAt": "2026-09-05T04:47:56.998Z"
  },
  {
    "id": "unleash-probe-1",
    "tier": "probe",
    "url": "https://docs.getunleash.io/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 200 at https://docs.getunleash.io/llms.txt # Unleash Documentation\n\n## Instructions for AI Agents\n\n- For clean Markdown of any page, append `.md` to the page URL\n-",
    "fetchedAt": "2026-09-05T04:48:16.753Z"
  },
  {
    "id": "unleash-probe-2",
    "tier": "probe",
    "url": "https://docs.getunleash.io/integrate/mcp",
    "excerpt": "official MCP server documented at https://docs.getunleash.io/integrate/mcp",
    "fetchedAt": "2026-09-05T04:48:16.753Z"
  },
  {
    "id": "unleash-probe-rt-1",
    "tier": "probe",
    "url": "https://docs.getunleash.io/deploy/getting-started.md",
    "excerpt": "PROBE runtime (recorded 2026-09-05): full KEYLESS self-host roundtrip on this machine \u2014 the official unleashorg/unleash-server docker image booted against postgres with INIT admin/client tokens, a release flag `pa-probe-flag` was created via the Admin API, a default strategy was attached and the flag enabled in development, and the Client API returned {\"name\":\"pa-probe-flag\",\"type\":\"release\",\"enabled\":true,...} \u2014 a real flag create-and-evaluate loop with no account or license.",
    "fetchedAt": "2026-09-05T05:02:16.000Z"
  },
  {
    "id": "unleash-probe-rt-2",
    "tier": "probe",
    "url": "https://docs.getunleash.io/integrate/mcp.md",
    "excerpt": "PROBE runtime (recorded 2026-09-05): the docs MCP endpoint https://docs.getunleash.io/_mcp/server completed a FULL keyless initialize handshake (serverInfo fern-docs-mcp-server) \u2014 Unleash's documentation is directly agent-reachable over MCP; the flag-management MCP server (npm @unleash/mcp) is a separate local server that requires an Unleash base URL and PAT at startup.",
    "fetchedAt": "2026-09-05T05:02:16.000Z"
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]