[
  {
    "id": "flagsmith-gh-1",
    "tier": "github",
    "url": "https://github.com/Flagsmith/flagsmith",
    "excerpt": "Make changes remotely: Easily toggle individual features on and off, and make changes without deploying new code",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-gh-2",
    "tier": "github",
    "url": "https://github.com/Flagsmith/flagsmith",
    "excerpt": "Just wrap a section of code with a flag, and then use Flagsmith to toggle that feature on or off for different environments, users or user segments.",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-1",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/flagsmith-concepts/targeting-and-rollouts/",
    "excerpt": "Target features to users with specific traits (such as geography, subscription level, device type, or application version).",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-2",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/flagsmith-concepts/targeting-and-rollouts/",
    "excerpt": "Gradually enable a feature for a percentage of users, either globally or within a segment.",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-3",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/flagsmith-concepts/targeting-and-rollouts/",
    "excerpt": "Override feature flags for individual users (\"identities\"). Enables internal testing, QA, customer support, or personalised experiences at the user level.",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-4",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/managing-flags/core-management",
    "excerpt": "Multivariate flags let you define multiple variants with percentage weightings (A/B/n).",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-5",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/managing-flags/scheduled-flags",
    "excerpt": "Scheduled flags allow you to queue and automatically apply changes to feature flags at a specified future time, eliminating the need for manual intervention at the exact moment of change.",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-6",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/managing-flags/release-pipeline",
    "excerpt": "Define stages that your flags progress through automatically, with triggers and actions that control rollouts to selected environments and audiences.",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-7",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/experimentation/",
    "excerpt": "serve variations of a feature with a multivariate flag, collect events from your application into a managed data warehouse, and read the results with a built-in Bayesian statistics engine.",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-8",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/administration-and-security/governance-and-compliance/audit-logs",
    "excerpt": "Every action taken within the Flagsmith administration application is tracked and logged. This allows you to easily retrace the events and values that flags, identities and segments have taken over time.",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-9",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/administration-and-security/governance-and-compliance/audit-logs",
    "excerpt": "You can stream your Audit Logs into your own infrastructure using Audit Log Webhooks.",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-10",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/administration-and-security/governance-and-compliance/change-requests",
    "excerpt": "Feature Change Requests help creating a four-eyes workflow (create, approve, publish) to updating feature flags, similarly to Pull Requests in GitHub.",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-11",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/administration-and-security/access-control/rbac",
    "excerpt": "Role-based access control (RBAC) provides fine-grained access management of Flagsmith resources.",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-12",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/deployment-self-hosting/",
    "excerpt": "Self-hosting Flagsmith allows you to run the complete Flagsmith platform within your own infrastructure, giving you full control over your data, security policies, and deployment environment.",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-13",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/deployment-self-hosting/hosting-guides/docker",
    "excerpt": "You can use Docker to set up an entire Flagsmith Feature Flag environment locally",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-14",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/performance/edge-proxy",
    "excerpt": "The Flagsmith Edge Proxy is a service that you host yourself, that allows you to run an instance of the Flagsmith Engine close to your servers.",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-15",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/integrating-with-flagsmith/flagsmith-api-overview/",
    "excerpt": "Authentication: Uses a public, non-secret Environment Key. Security: Open by design. The Environment Key can be exposed in client-side code.",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-16",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/integrating-with-flagsmith/flagsmith-api-overview/",
    "excerpt": "Purpose: Creating, updating, and deleting projects, environments, flags, segments, and users.",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-17",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/integrating-with-flagsmith/mcp-server",
    "excerpt": "The Flagsmith MCP Server gives AI assistants and agents programmatic access to the Flagsmith Admin API through the Model Context Protocol",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-18",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/integrating-with-flagsmith/CLI",
    "excerpt": "The Flagsmith CLI lets you manage flags, segments, features, projects and environments from your terminal, and evaluate flags the way an SDK would.",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-19",
    "tier": "claimed-docs",
    "url": "https://www.flagsmith.com/pricing",
    "excerpt": "SAML/SSO Authentication",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-20",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/managing-flags/core-management",
    "excerpt": "Enter a descriptive name for your flag (e.g., new_ui_enabled). Fill in the available fields according to the specifications of your feature.",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-21",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/managing-flags/rollout/rollout-by-percentage",
    "excerpt": "Add a rule defined with the % Split condition. Specify a value between 1 and 100 to define what percentage of your user base is included within this segment.",
    "fetchedAt": "2026-09-05T04:40:49.753Z"
  },
  {
    "id": "flagsmith-docs-22",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com",
    "excerpt": "Manage feature flags and remote config across web, mobile, and server-side apps.",
    "fetchedAt": "2026-09-05T04:42:14.850Z"
  },
  {
    "id": "flagsmith-gh-3",
    "tier": "github",
    "url": "https://github.com/Flagsmith/flagsmith",
    "excerpt": "Easily toggle individual features on and off, and make changes without deploying new code",
    "fetchedAt": "2026-09-05T04:42:14.850Z"
  },
  {
    "id": "flagsmith-docs-23",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/managing-flags/rollout/rollout-by-percentage",
    "excerpt": "Add a rule defined with the **% Split** condition. Specify a value between 1 and 100 to define what percentage of your user base is included within this segment.",
    "fetchedAt": "2026-09-05T04:42:14.850Z"
  },
  {
    "id": "flagsmith-docs-24",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/managing-flags/scheduled-flags",
    "excerpt": "Scheduled flags allow you to queue and automatically apply changes to feature flags at a specified future time",
    "fetchedAt": "2026-09-05T04:42:14.850Z"
  },
  {
    "id": "flagsmith-docs-25",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/experimentation/",
    "excerpt": "read the results with a built-in Bayesian statistics engine",
    "fetchedAt": "2026-09-05T04:42:14.850Z"
  },
  {
    "id": "flagsmith-docs-26",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/administration-and-security/access-control/rbac",
    "excerpt": "Only allow certain users to modify your production environments.",
    "fetchedAt": "2026-09-05T04:42:14.850Z"
  },
  {
    "id": "flagsmith-docs-27",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/deployment-self-hosting/hosting-guides/docker",
    "excerpt": "You can use Docker to set up an entire [Flagsmith Feature Flag](https://www.flagsmith.com) environment locally",
    "fetchedAt": "2026-09-05T04:42:14.850Z"
  },
  {
    "id": "flagsmith-docs-28",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/performance/edge-proxy",
    "excerpt": "Run the Edge Proxy within in your own infrastructure and connect to it from your server-side SDKs",
    "fetchedAt": "2026-09-05T04:42:14.850Z"
  },
  {
    "id": "flagsmith-docs-29",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/integrating-with-flagsmith/mcp-server",
    "excerpt": "The Flagsmith MCP Server gives AI assistants and agents programmatic access to the Flagsmith Admin API",
    "fetchedAt": "2026-09-05T04:42:14.850Z"
  },
  {
    "id": "flagsmith-docs-30",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/integrating-with-flagsmith/flagsmith-api-overview/",
    "excerpt": "Anything you can do in the Flagsmith dashboard, you can also do via the Admin API.",
    "fetchedAt": "2026-09-05T04:42:14.850Z"
  },
  {
    "id": "flagsmith-docs-31",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/managing-flags/core-management",
    "excerpt": "Go to the **Features** section in your dashboard. Click **Create Feature**.",
    "fetchedAt": "2026-09-05T04:43:39.336Z"
  },
  {
    "id": "flagsmith-docs-32",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/flagsmith-concepts/targeting-and-rollouts/",
    "excerpt": "Define **segments**\u2014groups of users matching rules based on traits (e.g., location, plan, app version, usage).",
    "fetchedAt": "2026-09-05T04:43:39.336Z"
  },
  {
    "id": "flagsmith-docs-33",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/managing-flags/rollout/rollout-by-percentage",
    "excerpt": "Rollouts by percentage (also known as staged feature rollouts) allow you to test a new feature with a small subset of your user base.",
    "fetchedAt": "2026-09-05T04:43:39.336Z"
  },
  {
    "id": "flagsmith-docs-34",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/managing-flags/release-pipeline",
    "excerpt": "Release Pipelines can automatically generate change requests when promoting flags to production, eliminating manual effort and streamlining your deployment workflow.",
    "fetchedAt": "2026-09-05T04:43:39.336Z"
  },
  {
    "id": "flagsmith-docs-35",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/experimentation/",
    "excerpt": "collect events from your application into a managed data warehouse, and read the results with a built-in Bayesian statistics engine.",
    "fetchedAt": "2026-09-05T04:43:39.336Z"
  },
  {
    "id": "flagsmith-gh-4",
    "tier": "github",
    "url": "https://github.com/Flagsmith/flagsmith",
    "excerpt": "Choose from 15+ popular languages like Typescript, .NET, Java, and more. Integrate with any framework, including React, Next.js, and more",
    "fetchedAt": "2026-09-05T04:45:05.026Z"
  },
  {
    "id": "flagsmith-docs-36",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/flagsmith-concepts/targeting-and-rollouts/",
    "excerpt": "Define segments\u2014groups of users matching rules based on traits (e.g., location, plan, app version, usage). Override feature flags for all users in a segment.",
    "fetchedAt": "2026-09-05T04:45:05.026Z"
  },
  {
    "id": "flagsmith-docs-37",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/managing-flags/release-pipeline",
    "excerpt": "Release Pipelines act as your intelligent release assistant, automating your entire feature flag deployment process.",
    "fetchedAt": "2026-09-05T04:45:05.026Z"
  },
  {
    "id": "flagsmith-docs-38",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/experimentation/",
    "excerpt": "Flagsmith Experimentation lets you run A/B tests end to end on the platform: serve variations of a feature with a multivariate flag, collect events from your application into a managed data warehouse, and read the results with a built-in Bayesian statistics engine.",
    "fetchedAt": "2026-09-05T04:45:05.026Z"
  },
  {
    "id": "flagsmith-docs-39",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/administration-and-security/governance-and-compliance/audit-logs",
    "excerpt": "Every action taken within the Flagsmith administration application is tracked and logged.",
    "fetchedAt": "2026-09-05T04:45:05.026Z"
  },
  {
    "id": "flagsmith-docs-40",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/integrating-with-flagsmith/flagsmith-api-overview/",
    "excerpt": "This is the API you use to programmatically manage your Flagsmith projects. Anything you can do in the Flagsmith dashboard, you can also do via the Admin API.",
    "fetchedAt": "2026-09-05T04:45:05.026Z"
  },
  {
    "id": "flagsmith-docs-41",
    "tier": "claimed-docs",
    "url": "https://www.flagsmith.com/pricing",
    "excerpt": "Two-Factor Authentication (2FA)",
    "fetchedAt": "2026-09-05T04:45:05.026Z"
  },
  {
    "id": "flagsmith-docs-42",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/flagsmith-concepts/targeting-and-rollouts/",
    "excerpt": "Override feature flags for individual users (\"identities\").",
    "fetchedAt": "2026-09-05T04:46:19.368Z"
  },
  {
    "id": "flagsmith-docs-43",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/managing-flags/core-management",
    "excerpt": "add `protected` to prevent them from accidentally being deleted",
    "fetchedAt": "2026-09-05T04:46:19.368Z"
  },
  {
    "id": "flagsmith-docs-44",
    "tier": "claimed-docs",
    "url": "https://docs.flagsmith.com/managing-flags/core-management",
    "excerpt": "**Server-side only**: enabling this prevents your flag from being accessed by client-side SDKs.",
    "fetchedAt": "2026-09-05T04:46:19.368Z"
  },
  {
    "id": "flagsmith-comm-1",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/37611136",
    "excerpt": "I would have thought so [flags evaluated in-memory locally]. But flagsmith apparently does primarily server-side eval. And even OpenFeature has flagd, which I guess is a sidecar, so a sort of hybrid approach.",
    "fetchedAt": "2026-09-05T04:47:39.114Z"
  },
  {
    "id": "flagsmith-probe-1",
    "tier": "probe",
    "url": "https://docs.flagsmith.com/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 404 at https://docs.flagsmith.com/llms.txt",
    "fetchedAt": "2026-09-05T04:48:14.448Z"
  },
  {
    "id": "flagsmith-probe-2",
    "tier": "probe",
    "url": "https://docs.flagsmith.com/openapi.json",
    "excerpt": "PROBE openapi: all candidate paths 404 (https://docs.flagsmith.com/openapi.json, https://docs.flagsmith.com/swagger.json, https://docs.flagsmith.com/api/openapi.json, https://docs.flagsmith.com/.well-known/openapi.json)",
    "fetchedAt": "2026-09-05T04:48:14.448Z"
  },
  {
    "id": "flagsmith-probe-3",
    "tier": "probe",
    "url": "https://docs.flagsmith.com/integrating-with-flagsmith/mcp-server",
    "excerpt": "official MCP server documented at https://docs.flagsmith.com/integrating-with-flagsmith/mcp-server",
    "fetchedAt": "2026-09-05T04:48:14.448Z"
  },
  {
    "id": "flagsmith-probe-4",
    "tier": "probe",
    "url": "https://docs.flagsmith.com/integrating-with-flagsmith/CLI",
    "excerpt": "official CLI documented at https://docs.flagsmith.com/integrating-with-flagsmith/CLI",
    "fetchedAt": "2026-09-05T04:48:14.448Z"
  },
  {
    "id": "flagsmith-probe-rt-1",
    "tier": "probe",
    "url": "https://docs.flagsmith.com/integrating-with-flagsmith/mcp-server",
    "excerpt": "PROBE runtime (recorded 2026-09-05): keyless JSON-RPC initialize POST to the documented hosted MCP server https://mcp.flagsmith.com returned HTTP 401 \u2014 the remote MCP surface for managing flags, segments, and release workflows is live and key-gated.",
    "fetchedAt": "2026-09-05T05:02:16.000Z"
  },
  {
    "id": "flagsmith-probe-rt-2",
    "tier": "probe",
    "url": "https://docs.flagsmith.com/deployment-self-hosting/hosting-guides/docker",
    "excerpt": "PROBE runtime (recorded 2026-09-05): full KEYLESS self-host roundtrip on this machine \u2014 the official flagsmith/flagsmith unified docker image booted against postgres, the first user was registered via the API, org \u2192 project \u2192 environment were created, a flag `pa_probe_flag` (default enabled) was created, and GET /api/v1/flags/ with only the environment's client-side key returned it with \"enabled\":true \u2014 a real flag create-and-evaluate loop with no account or license.",
    "fetchedAt": "2026-09-05T05:02:16.000Z"
  }
]