{
  "schema_version": "1.0.0",
  "verification_stage_contract": "bounded-workflow-v2",
  "generated_at": "2026-08-13T20:20:15Z",
  "build_id": "rr-20260813T202015Z-50afa6e387dd",
  "entity_id": "gh:browserbase/stagehand",
  "points": [
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23539,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "stagehand-server-v3/v3.7.3",
      "last_release_at": "2026-07-16T16:32:55Z",
      "last_release_url": "https://github.com/browserbase/stagehand/releases/tag/stagehand-server-v3/v3.7.3",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_439c07c55cc6f918131d73a4",
        "version": "obs_a716e08255a8076d23b1cc09",
        "last_release_at": "obs_2de2c8f6aca4c7d07503845f",
        "last_release_url": "obs_b881ec489cd0aa7787787765",
        "pushed_at": "obs_d354f221bb39d2319640473d",
        "archived": "obs_cfc3884c6c0bcb37217a2d5d",
        "default_branch": "obs_b44d1327a917abb35d677980",
        "default_branch_updated_at": "obs_7797d28de6bdaf803cf9a4b9",
        "maintenance_status": "obs_61466b3a96deb4289316e56f",
        "momentum": "obs_7a2ab3f4ee7574eb4a154f81",
        "repository_topics": "obs_6dcfe5317e5eaaf4bf51f58e",
        "integrations": "obs_24bb0d330908a9d8794b706f",
        "integration_fingerprint": "obs_018c907cad8f7674d1311f07",
        "deployment_models": "obs_f3c47c008b7ea93f2d935a7e",
        "extensibility": "obs_b71c98e65d96fe9cb59a7426"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-17",
      "source_build_id": "rr-20260717T230624Z-c4dcc64d2e27"
    },
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23539,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "stagehand-server-v3/v3.7.3",
      "last_release_at": "2026-07-16T16:32:55Z",
      "last_release_url": "https://github.com/browserbase/stagehand/releases/tag/stagehand-server-v3/v3.7.3",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_439c07c55cc6f918131d73a4",
        "version": "obs_a716e08255a8076d23b1cc09",
        "last_release_at": "obs_2de2c8f6aca4c7d07503845f",
        "last_release_url": "obs_b881ec489cd0aa7787787765",
        "pushed_at": "obs_d354f221bb39d2319640473d",
        "archived": "obs_cfc3884c6c0bcb37217a2d5d",
        "default_branch": "obs_b44d1327a917abb35d677980",
        "default_branch_updated_at": "obs_7797d28de6bdaf803cf9a4b9",
        "maintenance_status": "obs_61466b3a96deb4289316e56f",
        "momentum": "obs_7a2ab3f4ee7574eb4a154f81",
        "repository_topics": "obs_6dcfe5317e5eaaf4bf51f58e",
        "integrations": "obs_24bb0d330908a9d8794b706f",
        "integration_fingerprint": "obs_018c907cad8f7674d1311f07",
        "deployment_models": "obs_f3c47c008b7ea93f2d935a7e",
        "extensibility": "obs_b71c98e65d96fe9cb59a7426"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-18",
      "source_build_id": "rr-20260718T230804Z-723e093c9536"
    },
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23539,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "stagehand-server-v3/v3.7.3",
      "last_release_at": "2026-07-16T16:32:55Z",
      "last_release_url": "https://github.com/browserbase/stagehand/releases/tag/stagehand-server-v3/v3.7.3",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_439c07c55cc6f918131d73a4",
        "version": "obs_a716e08255a8076d23b1cc09",
        "last_release_at": "obs_2de2c8f6aca4c7d07503845f",
        "last_release_url": "obs_b881ec489cd0aa7787787765",
        "pushed_at": "obs_d354f221bb39d2319640473d",
        "archived": "obs_cfc3884c6c0bcb37217a2d5d",
        "default_branch": "obs_b44d1327a917abb35d677980",
        "default_branch_updated_at": "obs_7797d28de6bdaf803cf9a4b9",
        "maintenance_status": "obs_61466b3a96deb4289316e56f",
        "momentum": "obs_7a2ab3f4ee7574eb4a154f81",
        "repository_topics": "obs_6dcfe5317e5eaaf4bf51f58e",
        "integrations": "obs_24bb0d330908a9d8794b706f",
        "integration_fingerprint": "obs_018c907cad8f7674d1311f07",
        "deployment_models": "obs_f3c47c008b7ea93f2d935a7e",
        "extensibility": "obs_b71c98e65d96fe9cb59a7426"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-19",
      "source_build_id": "rr-20260719T100820Z-9f68f20831d6"
    },
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23539,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "stagehand-server-v3/v3.7.3",
      "last_release_at": "2026-07-16T16:32:55Z",
      "last_release_url": "https://github.com/browserbase/stagehand/releases/tag/stagehand-server-v3/v3.7.3",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_439c07c55cc6f918131d73a4",
        "version": "obs_a716e08255a8076d23b1cc09",
        "last_release_at": "obs_2de2c8f6aca4c7d07503845f",
        "last_release_url": "obs_b881ec489cd0aa7787787765",
        "pushed_at": "obs_d354f221bb39d2319640473d",
        "archived": "obs_cfc3884c6c0bcb37217a2d5d",
        "default_branch": "obs_b44d1327a917abb35d677980",
        "default_branch_updated_at": "obs_7797d28de6bdaf803cf9a4b9",
        "maintenance_status": "obs_61466b3a96deb4289316e56f",
        "momentum": "obs_7a2ab3f4ee7574eb4a154f81",
        "repository_topics": "obs_6dcfe5317e5eaaf4bf51f58e",
        "integrations": "obs_24bb0d330908a9d8794b706f",
        "integration_fingerprint": "obs_018c907cad8f7674d1311f07",
        "deployment_models": "obs_f3c47c008b7ea93f2d935a7e",
        "extensibility": "obs_b71c98e65d96fe9cb59a7426"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-20",
      "source_build_id": "rr-20260720T231958Z-538b95791e5c"
    },
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23539,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "stagehand-server-v3/v3.7.3",
      "last_release_at": "2026-07-16T16:32:55Z",
      "last_release_url": "https://github.com/browserbase/stagehand/releases/tag/stagehand-server-v3/v3.7.3",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_439c07c55cc6f918131d73a4",
        "version": "obs_a716e08255a8076d23b1cc09",
        "last_release_at": "obs_2de2c8f6aca4c7d07503845f",
        "last_release_url": "obs_b881ec489cd0aa7787787765",
        "pushed_at": "obs_d354f221bb39d2319640473d",
        "archived": "obs_cfc3884c6c0bcb37217a2d5d",
        "default_branch": "obs_b44d1327a917abb35d677980",
        "default_branch_updated_at": "obs_7797d28de6bdaf803cf9a4b9",
        "maintenance_status": "obs_61466b3a96deb4289316e56f",
        "momentum": "obs_7a2ab3f4ee7574eb4a154f81",
        "repository_topics": "obs_6dcfe5317e5eaaf4bf51f58e",
        "integrations": "obs_24bb0d330908a9d8794b706f",
        "integration_fingerprint": "obs_018c907cad8f7674d1311f07",
        "deployment_models": "obs_f3c47c008b7ea93f2d935a7e",
        "extensibility": "obs_b71c98e65d96fe9cb59a7426"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-21",
      "source_build_id": "rr-20260721T100926Z-12d26cd1d0f0"
    },
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23656,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "stagehand-server-v3/v3.7.4",
      "last_release_at": "2026-07-21T23:42:25Z",
      "last_release_url": "https://github.com/browserbase/stagehand/releases/tag/stagehand-server-v3/v3.7.4",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-28T10:17:34.274766Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_a9d110cccdf01a24c5929670",
        "version": "obs_a9546f4161afd7001cd49205",
        "last_release_at": "obs_1adcd382c77f26134c81ef7e",
        "last_release_url": "obs_5e550726718a278293edfd56",
        "pushed_at": "obs_de437eafd11436b2e8622279",
        "archived": "obs_f39b299b4f2e9c625c807ae4",
        "default_branch": "obs_8a39e8ac91150aa797d56440",
        "default_branch_updated_at": "obs_01a5e8d2f9929d20274649eb",
        "maintenance_status": "obs_56a4a20ace26e3190dee112e",
        "momentum": "obs_af319fbb7401bb47f5c207d7",
        "repository_topics": "obs_698b9c23a84a5f1aee0bce4a",
        "integrations": "obs_9933766558aa93d0a190b8a2",
        "integration_fingerprint": "obs_820ba59594799d3d083c9452",
        "deployment_models": "obs_7db366c8935ac528faaf0b56",
        "extensibility": "obs_9adbe05bd1a4ad6532fb8e68"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-28",
      "source_build_id": "rr-20260728T10173427476-cba0cd6243c7"
    },
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23662,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "stagehand-server-v3/v3.7.4",
      "last_release_at": "2026-07-21T23:42:25Z",
      "last_release_url": "https://github.com/browserbase/stagehand/releases/tag/stagehand-server-v3/v3.7.4",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-29T10:17:05.832710Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_16623e630081b8871c70622d",
        "version": "obs_5942cecb0985539a12942d7b",
        "last_release_at": "obs_56ef53ff42824db98f008c66",
        "last_release_url": "obs_9ee477e229d6c87bcedd63bb",
        "pushed_at": "obs_afa6690d1242ac2723633e43",
        "archived": "obs_63886c05ba1c183060401172",
        "default_branch": "obs_aaa8ceb50e4bac291c9bc6d6",
        "default_branch_updated_at": "obs_81c2ab9998e7b56086bdf8a0",
        "maintenance_status": "obs_f8166f8ab48d584c79e8c797",
        "momentum": "obs_c89ac562e83aaeb56f03ae6a",
        "repository_topics": "obs_2fb9c287e057182f76b54a5f",
        "integrations": "obs_629247f757c8c0ef30e73e94",
        "integration_fingerprint": "obs_deae535c3cddce1ceed67949",
        "deployment_models": "obs_f233d88b666aa3bd50d14974",
        "extensibility": "obs_97a187127ca855ead423e4a8"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-29",
      "source_build_id": "rr-20260729T214501Z-7d6d1597a582"
    },
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23680,
      "momentum": 9.1,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict"
      ],
      "date": "2026-07-30",
      "source_build_id": "git-d6c6d356a593"
    },
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23692,
      "momentum": 9.1,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict"
      ],
      "date": "2026-07-31",
      "source_build_id": "git-1f6ab3b153e2"
    },
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23696,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "stagehand-server-v3/v3.7.4",
      "last_release_at": "2026-07-21T23:42:25Z",
      "last_release_url": "https://github.com/browserbase/stagehand/releases/tag/stagehand-server-v3/v3.7.4",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-01T10:17:36.135498Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_3cf671d2bc7eac536e4b9c9d",
        "version": "obs_3998bea8a9936f810a85f57b",
        "last_release_at": "obs_daddc10a757d397b2e087d01",
        "last_release_url": "obs_cae8bd42b4a54629e266b6b8",
        "pushed_at": "obs_eb5a9e445041722c2c468f6e",
        "archived": "obs_b134c45d93fe17557e403d35",
        "default_branch": "obs_52f94f1b7f03ffe2a19d414f",
        "default_branch_updated_at": "obs_5e1e226600824cbf77a9da8a",
        "maintenance_status": "obs_f87799a828a702feba10df76",
        "momentum": "obs_b646a27fd7ad19020ad5ec69",
        "repository_topics": "obs_027c6d7afaf85d70224d7978",
        "integrations": "obs_d08c721f9d2a2f5573b672cd",
        "integration_fingerprint": "obs_bb8beed2e19973180c5cb306",
        "deployment_models": "obs_1dd5c31f81283d6bc50919e8",
        "extensibility": "obs_121c881262c02f4b17f9adec"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-01",
      "source_build_id": "rr-20260801T185703Z-7378313ef26d"
    },
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23708,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "stagehand-server-v3/v3.7.4",
      "last_release_at": "2026-07-21T23:42:25Z",
      "last_release_url": "https://github.com/browserbase/stagehand/releases/tag/stagehand-server-v3/v3.7.4",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-02T10:17:50.427312Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_1c1c690b53a5c53514ff7c94",
        "version": "obs_3ccd5df66199f7b5984fa44d",
        "last_release_at": "obs_fa591eab8af147d7f699a606",
        "last_release_url": "obs_17bb0e8890ea82d212d15d3e",
        "pushed_at": "obs_00133789cdd14668e7cadc3f",
        "archived": "obs_e53b08bc06391c4a46e49e27",
        "default_branch": "obs_3dba6b3cdc961c956bcbd17f",
        "default_branch_updated_at": "obs_c424f0b978fc12f556d89f9d",
        "maintenance_status": "obs_15a856cd79eb61dc67191796",
        "momentum": "obs_da9e77bf6cb319da8c8ac815",
        "repository_topics": "obs_d4f5694efbac49a2aa6c154e",
        "integrations": "obs_5a7a060855e0bd29c53c8eff",
        "integration_fingerprint": "obs_2fe99baadf7104e2f121ca12",
        "deployment_models": "obs_d65417e18beef5d6905df446",
        "extensibility": "obs_e8ed544fd7bfa0288144ca39"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-02",
      "source_build_id": "rr-20260802T223206Z-669bf78d74b9"
    },
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23716,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "stagehand-server-v3/v3.7.4",
      "last_release_at": "2026-07-21T23:42:25Z",
      "last_release_url": "https://github.com/browserbase/stagehand/releases/tag/stagehand-server-v3/v3.7.4",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-03T10:18:05.351909Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_f709ba171f3699bf6bfb4462",
        "version": "obs_85059922fb7e799fff44038d",
        "last_release_at": "obs_1e286b4675dd530f9531bf8f",
        "last_release_url": "obs_921c59554e55b6db9fadf193",
        "pushed_at": "obs_0f3378633a0fdf2db07526e9",
        "archived": "obs_f2f2de3a618c2e4d66982cfa",
        "default_branch": "obs_59da3fe3f9a9e6166f6891b3",
        "default_branch_updated_at": "obs_5396ab502672e01afc9ff2e0",
        "maintenance_status": "obs_58813f4d6890aa14e48d00be",
        "momentum": "obs_9e8030b1fc3d2b16391b6f53",
        "repository_topics": "obs_192321eef46e17ad6a0fbb0d",
        "integrations": "obs_d18e8fd0504b482fa09f264f",
        "integration_fingerprint": "obs_869fbec61b534998a0ed69f1",
        "deployment_models": "obs_06673cd54d7c8dfdb131445a",
        "extensibility": "obs_d84bdec0251c1b7c9853d9ae"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-03",
      "source_build_id": "rr-20260803T185610Z-c07c43675fc7"
    },
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23716,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "stagehand-server-v3/v3.7.4",
      "last_release_at": "2026-07-21T23:42:25Z",
      "last_release_url": "https://github.com/browserbase/stagehand/releases/tag/stagehand-server-v3/v3.7.4",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-03T10:18:05.351909Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_f709ba171f3699bf6bfb4462",
        "version": "obs_85059922fb7e799fff44038d",
        "last_release_at": "obs_1e286b4675dd530f9531bf8f",
        "last_release_url": "obs_921c59554e55b6db9fadf193",
        "pushed_at": "obs_0f3378633a0fdf2db07526e9",
        "archived": "obs_f2f2de3a618c2e4d66982cfa",
        "default_branch": "obs_59da3fe3f9a9e6166f6891b3",
        "default_branch_updated_at": "obs_5396ab502672e01afc9ff2e0",
        "maintenance_status": "obs_58813f4d6890aa14e48d00be",
        "momentum": "obs_9e8030b1fc3d2b16391b6f53",
        "repository_topics": "obs_192321eef46e17ad6a0fbb0d",
        "integrations": "obs_d18e8fd0504b482fa09f264f",
        "integration_fingerprint": "obs_869fbec61b534998a0ed69f1",
        "deployment_models": "obs_06673cd54d7c8dfdb131445a",
        "extensibility": "obs_d84bdec0251c1b7c9853d9ae"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-04",
      "source_build_id": "rr-20260804T022022Z-08b5333b22db"
    },
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23737,
      "momentum": 9.1,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict"
      ],
      "date": "2026-08-05",
      "source_build_id": "git-e1dfd91c94e6"
    },
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23745,
      "momentum": 9.1,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict"
      ],
      "date": "2026-08-06",
      "source_build_id": "git-0d13b053d175"
    },
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23716,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "stagehand-server-v3/v3.7.4",
      "last_release_at": "2026-07-21T23:42:25Z",
      "last_release_url": "https://github.com/browserbase/stagehand/releases/tag/stagehand-server-v3/v3.7.4",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-03T10:18:05.351909Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_f709ba171f3699bf6bfb4462",
        "version": "obs_85059922fb7e799fff44038d",
        "last_release_at": "obs_1e286b4675dd530f9531bf8f",
        "last_release_url": "obs_921c59554e55b6db9fadf193",
        "pushed_at": "obs_0f3378633a0fdf2db07526e9",
        "archived": "obs_f2f2de3a618c2e4d66982cfa",
        "default_branch": "obs_59da3fe3f9a9e6166f6891b3",
        "default_branch_updated_at": "obs_5396ab502672e01afc9ff2e0",
        "maintenance_status": "obs_58813f4d6890aa14e48d00be",
        "momentum": "obs_9e8030b1fc3d2b16391b6f53",
        "repository_topics": "obs_192321eef46e17ad6a0fbb0d",
        "integrations": "obs_d18e8fd0504b482fa09f264f",
        "integration_fingerprint": "obs_869fbec61b534998a0ed69f1",
        "deployment_models": "obs_06673cd54d7c8dfdb131445a",
        "extensibility": "obs_d84bdec0251c1b7c9853d9ae"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-07",
      "source_build_id": "rr-20260807T231253Z-6d311714ffe8"
    },
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23765,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "browse@0.9.6",
      "last_release_at": "2026-08-03T18:13:08Z",
      "last_release_url": "https://github.com/browserbase/stagehand/releases/tag/browse%400.9.6",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-08T10:17:54.011012Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_3c335d11ab09e079bf2f729f",
        "version": "obs_aea4447b4c433dbbbe77dc60",
        "last_release_at": "obs_aca84934d5fcb3418f80fbb6",
        "last_release_url": "obs_a81cd3a1c1d49b33b669288c",
        "pushed_at": "obs_ed1d45f58f8d69008cf64f38",
        "archived": "obs_d21ea1f6774640ec69077b8b",
        "default_branch": "obs_9786821fc6a4ef5b0a1bd48b",
        "default_branch_updated_at": "obs_72a562fab1507d4ca3f2cc4d",
        "maintenance_status": "obs_1fad0a391932ea0d1ea4d62f",
        "momentum": "obs_56d2afc12e7216e73c0b43e5",
        "repository_topics": "obs_9aba6295bd59c55e327ce213",
        "integrations": "obs_7a7cfc496641e1ef2de1f061",
        "integration_fingerprint": "obs_b0fca57e3272a7dee7e056ed",
        "deployment_models": "obs_32d5746532b04cfa16f7ed98",
        "extensibility": "obs_a6672606cbc5d7e0cfa19330"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-08",
      "source_build_id": "rr-20260808T223146Z-3d11f0c1522d"
    },
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23778,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "browse@0.9.6",
      "last_release_at": "2026-08-03T18:13:08Z",
      "last_release_url": "https://github.com/browserbase/stagehand/releases/tag/browse%400.9.6",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-09T10:18:02.987681Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_18eefac7434a75d6492106c9",
        "version": "obs_4c7248768c5e99c7f24c2664",
        "last_release_at": "obs_906dc366d2b11ff77bd95997",
        "last_release_url": "obs_c8a796ce6205f049efdd3bab",
        "pushed_at": "obs_d309def8758af971f109afa6",
        "archived": "obs_f8000b00bfac08b2e1dcd05e",
        "default_branch": "obs_09cab1f0bb4a15275fefcd35",
        "default_branch_updated_at": "obs_dac8a432ca0de16bc8bb4b5d",
        "maintenance_status": "obs_da7d6666b69337b218e86632",
        "momentum": "obs_4603243d9e0517dd007e08e6",
        "repository_topics": "obs_9beeb046d3bfb7ef88f78de3",
        "integrations": "obs_70110bbab0bd8290b8484eb5",
        "integration_fingerprint": "obs_215ea0df7bc9d2f3a49c8f32",
        "deployment_models": "obs_b61cb38066cd8d99cb54c442",
        "extensibility": "obs_da37278437f372a0706d951f"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-09",
      "source_build_id": "rr-20260809T220237Z-2594996087b2"
    },
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23791,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "browse@0.9.6",
      "last_release_at": "2026-08-03T18:13:08Z",
      "last_release_url": "https://github.com/browserbase/stagehand/releases/tag/browse%400.9.6",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-10T10:18:02.453550Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_2a0085cb9e387b17fab468cd",
        "version": "obs_5e66c20b9404fc9902f13b53",
        "last_release_at": "obs_bc4eff951c9f7ff4e519a1aa",
        "last_release_url": "obs_651ef935162135c9ecdcdb6f",
        "pushed_at": "obs_6cab827a6381aa34e808d7d2",
        "archived": "obs_ddab87a2a3d623f6edb20e15",
        "default_branch": "obs_e296dfc1723c28be3cb22c11",
        "default_branch_updated_at": "obs_f2712aad57e629fd47811d61",
        "maintenance_status": "obs_d948547e424aaad3b6ed098e",
        "momentum": "obs_62449e3d236f5217ff823a7e",
        "repository_topics": "obs_8f382b36ee9db745fb1128ba",
        "integrations": "obs_dfceae3e0b6db9ddd1cbc7e0",
        "integration_fingerprint": "obs_53c3af20ab8a6ec0e348cf3f",
        "deployment_models": "obs_98cd53083a1bd0a3b4606aea",
        "extensibility": "obs_c65afb84c0d6b9ba51a7cc86"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-10",
      "source_build_id": "rr-20260810T221823Z-85f41114e190"
    },
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23843,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "browse@0.9.6",
      "last_release_at": "2026-08-03T18:13:08Z",
      "last_release_url": "https://github.com/browserbase/stagehand/releases/tag/browse%400.9.6",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-11T10:17:40.749121Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_51f68326ba3e7a4ece6012f3",
        "version": "obs_d9690684d1acb118b78e2e65",
        "last_release_at": "obs_354bf6d7b3df171bf9080861",
        "last_release_url": "obs_d13f54c63af734e5a0d9776d",
        "pushed_at": "obs_9b45991631f8ecb8133b5800",
        "archived": "obs_aa9b8a6c37e2098501a0e702",
        "default_branch": "obs_d3e86c651b3b0145eacbd5fd",
        "default_branch_updated_at": "obs_6f0a2428619fb43d81795691",
        "maintenance_status": "obs_757f4e5629e379653b999059",
        "momentum": "obs_ba183a27fe9e3b647573e985",
        "repository_topics": "obs_fa4eed7b3062f6d07dbfdceb",
        "integrations": "obs_3f3608c823e44a879d04b386",
        "integration_fingerprint": "obs_d9a4bc623a3d59dc23cbacf2",
        "deployment_models": "obs_c18694bf58348ddef7b51c9c",
        "extensibility": "obs_5cc0ea6fcbc38bfb3b6f9cd3"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-11",
      "source_build_id": "rr-20260811T221343Z-7d22d483b1e2"
    },
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23916,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "browse@0.9.6",
      "last_release_at": "2026-08-03T18:13:08Z",
      "last_release_url": "https://github.com/browserbase/stagehand/releases/tag/browse%400.9.6",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-12T17:38:47.185822Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_9500ac22ca3f18108e469318",
        "version": "obs_98265a2dcbeec62e293e49e0",
        "last_release_at": "obs_b827b5f141dea2edc2040578",
        "last_release_url": "obs_9f736b25f0eba7aca9eb04d2",
        "pushed_at": "obs_46f08e44659ea3c999358c14",
        "archived": "obs_e4111692743c9e05e1a55a77",
        "default_branch": "obs_15a84a66a8c5e10f1ece4d82",
        "default_branch_updated_at": "obs_3c6488feafd4d088918424e8",
        "maintenance_status": "obs_38ba86ddc8ed33770b79e857",
        "momentum": "obs_dc28044883a16509d4055e8e",
        "repository_topics": "obs_85eb91bc78d0c90159f5fef2",
        "integrations": "obs_d8b588e8597da4f28716a1ac",
        "integration_fingerprint": "obs_553d96a40e83cc14569b236b",
        "deployment_models": "obs_a5e8511d782510d6ea57d1fa",
        "extensibility": "obs_5860e650166e87d1a32975e6"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-12",
      "source_build_id": "rr-20260812T215932Z-35ee87c03ab1"
    },
    {
      "id": "gh:browserbase/stagehand",
      "score": 8.5,
      "popularity": 23536.0,
      "stars": 23931,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.8,
        "momentum": 9.1,
        "maturity": 9.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 7.2
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "browse@0.9.6",
      "last_release_at": "2026-08-03T18:13:08Z",
      "last_release_url": "https://github.com/browserbase/stagehand/releases/tag/browse%400.9.6",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-13T19:31:03.163686Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_a2b08231e77d9cf98667e95c",
        "version": "obs_22e5b2f840a097fcd32f8795",
        "last_release_at": "obs_37238436b3fe4f73a1a03257",
        "last_release_url": "obs_7b45ff8e62d2c8208b85d8e2",
        "pushed_at": "obs_0c519f602bd712b5537ceb22",
        "archived": "obs_bfaf1b81266299222ab8c055",
        "default_branch": "obs_7d1213fbd788266ea7e7c235",
        "default_branch_updated_at": "obs_c82218618e39d7482e3e054a",
        "maintenance_status": "obs_586175c69a74cfa37df73562",
        "momentum": "obs_08ee5e6ba4a53a22222d02d9",
        "repository_topics": "obs_2bcdac1d0f1acbc71211d9f2",
        "integrations": "obs_1b9f66d20c6b35f42355b895",
        "integration_fingerprint": "obs_97efef6a84af83e12b5e21aa",
        "deployment_models": "obs_4c2757ba64f7311de2520071",
        "extensibility": "obs_6ac9b2c953eaed6b5469a406"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-13",
      "source_build_id": "rr-20260813T202015Z-badadd6c8c80"
    }
  ],
  "changes": [
    {
      "id": "evt_ef3be834ae05b4b5ba4c",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-13T19:31:03.163686Z",
      "before": 23916,
      "after": 23931,
      "explanation": "Stars changed: 23916 → 23931.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_e0ffed388c207fc2dce1",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-12T17:38:47.185822Z",
      "before": 23843,
      "after": 23916,
      "explanation": "Stars changed: 23843 → 23916.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_727ae250cb785b37f427",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-11T10:17:40.749121Z",
      "before": 23791,
      "after": 23843,
      "explanation": "Stars changed: 23791 → 23843.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_d104b5697144d513f733",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-10T10:18:02.453550Z",
      "before": 23778,
      "after": 23791,
      "explanation": "Stars changed: 23778 → 23791.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_cbb19f532c34e8c488ae",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-09T10:18:02.987681Z",
      "before": 23765,
      "after": 23778,
      "explanation": "Stars changed: 23765 → 23778.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_d838227702728fcbe07c",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "version_changed",
      "occurred_at": "2026-08-08T10:17:54.011012Z",
      "before": "stagehand-server-v3/v3.7.4",
      "after": "browse@0.9.6",
      "explanation": "Version changed: stagehand-server-v3/v3.7.4 → browse@0.9.6.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_3f6c535a6a822a9b9ebd",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-08T10:17:54.011012Z",
      "before": 23716,
      "after": 23765,
      "explanation": "Stars changed: 23716 → 23765.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_9d99c8096cadb2d22efb",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-07T20:39:07Z",
      "before": 23745,
      "after": 23716,
      "explanation": "Stars changed: 23745 → 23716.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_736ac1cd2e684cbfcc4e",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-06T00:00:00Z",
      "before": 23737,
      "after": 23745,
      "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 23737 → 23745.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_614bc28647f1e50f699b",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-05T00:00:00Z",
      "before": 23716,
      "after": 23737,
      "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 23716 → 23737.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_342c9ddfcea091aabaaa",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-03T10:18:05.351909Z",
      "before": 23708,
      "after": 23716,
      "explanation": "Stars changed: 23708 → 23716.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_8871df07d831e69d7586",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-02T10:17:50.427312Z",
      "before": 23696,
      "after": 23708,
      "explanation": "Stars changed: 23696 → 23708.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_1a4fc0b1c32e8f939d58",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-01T10:17:36.135498Z",
      "before": 23695,
      "after": 23696,
      "explanation": "Source-observed stars changed: 23695 → 23696. This reports the retained observation delta and does not infer why the upstream change occurred.",
      "explanation_scope": "source_observation_delta",
      "evidence_refs": {
        "after_observation_id": "obs_3cf671d2bc7eac536e4b9c9d",
        "after_observed_at": "2026-08-01T10:17:36.135498Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_bd59e48b11c0fa0bb93ad33c",
        "before_observed_at": "2026-08-01T00:55:12.768643Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/browserbase/stagehand",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_31be336c258c739190e4",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-01T00:55:12.768643Z",
      "before": 23694,
      "after": 23695,
      "explanation": "Source-observed stars changed: 23694 → 23695. This reports the retained observation delta and does not infer why the upstream change occurred.",
      "explanation_scope": "source_observation_delta",
      "evidence_refs": {
        "after_observation_id": "obs_bd59e48b11c0fa0bb93ad33c",
        "after_observed_at": "2026-08-01T00:55:12.768643Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_770470f092b1625a7bdce33b",
        "before_observed_at": "2026-08-01T00:27:28.080591Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/browserbase/stagehand",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_73510d95986170782fcc",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-01T00:27:28.080591Z",
      "before": 23692,
      "after": 23694,
      "explanation": "Stars changed: 23692 → 23694.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_d8ce93a1ac1b899dfedd",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-31T00:00:00Z",
      "before": 23680,
      "after": 23692,
      "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 23680 → 23692.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_e5dc1adfa83d62c68b44",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-30T00:00:00Z",
      "before": 23662,
      "after": 23680,
      "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 23662 → 23680.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_92285cef5064f25e8c79",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-29T10:17:05.832710Z",
      "before": 23656,
      "after": 23662,
      "explanation": "Stars changed: 23656 → 23662.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_8edd0178d4dcb68f89bd",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-28T07:11:06.213377Z",
      "before": 23539,
      "after": 23656,
      "explanation": "Stars changed: 23539 → 23656.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_2d93574f53b56536de81",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "version_changed",
      "occurred_at": "2026-07-28T07:11:06.213377Z",
      "before": "stagehand-server-v3/v3.7.3",
      "after": "stagehand-server-v3/v3.7.4",
      "explanation": "Version changed: stagehand-server-v3/v3.7.3 → stagehand-server-v3/v3.7.4.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_f20f6cc01fb5b2f951f9",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T12:02:57.061641Z",
      "before": 23537,
      "after": 23539,
      "explanation": "Source-observed stars changed: 23537 → 23539. This reports the retained observation delta and does not infer why the upstream change occurred.",
      "explanation_scope": "source_observation_delta",
      "evidence_refs": {
        "after_observation_id": "obs_439c07c55cc6f918131d73a4",
        "after_observed_at": "2026-07-17T12:02:57.061641Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_44ba2732aad9af2c77351181",
        "before_observed_at": "2026-07-17T10:40:43.045032Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/browserbase/stagehand",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_9dfac7e5ff7f49ef0b31",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T10:17:28.381918Z",
      "before": 23536,
      "after": 23537,
      "explanation": "Source-observed stars changed: 23536 → 23537. This reports the retained observation delta and does not infer why the upstream change occurred.",
      "explanation_scope": "source_observation_delta",
      "evidence_refs": {
        "after_observation_id": "obs_9e939f02fc735d551ae63680",
        "after_observed_at": "2026-07-17T10:17:28.381918Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_c0c4733388d97a247efb5ada",
        "before_observed_at": "2026-07-17T09:45:55.725732Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/browserbase/stagehand",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_c78471c8dc567b53cfc7",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "version_changed",
      "occurred_at": "2026-07-17T09:45:55.725732Z",
      "before": null,
      "after": "stagehand-server-v3/v3.7.3",
      "explanation": "Version changed: not recorded → stagehand-server-v3/v3.7.3.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_93b1e42da7bf5b7584f5",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "maintenance_changed",
      "occurred_at": "2026-07-17T09:45:55.725732Z",
      "before": "source_activity_not_yet_measured",
      "after": "active",
      "explanation": "Maintenance changed: source_activity_not_yet_measured → active.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    },
    {
      "id": "evt_aa9a891ec0d99f210adf",
      "entity_id": "gh:browserbase/stagehand",
      "item_url": "/item/browserbase-stagehand/",
      "title": "browserbase/stagehand",
      "category": "other",
      "kind": "new_entity",
      "occurred_at": "2026-07-17T09:36:28Z",
      "before": null,
      "after": "try_now",
      "explanation": "Newly added to RepoRadar's decision catalog.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 7.2,
      "best_for": [
        "developers building resilient browser automation",
        "teams mixing deterministic scripts with LLM-assisted page understanding"
      ],
      "risk_categories": [],
      "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding",
      "material_mover": false
    }
  ]
}
