{
  "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:lightpanda-io/browser",
  "points": [
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-06-20",
      "source_build_id": "git-db15d0944655"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-06-21",
      "source_build_id": "git-b5e9ccbdcc82"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-06-22",
      "source_build_id": "git-42b3a8a1b49f"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-06-23",
      "source_build_id": "git-34cc33171399"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-06-24",
      "source_build_id": "git-dd88e3f44878"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-06-25",
      "source_build_id": "git-17520e21684b"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-06-26",
      "source_build_id": "git-41f9c4678c11"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-06-27",
      "source_build_id": "git-f62e47b29839"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-06-28",
      "source_build_id": "git-dda8a1bc99bd"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-06-29",
      "source_build_id": "git-adcee0316afe"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-06-30",
      "source_build_id": "git-e3be25ca9846"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-07-01",
      "source_build_id": "git-619da8b9e717"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-07-02",
      "source_build_id": "git-33d9407acf55"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-07-04",
      "source_build_id": "git-efac775793ac"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-07-06",
      "source_build_id": "git-24d907c97f57"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-07-07",
      "source_build_id": "git-02331cc2fd92"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-07-08",
      "source_build_id": "git-f7e87b713b8f"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-07-09",
      "source_build_id": "git-e0e4145f09c6"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-07-10",
      "source_build_id": "git-fa192ed28ad2"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-07-11",
      "source_build_id": "git-85ab7fbca744"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-07-12",
      "source_build_id": "git-c7c4bf2ba980"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-07-13",
      "source_build_id": "git-a57439d942f9"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": 31791,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "0.3.4",
      "last_release_at": "2026-07-01T16:25:52Z",
      "last_release_url": "https://github.com/lightpanda-io/browser/releases/tag/0.3.4",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-13T12:19:39.107338Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v1",
      "observation_refs": {
        "stars": "obs_c8a6f71369e075d2c22d59b5",
        "version": "obs_105360470ed74bc3f165f055",
        "last_release_at": "obs_fea53ac28c88fca51f2073b9",
        "last_release_url": "obs_be063a90217e48471b893bac",
        "pushed_at": "obs_f5a9f230ec720d301b0b3387",
        "archived": "obs_d1d353bcdb21b89d7d57fbdb",
        "default_branch": "obs_7c34152636d04be901bb9407",
        "default_branch_updated_at": "obs_209aea53dbae44d85708486b",
        "maintenance_status": "obs_efa9bb110304b5d0abd3cf47",
        "momentum": "obs_2b0ef177f0c46fddf324edb4"
      },
      "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": "2026-07-14",
      "source_build_id": "rr-20260714T07055435093-313e45d9501f"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": 31957,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "0.3.5",
      "last_release_at": "2026-07-17T10:15:11Z",
      "last_release_url": "https://github.com/lightpanda-io/browser/releases/tag/0.3.5",
      "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_6e76768131af8db0197e2c2c",
        "version": "obs_3b668cfbcea15827e881ad9c",
        "last_release_at": "obs_df2a89ada4439e74211476d7",
        "last_release_url": "obs_cc5263b1cf74306ef49fd224",
        "pushed_at": "obs_c74c2f46c78dc208b4b521d1",
        "archived": "obs_d6c3fc035f197ad2e5ce0fa5",
        "default_branch": "obs_113abe5b8ecbd532f8feac18",
        "default_branch_updated_at": "obs_77005a72239f221194b7fd7b",
        "maintenance_status": "obs_01b5cef88a3c4394ac77268d",
        "momentum": "obs_b5e2c66079fa29886998b415",
        "repository_topics": "obs_36ef71ab88c7c7d4c39d76ba",
        "integrations": "obs_334ec875432571cec8672836",
        "integration_fingerprint": "obs_6d34724cc5a30cfe56381d63",
        "deployment_models": "obs_40a04e494454f614041cc14e",
        "extensibility": "obs_87541e3593d80bb87b3a3944"
      },
      "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:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": 31957,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "0.3.5",
      "last_release_at": "2026-07-17T10:15:11Z",
      "last_release_url": "https://github.com/lightpanda-io/browser/releases/tag/0.3.5",
      "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_6e76768131af8db0197e2c2c",
        "version": "obs_3b668cfbcea15827e881ad9c",
        "last_release_at": "obs_df2a89ada4439e74211476d7",
        "last_release_url": "obs_cc5263b1cf74306ef49fd224",
        "pushed_at": "obs_c74c2f46c78dc208b4b521d1",
        "archived": "obs_d6c3fc035f197ad2e5ce0fa5",
        "default_branch": "obs_113abe5b8ecbd532f8feac18",
        "default_branch_updated_at": "obs_77005a72239f221194b7fd7b",
        "maintenance_status": "obs_01b5cef88a3c4394ac77268d",
        "momentum": "obs_b5e2c66079fa29886998b415",
        "repository_topics": "obs_36ef71ab88c7c7d4c39d76ba",
        "integrations": "obs_334ec875432571cec8672836",
        "integration_fingerprint": "obs_6d34724cc5a30cfe56381d63",
        "deployment_models": "obs_40a04e494454f614041cc14e",
        "extensibility": "obs_87541e3593d80bb87b3a3944"
      },
      "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:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": 31957,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "0.3.5",
      "last_release_at": "2026-07-17T10:15:11Z",
      "last_release_url": "https://github.com/lightpanda-io/browser/releases/tag/0.3.5",
      "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_6e76768131af8db0197e2c2c",
        "version": "obs_3b668cfbcea15827e881ad9c",
        "last_release_at": "obs_df2a89ada4439e74211476d7",
        "last_release_url": "obs_cc5263b1cf74306ef49fd224",
        "pushed_at": "obs_c74c2f46c78dc208b4b521d1",
        "archived": "obs_d6c3fc035f197ad2e5ce0fa5",
        "default_branch": "obs_113abe5b8ecbd532f8feac18",
        "default_branch_updated_at": "obs_77005a72239f221194b7fd7b",
        "maintenance_status": "obs_01b5cef88a3c4394ac77268d",
        "momentum": "obs_b5e2c66079fa29886998b415",
        "repository_topics": "obs_36ef71ab88c7c7d4c39d76ba",
        "integrations": "obs_334ec875432571cec8672836",
        "integration_fingerprint": "obs_6d34724cc5a30cfe56381d63",
        "deployment_models": "obs_40a04e494454f614041cc14e",
        "extensibility": "obs_87541e3593d80bb87b3a3944"
      },
      "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:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": 31957,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "0.3.5",
      "last_release_at": "2026-07-17T10:15:11Z",
      "last_release_url": "https://github.com/lightpanda-io/browser/releases/tag/0.3.5",
      "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_6e76768131af8db0197e2c2c",
        "version": "obs_3b668cfbcea15827e881ad9c",
        "last_release_at": "obs_df2a89ada4439e74211476d7",
        "last_release_url": "obs_cc5263b1cf74306ef49fd224",
        "pushed_at": "obs_c74c2f46c78dc208b4b521d1",
        "archived": "obs_d6c3fc035f197ad2e5ce0fa5",
        "default_branch": "obs_113abe5b8ecbd532f8feac18",
        "default_branch_updated_at": "obs_77005a72239f221194b7fd7b",
        "maintenance_status": "obs_01b5cef88a3c4394ac77268d",
        "momentum": "obs_b5e2c66079fa29886998b415",
        "repository_topics": "obs_36ef71ab88c7c7d4c39d76ba",
        "integrations": "obs_334ec875432571cec8672836",
        "integration_fingerprint": "obs_6d34724cc5a30cfe56381d63",
        "deployment_models": "obs_40a04e494454f614041cc14e",
        "extensibility": "obs_87541e3593d80bb87b3a3944"
      },
      "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:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": 31957,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "0.3.5",
      "last_release_at": "2026-07-17T10:15:11Z",
      "last_release_url": "https://github.com/lightpanda-io/browser/releases/tag/0.3.5",
      "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_6e76768131af8db0197e2c2c",
        "version": "obs_3b668cfbcea15827e881ad9c",
        "last_release_at": "obs_df2a89ada4439e74211476d7",
        "last_release_url": "obs_cc5263b1cf74306ef49fd224",
        "pushed_at": "obs_c74c2f46c78dc208b4b521d1",
        "archived": "obs_d6c3fc035f197ad2e5ce0fa5",
        "default_branch": "obs_113abe5b8ecbd532f8feac18",
        "default_branch_updated_at": "obs_77005a72239f221194b7fd7b",
        "maintenance_status": "obs_01b5cef88a3c4394ac77268d",
        "momentum": "obs_b5e2c66079fa29886998b415",
        "repository_topics": "obs_36ef71ab88c7c7d4c39d76ba",
        "integrations": "obs_334ec875432571cec8672836",
        "integration_fingerprint": "obs_6d34724cc5a30cfe56381d63",
        "deployment_models": "obs_40a04e494454f614041cc14e",
        "extensibility": "obs_87541e3593d80bb87b3a3944"
      },
      "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:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": 32751,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "0.3.6",
      "last_release_at": "2026-07-25T14:37:09Z",
      "last_release_url": "https://github.com/lightpanda-io/browser/releases/tag/0.3.6",
      "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_f3c42d06d274b6223c75fe53",
        "version": "obs_d9e9a65754c90ce03b492f5c",
        "last_release_at": "obs_3e5c28e41344f6738116409d",
        "last_release_url": "obs_0b6aeb2b5bf1a9611e4da965",
        "pushed_at": "obs_3d1453bafc91eb6cf2e5934a",
        "archived": "obs_9b6af9667d884941244fddc5",
        "default_branch": "obs_2463f7a703126a67120e82d6",
        "default_branch_updated_at": "obs_27b5a3c8e3df2ae8cdb45fd5",
        "maintenance_status": "obs_6353edce4e03af14ba5e8d26",
        "momentum": "obs_c9f79eb02b58ce74d33ac6b7",
        "repository_topics": "obs_b3770a3e6c4117701c072582",
        "integrations": "obs_db3b8104db55049a42465262",
        "integration_fingerprint": "obs_a34be0a3659954547a33a363",
        "deployment_models": "obs_357c8bc3d5aa20383f8cba63",
        "extensibility": "obs_5f811abc244ccdfa4fe2effb"
      },
      "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:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": 32911,
      "momentum": 10.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "0.3.6",
      "last_release_at": "2026-07-25T14:37:09Z",
      "last_release_url": "https://github.com/lightpanda-io/browser/releases/tag/0.3.6",
      "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_fa982dd9ba3693dfde38e807",
        "version": "obs_989be9a160017f5681ad9e1e",
        "last_release_at": "obs_fbbbe1082f15e7709cfa31f7",
        "last_release_url": "obs_50c8a6878090a5dea8cbe242",
        "pushed_at": "obs_ae73b6da5508f7cf91c0d0e0",
        "archived": "obs_df71f3efd47818bf4de06eaf",
        "default_branch": "obs_aedbc61e42a626e1abc8d035",
        "default_branch_updated_at": "obs_0323478baeca9303141bc3ac",
        "maintenance_status": "obs_0141c3e0c863bacad23b4f0c",
        "momentum": "obs_715ef6c60413b76c268e124a",
        "repository_topics": "obs_d75ec5db30af37034f021b78",
        "integrations": "obs_5a4e45e7869bfea8ebc13125",
        "integration_fingerprint": "obs_272d1701d0f04b90fde2f5ff",
        "deployment_models": "obs_2bc8705e0f1e198d7f458c0b",
        "extensibility": "obs_86c610f980f4445c15e4823b"
      },
      "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:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-07-30",
      "source_build_id": "git-d6c6d356a593"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-07-31",
      "source_build_id": "git-1f6ab3b153e2"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": 33256,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "0.3.6",
      "last_release_at": "2026-07-25T14:37:09Z",
      "last_release_url": "https://github.com/lightpanda-io/browser/releases/tag/0.3.6",
      "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_d413b16e509bed09a6a1a01b",
        "version": "obs_7fb51035acbc51b7781a5efe",
        "last_release_at": "obs_37cbbc1e6eac1b05b14b55fc",
        "last_release_url": "obs_109ed7a707a01d7311c27ab4",
        "pushed_at": "obs_90951d640f6f44f48f8aeaca",
        "archived": "obs_d003601baea8c1784efa695b",
        "default_branch": "obs_83ff141baf0a6c8574e307d6",
        "default_branch_updated_at": "obs_7e8a297b0b5502aeef6686dc",
        "maintenance_status": "obs_0c603ab5155872e8918b31bf",
        "momentum": "obs_36c0677185d7dd940c075322",
        "repository_topics": "obs_a142ff2c7b5e678304e4a4c1",
        "integrations": "obs_5c5a42c88b074a08350ab5ad",
        "integration_fingerprint": "obs_ec5760566050c4963bc8ef8d",
        "deployment_models": "obs_c115fd2aa4e16c35f6973d0e",
        "extensibility": "obs_6b7be3bfdbdc36176869f38d"
      },
      "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:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": 33304,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "0.3.6",
      "last_release_at": "2026-07-25T14:37:09Z",
      "last_release_url": "https://github.com/lightpanda-io/browser/releases/tag/0.3.6",
      "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_511db07eb88a5ea2279a9e1d",
        "version": "obs_9655fd3cb8a8158488d35593",
        "last_release_at": "obs_859da7afcaf210668499addb",
        "last_release_url": "obs_d48762cdfbdfe2e2f0415be4",
        "pushed_at": "obs_5e05bb869db3d7b1295dedbd",
        "archived": "obs_2b45445c132fc007ce57c536",
        "default_branch": "obs_45b2229611ff41deac814a68",
        "default_branch_updated_at": "obs_a64ee797056d9ad2c5db8125",
        "maintenance_status": "obs_95bb5ef159d2e8a2f2f233d9",
        "momentum": "obs_481742acad57b45e807fb304",
        "repository_topics": "obs_bd973f79f0445a1a471c8cba",
        "integrations": "obs_34d6e931606fbe2f9e4650d1",
        "integration_fingerprint": "obs_3d700c12658233b77c49aed2",
        "deployment_models": "obs_c116cf0a3712be1459d73ddd",
        "extensibility": "obs_cf45c185aeef1727eccb491a"
      },
      "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:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": 33370,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "0.3.6",
      "last_release_at": "2026-07-25T14:37:09Z",
      "last_release_url": "https://github.com/lightpanda-io/browser/releases/tag/0.3.6",
      "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_f32344291e907dceea9509c6",
        "version": "obs_4de939efb8b975987c794d80",
        "last_release_at": "obs_922633f61293a699fe7cfa41",
        "last_release_url": "obs_50763b16654405d7f23cccc8",
        "pushed_at": "obs_c5be12601e266e419ce28e7a",
        "archived": "obs_628651219f1f1e254612fd5e",
        "default_branch": "obs_0e2212131d411e60e6118b45",
        "default_branch_updated_at": "obs_3aac74545568b991d331f87f",
        "maintenance_status": "obs_42da0e84724966523df9b341",
        "momentum": "obs_8f881fb2b141d9cf0d6410b9",
        "repository_topics": "obs_0c488eedb08e0d24e461c705",
        "integrations": "obs_8e97d843d2af56cec1b5a4b5",
        "integration_fingerprint": "obs_bccc4e366ec432e131a11207",
        "deployment_models": "obs_0097014b3799688ada9bc137",
        "extensibility": "obs_fafb260751a4b4b3c38e1245"
      },
      "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:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": 33370,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "0.3.6",
      "last_release_at": "2026-07-25T14:37:09Z",
      "last_release_url": "https://github.com/lightpanda-io/browser/releases/tag/0.3.6",
      "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_f32344291e907dceea9509c6",
        "version": "obs_4de939efb8b975987c794d80",
        "last_release_at": "obs_922633f61293a699fe7cfa41",
        "last_release_url": "obs_50763b16654405d7f23cccc8",
        "pushed_at": "obs_c5be12601e266e419ce28e7a",
        "archived": "obs_628651219f1f1e254612fd5e",
        "default_branch": "obs_0e2212131d411e60e6118b45",
        "default_branch_updated_at": "obs_3aac74545568b991d331f87f",
        "maintenance_status": "obs_42da0e84724966523df9b341",
        "momentum": "obs_8f881fb2b141d9cf0d6410b9",
        "repository_topics": "obs_0c488eedb08e0d24e461c705",
        "integrations": "obs_8e97d843d2af56cec1b5a4b5",
        "integration_fingerprint": "obs_bccc4e366ec432e131a11207",
        "deployment_models": "obs_0097014b3799688ada9bc137",
        "extensibility": "obs_fafb260751a4b4b3c38e1245"
      },
      "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:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-08-05",
      "source_build_id": "git-e1dfd91c94e6"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "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",
        "tier",
        "verdict"
      ],
      "date": "2026-08-06",
      "source_build_id": "git-0d13b053d175"
    },
    {
      "id": "gh:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": 33370,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "0.3.6",
      "last_release_at": "2026-07-25T14:37:09Z",
      "last_release_url": "https://github.com/lightpanda-io/browser/releases/tag/0.3.6",
      "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_f32344291e907dceea9509c6",
        "version": "obs_4de939efb8b975987c794d80",
        "last_release_at": "obs_922633f61293a699fe7cfa41",
        "last_release_url": "obs_50763b16654405d7f23cccc8",
        "pushed_at": "obs_c5be12601e266e419ce28e7a",
        "archived": "obs_628651219f1f1e254612fd5e",
        "default_branch": "obs_0e2212131d411e60e6118b45",
        "default_branch_updated_at": "obs_3aac74545568b991d331f87f",
        "maintenance_status": "obs_42da0e84724966523df9b341",
        "momentum": "obs_8f881fb2b141d9cf0d6410b9",
        "repository_topics": "obs_0c488eedb08e0d24e461c705",
        "integrations": "obs_8e97d843d2af56cec1b5a4b5",
        "integration_fingerprint": "obs_bccc4e366ec432e131a11207",
        "deployment_models": "obs_0097014b3799688ada9bc137",
        "extensibility": "obs_fafb260751a4b4b3c38e1245"
      },
      "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:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": 33592,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "0.3.6",
      "last_release_at": "2026-07-25T14:37:09Z",
      "last_release_url": "https://github.com/lightpanda-io/browser/releases/tag/0.3.6",
      "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_72f1c1cad6470430399c3b7f",
        "version": "obs_61ec7c22e6b7fe64a41f7eb6",
        "last_release_at": "obs_4bebb1a95aecbfeac1cf949a",
        "last_release_url": "obs_b71462df238f3d63b04f78ac",
        "pushed_at": "obs_8225755d435ea0dc8c3fc79d",
        "archived": "obs_12e056d1507c6d3a3597f0ab",
        "default_branch": "obs_7de86e24f5f63a2b359ceaf0",
        "default_branch_updated_at": "obs_fb452bf2da039f6e3a55b568",
        "maintenance_status": "obs_ef51c08c50a2fd5baf4733f5",
        "momentum": "obs_241023e672c787250fd9f7dd",
        "repository_topics": "obs_aa1ec9c2c5c9795b2caf2802",
        "integrations": "obs_61f17743de233183757cc29a",
        "integration_fingerprint": "obs_a4cf7a24fe1874d02dbb65b5",
        "deployment_models": "obs_4dd6b984b2a8bd98fda0cf34",
        "extensibility": "obs_7b60a9328c796423ba8cfea3"
      },
      "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:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": 33624,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "0.3.6",
      "last_release_at": "2026-07-25T14:37:09Z",
      "last_release_url": "https://github.com/lightpanda-io/browser/releases/tag/0.3.6",
      "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_80bc101d997e0265b07ebcb8",
        "version": "obs_14e850587d88b91d676996bd",
        "last_release_at": "obs_9618dcabae79c233f18bcb23",
        "last_release_url": "obs_3f77c3cfa01ec45ddc738cec",
        "pushed_at": "obs_ed520d14a3698bd900209b8f",
        "archived": "obs_d397f60ecf4c96f0f86a5888",
        "default_branch": "obs_97aafa1071ac0e36560d88c8",
        "default_branch_updated_at": "obs_0dc760374d46ea5291246f44",
        "maintenance_status": "obs_699b61e5defc644831f76137",
        "momentum": "obs_9cf5db8499f8683e6035308a",
        "repository_topics": "obs_24ebfa286652acb17f001779",
        "integrations": "obs_ea5dbccbbcfb2bdf391cc9d8",
        "integration_fingerprint": "obs_b8430966ca8c48473cbb6d1d",
        "deployment_models": "obs_47473493e6482522ab0efd46",
        "extensibility": "obs_fb743ca27bbd1a9e02f2a4e0"
      },
      "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:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": 33683,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "0.3.6",
      "last_release_at": "2026-07-25T14:37:09Z",
      "last_release_url": "https://github.com/lightpanda-io/browser/releases/tag/0.3.6",
      "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_9a1f5fe8abc36461ba41e969",
        "version": "obs_b50430ab5bfd8eda3c10ffa0",
        "last_release_at": "obs_6b3b7e91a3d7e82922a32f06",
        "last_release_url": "obs_89e6054655425b9d4a1c7cdd",
        "pushed_at": "obs_b17ff7a9e2e7a5536ee31404",
        "archived": "obs_7933c1ad97c2f7223fd24800",
        "default_branch": "obs_700e28ca53a74ee268b16a3a",
        "default_branch_updated_at": "obs_003fa3e37913c7e7e59b9bab",
        "maintenance_status": "obs_6c7654ef8431ae1f8b7acacb",
        "momentum": "obs_fe643063c9bfb41d6e2c7a1b",
        "repository_topics": "obs_015200166264b781f554a43e",
        "integrations": "obs_f39273ba8d502707b83ca544",
        "integration_fingerprint": "obs_f22f0043475488e4edfadb8d",
        "deployment_models": "obs_38ddf0148b8a8d3896196864",
        "extensibility": "obs_19cc1cc31eeeea6d1b7e81ce"
      },
      "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:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": 33797,
      "momentum": 10.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "0.3.6",
      "last_release_at": "2026-07-25T14:37:09Z",
      "last_release_url": "https://github.com/lightpanda-io/browser/releases/tag/0.3.6",
      "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_801901feabbfb967dea2e4ac",
        "version": "obs_d3b79414c462adb90eaf748b",
        "last_release_at": "obs_02c217cf5a1e076e2f27e3f5",
        "last_release_url": "obs_500ea393b4e554dc08fa77a9",
        "pushed_at": "obs_b25f51508135b9303be2de25",
        "archived": "obs_e641847d5666a0bef212cc71",
        "default_branch": "obs_69d9c4a7f593ac3608ac10bf",
        "default_branch_updated_at": "obs_95d358004fd5dad15178c4d4",
        "maintenance_status": "obs_a73596f31dfc4f031ea586e4",
        "momentum": "obs_7916df3ee82e60f7516a9fe0",
        "repository_topics": "obs_80118c278d466cef4497cf23",
        "integrations": "obs_3e6ae2d09fecc5478c5f124e",
        "integration_fingerprint": "obs_d75d53243e4b3a615e261a70",
        "deployment_models": "obs_d884df52ab2478996e30c2cd",
        "extensibility": "obs_c72d4e089f297897c8a30755"
      },
      "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:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": 33850,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "0.3.6",
      "last_release_at": "2026-07-25T14:37:09Z",
      "last_release_url": "https://github.com/lightpanda-io/browser/releases/tag/0.3.6",
      "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_c3cc86bbfc1e40c8acebde72",
        "version": "obs_710f379a63ab1ed01a39098e",
        "last_release_at": "obs_3bf2a25373c66e4ab14417f7",
        "last_release_url": "obs_b9dcf513a29c5b8b92b12fcd",
        "pushed_at": "obs_ffa320faba9c13cf6653f0cd",
        "archived": "obs_39da6abdf855c0f7722b9c07",
        "default_branch": "obs_1144a8a22a1a7dd63e2e3520",
        "default_branch_updated_at": "obs_7b69d73f98177c44c9a98cd0",
        "maintenance_status": "obs_426f42b03ffd65c83eb8da0b",
        "momentum": "obs_da75b566958848f5dbb6ae81",
        "repository_topics": "obs_4c673621ef51377b009a5b50",
        "integrations": "obs_601e2cd593d8212d213835ec",
        "integration_fingerprint": "obs_407ff59025611b8775943349",
        "deployment_models": "obs_d82116580bc106e83cb1b154",
        "extensibility": "obs_60db9511cb81c8d6d91e3b6e"
      },
      "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:lightpanda-io/browser",
      "score": 8.8,
      "popularity": 67.0,
      "stars": 33873,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 8.0,
        "momentum": 8.0,
        "maturity": 8.2,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "medium",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "0.3.6",
      "last_release_at": "2026-07-25T14:37:09Z",
      "last_release_url": "https://github.com/lightpanda-io/browser/releases/tag/0.3.6",
      "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_d9db9a1614a48f581c35552a",
        "version": "obs_2b69703fd0174c92df33ba03",
        "last_release_at": "obs_79e8bf117e67f93721e72f02",
        "last_release_url": "obs_8b357995f7cfb05f91caac49",
        "pushed_at": "obs_98cb3a9e899817849745e93c",
        "archived": "obs_c5cebb5ea65f3202594e3024",
        "default_branch": "obs_bd2a1be86ad62927669e712b",
        "default_branch_updated_at": "obs_2ccca27878736827bc8b7fad",
        "maintenance_status": "obs_07c4e871ae8c052f845e08ba",
        "momentum": "obs_e96f3d449f00f96680a20062",
        "repository_topics": "obs_e530c6e12ce99facc229b40e",
        "integrations": "obs_136e57e8375c98818dd115eb",
        "integration_fingerprint": "obs_8ac3f344f415c30b4f18b7e6",
        "deployment_models": "obs_ea7381fc37e172855ac45f9c",
        "extensibility": "obs_397cba3b399c5908461d1f14"
      },
      "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_320d73634fab6bce38ac",
      "entity_id": "gh:lightpanda-io/browser",
      "item_url": "/item/lightpanda-io-browser/",
      "title": "lightpanda-io/browser",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-13T19:31:03.163686Z",
      "before": 33850,
      "after": 33873,
      "explanation": "Stars changed: 33850 → 33873.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "medium",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Browser",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "browser-automation teams",
        "AI agent builders"
      ],
      "risk_categories": [],
      "search_text": "lightpanda-io/browser lightpanda-io open_source other gold medium try_now browser-automation teams ai agent builders",
      "material_mover": false
    },
    {
      "id": "evt_7463572ffb3248f52d3e",
      "entity_id": "gh:lightpanda-io/browser",
      "item_url": "/item/lightpanda-io-browser/",
      "title": "lightpanda-io/browser",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-12T17:38:47.185822Z",
      "before": 33797,
      "after": 33850,
      "explanation": "Stars changed: 33797 → 33850.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "medium",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Browser",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "browser-automation teams",
        "AI agent builders"
      ],
      "risk_categories": [],
      "search_text": "lightpanda-io/browser lightpanda-io open_source other gold medium try_now browser-automation teams ai agent builders",
      "material_mover": false
    },
    {
      "id": "evt_54218bc309ecd3d88620",
      "entity_id": "gh:lightpanda-io/browser",
      "item_url": "/item/lightpanda-io-browser/",
      "title": "lightpanda-io/browser",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-11T10:17:40.749121Z",
      "before": 33683,
      "after": 33797,
      "explanation": "Stars changed: 33683 → 33797.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "medium",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Browser",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "browser-automation teams",
        "AI agent builders"
      ],
      "risk_categories": [],
      "search_text": "lightpanda-io/browser lightpanda-io open_source other gold medium try_now browser-automation teams ai agent builders",
      "material_mover": false
    },
    {
      "id": "evt_f8fed589bd1720dc53e0",
      "entity_id": "gh:lightpanda-io/browser",
      "item_url": "/item/lightpanda-io-browser/",
      "title": "lightpanda-io/browser",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-10T10:18:02.453550Z",
      "before": 33624,
      "after": 33683,
      "explanation": "Stars changed: 33624 → 33683.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "medium",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Browser",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "browser-automation teams",
        "AI agent builders"
      ],
      "risk_categories": [],
      "search_text": "lightpanda-io/browser lightpanda-io open_source other gold medium try_now browser-automation teams ai agent builders",
      "material_mover": false
    },
    {
      "id": "evt_e255ae66912728351c82",
      "entity_id": "gh:lightpanda-io/browser",
      "item_url": "/item/lightpanda-io-browser/",
      "title": "lightpanda-io/browser",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-09T10:18:02.987681Z",
      "before": 33592,
      "after": 33624,
      "explanation": "Stars changed: 33592 → 33624.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "medium",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Browser",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "browser-automation teams",
        "AI agent builders"
      ],
      "risk_categories": [],
      "search_text": "lightpanda-io/browser lightpanda-io open_source other gold medium try_now browser-automation teams ai agent builders",
      "material_mover": false
    },
    {
      "id": "evt_d82ccc180639cb0c5187",
      "entity_id": "gh:lightpanda-io/browser",
      "item_url": "/item/lightpanda-io-browser/",
      "title": "lightpanda-io/browser",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-08T10:17:54.011012Z",
      "before": 33370,
      "after": 33592,
      "explanation": "Stars changed: 33370 → 33592.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "medium",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Browser",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "browser-automation teams",
        "AI agent builders"
      ],
      "risk_categories": [],
      "search_text": "lightpanda-io/browser lightpanda-io open_source other gold medium try_now browser-automation teams ai agent builders",
      "material_mover": false
    },
    {
      "id": "evt_8d134848e4c3b0ca87fa",
      "entity_id": "gh:lightpanda-io/browser",
      "item_url": "/item/lightpanda-io-browser/",
      "title": "lightpanda-io/browser",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-03T10:18:05.351909Z",
      "before": 33304,
      "after": 33370,
      "explanation": "Stars changed: 33304 → 33370.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "medium",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Browser",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "browser-automation teams",
        "AI agent builders"
      ],
      "risk_categories": [],
      "search_text": "lightpanda-io/browser lightpanda-io open_source other gold medium try_now browser-automation teams ai agent builders",
      "material_mover": false
    },
    {
      "id": "evt_0f85d0f5e2de2b2a16e5",
      "entity_id": "gh:lightpanda-io/browser",
      "item_url": "/item/lightpanda-io-browser/",
      "title": "lightpanda-io/browser",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-02T10:17:50.427312Z",
      "before": 33256,
      "after": 33304,
      "explanation": "Stars changed: 33256 → 33304.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "medium",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Browser",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "browser-automation teams",
        "AI agent builders"
      ],
      "risk_categories": [],
      "search_text": "lightpanda-io/browser lightpanda-io open_source other gold medium try_now browser-automation teams ai agent builders",
      "material_mover": false
    },
    {
      "id": "evt_bde2f699bbe0c1b54324",
      "entity_id": "gh:lightpanda-io/browser",
      "item_url": "/item/lightpanda-io-browser/",
      "title": "lightpanda-io/browser",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-01T10:17:36.135498Z",
      "before": 33238,
      "after": 33256,
      "explanation": "Source-observed stars changed: 33238 → 33256. 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_d413b16e509bed09a6a1a01b",
        "after_observed_at": "2026-08-01T10:17:36.135498Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_9daa39508afe19badcf44b19",
        "before_observed_at": "2026-08-01T00:55:12.768643Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/lightpanda-io/browser",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Gold",
      "risk": "medium",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Browser",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "browser-automation teams",
        "AI agent builders"
      ],
      "risk_categories": [],
      "search_text": "lightpanda-io/browser lightpanda-io open_source other gold medium try_now browser-automation teams ai agent builders",
      "material_mover": false
    },
    {
      "id": "evt_fab0544e6e351fb63cf1",
      "entity_id": "gh:lightpanda-io/browser",
      "item_url": "/item/lightpanda-io-browser/",
      "title": "lightpanda-io/browser",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-01T00:55:12.768643Z",
      "before": 33237,
      "after": 33238,
      "explanation": "Source-observed stars changed: 33237 → 33238. 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_9daa39508afe19badcf44b19",
        "after_observed_at": "2026-08-01T00:55:12.768643Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_f675534dfaae6bbab2526481",
        "before_observed_at": "2026-08-01T00:27:28.080591Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/lightpanda-io/browser",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Gold",
      "risk": "medium",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Browser",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "browser-automation teams",
        "AI agent builders"
      ],
      "risk_categories": [],
      "search_text": "lightpanda-io/browser lightpanda-io open_source other gold medium try_now browser-automation teams ai agent builders",
      "material_mover": false
    },
    {
      "id": "evt_78c2d6013853e773c305",
      "entity_id": "gh:lightpanda-io/browser",
      "item_url": "/item/lightpanda-io-browser/",
      "title": "lightpanda-io/browser",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-29T10:17:05.832710Z",
      "before": 32751,
      "after": 32911,
      "explanation": "Stars changed: 32751 → 32911.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "medium",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Browser",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "browser-automation teams",
        "AI agent builders"
      ],
      "risk_categories": [],
      "search_text": "lightpanda-io/browser lightpanda-io open_source other gold medium try_now browser-automation teams ai agent builders",
      "material_mover": false
    },
    {
      "id": "evt_ae4ec0cc598a2cacea96",
      "entity_id": "gh:lightpanda-io/browser",
      "item_url": "/item/lightpanda-io-browser/",
      "title": "lightpanda-io/browser",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-28T10:17:34.274766Z",
      "before": 32739,
      "after": 32751,
      "explanation": "Source-observed stars changed: 32739 → 32751. 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_f3c42d06d274b6223c75fe53",
        "after_observed_at": "2026-07-28T10:17:34.274766Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_bb938415aa701b9665cebaee",
        "before_observed_at": "2026-07-28T07:11:06.213377Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/lightpanda-io/browser",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Gold",
      "risk": "medium",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Browser",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "browser-automation teams",
        "AI agent builders"
      ],
      "risk_categories": [],
      "search_text": "lightpanda-io/browser lightpanda-io open_source other gold medium try_now browser-automation teams ai agent builders",
      "material_mover": false
    },
    {
      "id": "evt_49c005b4c13cd40eabb1",
      "entity_id": "gh:lightpanda-io/browser",
      "item_url": "/item/lightpanda-io-browser/",
      "title": "lightpanda-io/browser",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-28T07:11:06.213377Z",
      "before": 31957,
      "after": 32739,
      "explanation": "Stars changed: 31957 → 32739.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "medium",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Browser",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "browser-automation teams",
        "AI agent builders"
      ],
      "risk_categories": [],
      "search_text": "lightpanda-io/browser lightpanda-io open_source other gold medium try_now browser-automation teams ai agent builders",
      "material_mover": true
    },
    {
      "id": "evt_2867bedf73633f3ed904",
      "entity_id": "gh:lightpanda-io/browser",
      "item_url": "/item/lightpanda-io-browser/",
      "title": "lightpanda-io/browser",
      "category": "other",
      "kind": "version_changed",
      "occurred_at": "2026-07-28T07:11:06.213377Z",
      "before": "0.3.5",
      "after": "0.3.6",
      "explanation": "Version changed: 0.3.5 → 0.3.6.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "medium",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Browser",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "browser-automation teams",
        "AI agent builders"
      ],
      "risk_categories": [],
      "search_text": "lightpanda-io/browser lightpanda-io open_source other gold medium try_now browser-automation teams ai agent builders",
      "material_mover": false
    },
    {
      "id": "evt_3ae3861a451baf14835d",
      "entity_id": "gh:lightpanda-io/browser",
      "item_url": "/item/lightpanda-io-browser/",
      "title": "lightpanda-io/browser",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T12:02:57.061641Z",
      "before": 31955,
      "after": 31957,
      "explanation": "Source-observed stars changed: 31955 → 31957. 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_6e76768131af8db0197e2c2c",
        "after_observed_at": "2026-07-17T12:02:57.061641Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_69b5d78bc423fdd20a279a13",
        "before_observed_at": "2026-07-17T10:40:43.045032Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/lightpanda-io/browser",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Gold",
      "risk": "medium",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Browser",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "browser-automation teams",
        "AI agent builders"
      ],
      "risk_categories": [],
      "search_text": "lightpanda-io/browser lightpanda-io open_source other gold medium try_now browser-automation teams ai agent builders",
      "material_mover": false
    },
    {
      "id": "evt_9641fc78228c08ea3d7c",
      "entity_id": "gh:lightpanda-io/browser",
      "item_url": "/item/lightpanda-io-browser/",
      "title": "lightpanda-io/browser",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T10:30:13.622907Z",
      "before": 31954,
      "after": 31955,
      "explanation": "Source-observed stars changed: 31954 → 31955. 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_633a4b604c3ddb53eaa77915",
        "after_observed_at": "2026-07-17T10:30:13.622907Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_1a31456be79b9ceb21241f1e",
        "before_observed_at": "2026-07-17T10:17:28.381918Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/lightpanda-io/browser",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Gold",
      "risk": "medium",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Browser",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "browser-automation teams",
        "AI agent builders"
      ],
      "risk_categories": [],
      "search_text": "lightpanda-io/browser lightpanda-io open_source other gold medium try_now browser-automation teams ai agent builders",
      "material_mover": false
    },
    {
      "id": "evt_3cfb7bd04252d7c5b3c1",
      "entity_id": "gh:lightpanda-io/browser",
      "item_url": "/item/lightpanda-io-browser/",
      "title": "lightpanda-io/browser",
      "category": "other",
      "kind": "version_changed",
      "occurred_at": "2026-07-17T10:17:28.381918Z",
      "before": "0.3.4",
      "after": "0.3.5",
      "explanation": "Source-observed version changed: 0.3.4 → 0.3.5. Associated release timestamp: 2026-07-01T16:25:52Z → 2026-07-17T10:15:11Z. This reports the retained observation delta and does not infer why the upstream change occurred.",
      "explanation_scope": "source_observation_delta",
      "evidence_refs": {
        "after_last_release_at_observation_id": "obs_a7c1c4c41713d2f5b5214c22",
        "after_last_release_url_observation_id": "obs_861bc726b358cf8e0edba45b",
        "after_methodology_version": "github-release-resolution-v1",
        "after_observation_id": "obs_33e3994b9b90a0b74f783813",
        "after_observed_at": "2026-07-17T10:17:28.381918Z",
        "after_source_path": "repository.releases.nodes[0].tagName/name",
        "before_last_release_at_observation_id": "obs_aef226943901b3d6aa706b7a",
        "before_last_release_url_observation_id": "obs_163c5277242998015ee4d655",
        "before_methodology_version": "github-release-resolution-v1",
        "before_observation_id": "obs_b7441b54a1eafc9956c8ad5e",
        "before_observed_at": "2026-07-17T09:45:55.725732Z",
        "before_source_path": "repository.releases.nodes[0].tagName/name",
        "entity_source_url": "https://github.com/lightpanda-io/browser",
        "extractor_version": "github-observer-v2",
        "field": "version",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Gold",
      "risk": "medium",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Browser",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "browser-automation teams",
        "AI agent builders"
      ],
      "risk_categories": [],
      "search_text": "lightpanda-io/browser lightpanda-io open_source other gold medium try_now browser-automation teams ai agent builders",
      "material_mover": false
    },
    {
      "id": "evt_081bf31504e95ad7665d",
      "entity_id": "gh:lightpanda-io/browser",
      "item_url": "/item/lightpanda-io-browser/",
      "title": "lightpanda-io/browser",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T10:17:28.381918Z",
      "before": 31953,
      "after": 31954,
      "explanation": "Source-observed stars changed: 31953 → 31954. 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_1a31456be79b9ceb21241f1e",
        "after_observed_at": "2026-07-17T10:17:28.381918Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_d76f85c33b98e17809dcd2a9",
        "before_observed_at": "2026-07-17T09:45:55.725732Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/lightpanda-io/browser",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Gold",
      "risk": "medium",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Browser",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "browser-automation teams",
        "AI agent builders"
      ],
      "risk_categories": [],
      "search_text": "lightpanda-io/browser lightpanda-io open_source other gold medium try_now browser-automation teams ai agent builders",
      "material_mover": false
    },
    {
      "id": "evt_b5c4cf4aafaa9026f664",
      "entity_id": "gh:lightpanda-io/browser",
      "item_url": "/item/lightpanda-io-browser/",
      "title": "lightpanda-io/browser",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T09:45:55.725732Z",
      "before": 31791,
      "after": 31953,
      "explanation": "Stars changed: 31791 → 31953.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "medium",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Browser",
      "section": "Browser Automation",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "browser-automation teams",
        "AI agent builders"
      ],
      "risk_categories": [],
      "search_text": "lightpanda-io/browser lightpanda-io open_source other gold medium try_now browser-automation teams ai agent builders",
      "material_mover": false
    }
  ]
}
