{
  "schema_version": "1.0.0",
  "verification_stage_contract": "bounded-workflow-v2",
  "entity_id": "gh:embabel/embabel-agent",
  "points": [
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4079,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-20T02:39:45Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.0.0",
      "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_40c8a92664afb0f5dc81e395",
        "version": "obs_fdb99599aeb6904941599b01",
        "last_release_at": "obs_5f9eb27259e357a5dd8f0ae2",
        "last_release_url": "obs_8547cbca37294ee47eb3f7f5",
        "pushed_at": "obs_7a23378ef671c75b9148df94",
        "archived": "obs_0b9c9918e2804376ee52ea87",
        "default_branch": "obs_21263d988c651df223deee63",
        "default_branch_updated_at": "obs_f222f3678d2c26a6e1cd9c6a",
        "maintenance_status": "obs_551e6c2e949e22ea2679ad75",
        "momentum": "obs_6f021cb3a5bc60472361fa57",
        "repository_topics": "obs_4a78bc344dfc353b530706e8",
        "integrations": "obs_c4bd85ec031b7f4a7dfa62e6",
        "integration_fingerprint": "obs_821c934fb3b4e03fad74d46a",
        "deployment_models": "obs_55da04b41bb9249097384285",
        "extensibility": "obs_d1e65f27710e42e5d89d280a"
      },
      "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"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4125,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-20T02:39:45Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.0.0",
      "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_ca6c8a3e38ef7b8866d5af9c",
        "version": "obs_d337e784e83209d9e9bf143d",
        "last_release_at": "obs_68fbf259efb611c3a0658c6d",
        "last_release_url": "obs_5e9fbfeff56f04ef0ed91372",
        "pushed_at": "obs_9bb044678e1735a6992b3413",
        "archived": "obs_d58d8254b86741d22493b990",
        "default_branch": "obs_60a12ccf4ea806a6a860761d",
        "default_branch_updated_at": "obs_ee0848da1f103379b9229077",
        "maintenance_status": "obs_650a02339472234ec301e3e4",
        "momentum": "obs_923240fefb7556d13f61e797",
        "repository_topics": "obs_855226344e0e5a4448cd4260",
        "integrations": "obs_e17b1d85df536b34a2946c22",
        "integration_fingerprint": "obs_7364b6eccfb6afaa6f315fc3",
        "deployment_models": "obs_1569085cfdba800aa5a17752",
        "extensibility": "obs_2d8af5f3d2e6be873f1029a6"
      },
      "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"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4192,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.0",
      "last_release_at": "2026-08-11T23:06:59Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.0",
      "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_5730cae61912c251218f7966",
        "version": "obs_f9db608b49d8152c2f6721fe",
        "last_release_at": "obs_55825a318f0d7e37ccfedc4b",
        "last_release_url": "obs_7e991ae9f4082117e9c4fb9c",
        "pushed_at": "obs_4d99c8bb4fb1e492b680962d",
        "archived": "obs_6562ff31a4ee2d063c34b6da",
        "default_branch": "obs_7d7cf08a2af9c04274f6b332",
        "default_branch_updated_at": "obs_2f97a7dc01b0a9f92d45b6df",
        "maintenance_status": "obs_112e475c18602bfae828de5b",
        "momentum": "obs_ef019d896cee322556939ebd",
        "repository_topics": "obs_a34970597dfa0ea26b2bc2f3",
        "integrations": "obs_90ef5555914f775feb539c0b",
        "integration_fingerprint": "obs_eea60354d1a10464a25d17c8",
        "deployment_models": "obs_861cb0ae25537e37faacb7d0",
        "extensibility": "obs_b49d70ce83d9e8ce8f29a88d"
      },
      "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"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4281,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.0",
      "last_release_at": "2026-08-11T23:06:59Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.0",
      "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_65ea27aa21180e4644a5b7fa",
        "version": "obs_541684177857f6d794eb8ade",
        "last_release_at": "obs_135962f27f2835520edfd5ae",
        "last_release_url": "obs_e9318e5e5fb4fa6a32272ef0",
        "pushed_at": "obs_dda13634e53e3d0433beee10",
        "archived": "obs_5e7f6755a05b0c2b55d36c60",
        "default_branch": "obs_edaac4104fb534ce4ca43401",
        "default_branch_updated_at": "obs_3624e1bf04dfe3e08d8e021e",
        "maintenance_status": "obs_9177dd4afa75e12b3117d308",
        "momentum": "obs_b7b0ca4b87078e899df79d8b",
        "repository_topics": "obs_b56ebc609e86c9c6b6c1780d",
        "integrations": "obs_4bf0862fb14dea4b83658f0f",
        "integration_fingerprint": "obs_ac10a5962a2e127075d28a32",
        "deployment_models": "obs_15113f51c8f09fa5d2bc6e54",
        "extensibility": "obs_072932e331ee263a6ab928c9"
      },
      "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"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4290,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.0",
      "last_release_at": "2026-08-11T23:06:59Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.0",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-14T12:38:50.215537Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_bb8fc9cad1fe1e4b69ce1e43",
        "version": "obs_e1bea68116f7eb6d6fa35874",
        "last_release_at": "obs_eb46c6c01cc8934868973684",
        "last_release_url": "obs_ddbc272188c39a1ceb331bfa",
        "pushed_at": "obs_3a29798911d107aa4f9a73a7",
        "archived": "obs_2fdf2c9c8040f862be5944af",
        "default_branch": "obs_04b410c36316d787237a911d",
        "default_branch_updated_at": "obs_2b30032ab8e3f1f733ced533",
        "maintenance_status": "obs_4b823057a2bdc5b07224eda1",
        "momentum": "obs_fe403af3c165691a3daa890d",
        "repository_topics": "obs_c5ee002fb538936ee7412f8a",
        "integrations": "obs_ca9f06d132ce1e7325c24719",
        "integration_fingerprint": "obs_a8df8e7e0d5b13bdca030e0a",
        "deployment_models": "obs_a5e4a1b7dc7e9e4a780000bf",
        "extensibility": "obs_92a592dfcfee0c044244b6bd"
      },
      "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": "2026-08-14"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4290,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.0",
      "last_release_at": "2026-08-11T23:06:59Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.0",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-14T12:38:50.215537Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_bb8fc9cad1fe1e4b69ce1e43",
        "version": "obs_e1bea68116f7eb6d6fa35874",
        "last_release_at": "obs_eb46c6c01cc8934868973684",
        "last_release_url": "obs_ddbc272188c39a1ceb331bfa",
        "pushed_at": "obs_3a29798911d107aa4f9a73a7",
        "archived": "obs_2fdf2c9c8040f862be5944af",
        "default_branch": "obs_04b410c36316d787237a911d",
        "default_branch_updated_at": "obs_2b30032ab8e3f1f733ced533",
        "maintenance_status": "obs_4b823057a2bdc5b07224eda1",
        "momentum": "obs_fe403af3c165691a3daa890d",
        "repository_topics": "obs_c5ee002fb538936ee7412f8a",
        "integrations": "obs_ca9f06d132ce1e7325c24719",
        "integration_fingerprint": "obs_a8df8e7e0d5b13bdca030e0a",
        "deployment_models": "obs_a5e4a1b7dc7e9e4a780000bf",
        "extensibility": "obs_92a592dfcfee0c044244b6bd"
      },
      "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": "2026-08-15"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4295,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.0",
      "last_release_at": "2026-08-11T23:06:59Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.0",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-17T10:17:27.783425Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_063ab6a9dd921e596af762ba",
        "version": "obs_19ffc80ee85d584b13197847",
        "last_release_at": "obs_f9d3aef69a204c76a7423bd1",
        "last_release_url": "obs_cfa462d1198adf29fa9b585d",
        "pushed_at": "obs_1b42c6b33c1640c49a298423",
        "archived": "obs_e23b118dc98b8d85e8ea2054",
        "default_branch": "obs_e8908d45ca79e0b895aa1a7e",
        "default_branch_updated_at": "obs_dcf8215ae86ec5255bfb6656",
        "maintenance_status": "obs_20238080901abbcbc7b0e7d5",
        "momentum": "obs_330d240b036546b8c835286c",
        "repository_topics": "obs_a4f0971259b9d7a5a6a836f2",
        "integrations": "obs_7d0afc1a6e351353efe9c6c7",
        "integration_fingerprint": "obs_bef2941894d6f19816b4cf29",
        "deployment_models": "obs_50f8bb5a6f5f1e61d854b3ee",
        "extensibility": "obs_b4e6032863d2e539b6190b6f"
      },
      "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": "2026-08-17"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4303,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.0",
      "last_release_at": "2026-08-11T23:06:59Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.0",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-18T10:17:33.699174Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_caef2626a3be302146878a6b",
        "version": "obs_af87b559efc8fb7b07c0518c",
        "last_release_at": "obs_95b0abcf8beba093e4406d55",
        "last_release_url": "obs_b623a3174945ca46b6ba76c2",
        "pushed_at": "obs_e1ab44d239e9c86083377cf0",
        "archived": "obs_c862d2935f9704ade63e4c47",
        "default_branch": "obs_8f1d52e063548b703dd480ec",
        "default_branch_updated_at": "obs_f47ea18d736860889cfbb060",
        "maintenance_status": "obs_238b0419045d5ec947820f11",
        "momentum": "obs_475111e8dd2f6df754cfc086",
        "repository_topics": "obs_42ba0484171e3621be56d4e7",
        "integrations": "obs_4e53b2c0da5ffed70702e843",
        "integration_fingerprint": "obs_b58629dc947584654b7f139e",
        "deployment_models": "obs_1834f826132fba18100ed4a4",
        "extensibility": "obs_2478a959862d7b3b7b161c20"
      },
      "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": "2026-08-18"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4303,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.0",
      "last_release_at": "2026-08-11T23:06:59Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.0",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-18T10:17:33.699174Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_caef2626a3be302146878a6b",
        "version": "obs_af87b559efc8fb7b07c0518c",
        "last_release_at": "obs_95b0abcf8beba093e4406d55",
        "last_release_url": "obs_b623a3174945ca46b6ba76c2",
        "pushed_at": "obs_e1ab44d239e9c86083377cf0",
        "archived": "obs_c862d2935f9704ade63e4c47",
        "default_branch": "obs_8f1d52e063548b703dd480ec",
        "default_branch_updated_at": "obs_f47ea18d736860889cfbb060",
        "maintenance_status": "obs_238b0419045d5ec947820f11",
        "momentum": "obs_475111e8dd2f6df754cfc086",
        "repository_topics": "obs_42ba0484171e3621be56d4e7",
        "integrations": "obs_4e53b2c0da5ffed70702e843",
        "integration_fingerprint": "obs_b58629dc947584654b7f139e",
        "deployment_models": "obs_1834f826132fba18100ed4a4",
        "extensibility": "obs_2478a959862d7b3b7b161c20"
      },
      "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": "2026-08-19"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4303,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.0",
      "last_release_at": "2026-08-11T23:06:59Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.0",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-18T10:17:33.699174Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_caef2626a3be302146878a6b",
        "version": "obs_af87b559efc8fb7b07c0518c",
        "last_release_at": "obs_95b0abcf8beba093e4406d55",
        "last_release_url": "obs_b623a3174945ca46b6ba76c2",
        "pushed_at": "obs_e1ab44d239e9c86083377cf0",
        "archived": "obs_c862d2935f9704ade63e4c47",
        "default_branch": "obs_8f1d52e063548b703dd480ec",
        "default_branch_updated_at": "obs_f47ea18d736860889cfbb060",
        "maintenance_status": "obs_238b0419045d5ec947820f11",
        "momentum": "obs_475111e8dd2f6df754cfc086",
        "repository_topics": "obs_42ba0484171e3621be56d4e7",
        "integrations": "obs_4e53b2c0da5ffed70702e843",
        "integration_fingerprint": "obs_b58629dc947584654b7f139e",
        "deployment_models": "obs_1834f826132fba18100ed4a4",
        "extensibility": "obs_2478a959862d7b3b7b161c20"
      },
      "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": "2026-08-20"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4324,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.0",
      "last_release_at": "2026-08-11T23:06:59Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.0",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-21T10:18:14.478827Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_924e048e449f240116b4077a",
        "version": "obs_41b3d5db930af6dd9839e165",
        "last_release_at": "obs_963933a28c057b213efa8082",
        "last_release_url": "obs_7ec1b6487da618ce82560be6",
        "pushed_at": "obs_df9346a21c7fa645aa95f89c",
        "archived": "obs_7b73b6746e4a1154735a830c",
        "default_branch": "obs_8f2f24c86d35df63e4933d4c",
        "default_branch_updated_at": "obs_d701e42c7da624fa9b11f77e",
        "maintenance_status": "obs_6185764a1f487a81d075ed0c",
        "momentum": "obs_bf2525d85dd7f4cfedbe2777",
        "repository_topics": "obs_ebb5c50cea60708f29b64803",
        "integrations": "obs_00734d0ff85f3d3a9b203cf3",
        "integration_fingerprint": "obs_9849bd4bcfda5b61771ed627",
        "deployment_models": "obs_ba11363a6d3d8750fc4524b9",
        "extensibility": "obs_1c8c0dda564bffb64fff46d9"
      },
      "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": "2026-08-21"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "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": "2026-08-25"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4386,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.1",
      "last_release_at": "2026-08-24T20:46:19Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.1",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-26T18:12:12.074447Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_cea48276e65d31a1c47ee0ed",
        "version": "obs_44dab6df4730692519a70a55",
        "last_release_at": "obs_a79a74bab7a7c9441bf9caac",
        "last_release_url": "obs_97a20711d651ef1e37383980",
        "pushed_at": "obs_8cede8010be0080f5cfe2d8b",
        "archived": "obs_043163c5796b1b50f29a7341",
        "default_branch": "obs_0a569064181e1ca81287c3f6",
        "default_branch_updated_at": "obs_2a73a17fee091ef48b5974c0",
        "maintenance_status": "obs_d10d4c5609d1eee133858e47",
        "momentum": "obs_7b0e81fc08d53a520fb0a78e",
        "repository_topics": "obs_ad2f37464460d544c552b1af",
        "integrations": "obs_8c2c651b10ce749d765a09a3",
        "integration_fingerprint": "obs_fd541d4f83c55aaf158819ec",
        "deployment_models": "obs_068dc6af3272fbae72036c87",
        "extensibility": "obs_78647a000df661fd98795aa6"
      },
      "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": "2026-08-26"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4386,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.1",
      "last_release_at": "2026-08-24T20:46:19Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.1",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-26T18:12:12.074447Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_cea48276e65d31a1c47ee0ed",
        "version": "obs_44dab6df4730692519a70a55",
        "last_release_at": "obs_a79a74bab7a7c9441bf9caac",
        "last_release_url": "obs_97a20711d651ef1e37383980",
        "pushed_at": "obs_8cede8010be0080f5cfe2d8b",
        "archived": "obs_043163c5796b1b50f29a7341",
        "default_branch": "obs_0a569064181e1ca81287c3f6",
        "default_branch_updated_at": "obs_2a73a17fee091ef48b5974c0",
        "maintenance_status": "obs_d10d4c5609d1eee133858e47",
        "momentum": "obs_7b0e81fc08d53a520fb0a78e",
        "repository_topics": "obs_ad2f37464460d544c552b1af",
        "integrations": "obs_8c2c651b10ce749d765a09a3",
        "integration_fingerprint": "obs_fd541d4f83c55aaf158819ec",
        "deployment_models": "obs_068dc6af3272fbae72036c87",
        "extensibility": "obs_78647a000df661fd98795aa6"
      },
      "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": "2026-08-28"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4386,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.1",
      "last_release_at": "2026-08-24T20:46:19Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.1",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-26T18:12:12.074447Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_cea48276e65d31a1c47ee0ed",
        "version": "obs_44dab6df4730692519a70a55",
        "last_release_at": "obs_a79a74bab7a7c9441bf9caac",
        "last_release_url": "obs_97a20711d651ef1e37383980",
        "pushed_at": "obs_8cede8010be0080f5cfe2d8b",
        "archived": "obs_043163c5796b1b50f29a7341",
        "default_branch": "obs_0a569064181e1ca81287c3f6",
        "default_branch_updated_at": "obs_2a73a17fee091ef48b5974c0",
        "maintenance_status": "obs_d10d4c5609d1eee133858e47",
        "momentum": "obs_7b0e81fc08d53a520fb0a78e",
        "repository_topics": "obs_ad2f37464460d544c552b1af",
        "integrations": "obs_8c2c651b10ce749d765a09a3",
        "integration_fingerprint": "obs_fd541d4f83c55aaf158819ec",
        "deployment_models": "obs_068dc6af3272fbae72036c87",
        "extensibility": "obs_78647a000df661fd98795aa6"
      },
      "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": "2026-08-29"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4407,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.1",
      "last_release_at": "2026-08-24T20:46:19Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.1",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-30T11:11:30.055674Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_c31cdff7c393283b82a9ec23",
        "version": "obs_310286295ea7391d820e47eb",
        "last_release_at": "obs_878910d094d40eec0832cd13",
        "last_release_url": "obs_ea0fde048e6a3d9699f418c9",
        "pushed_at": "obs_e968dc2962e88b3fa4284789",
        "archived": "obs_8541ff32f5da5288cff1c580",
        "default_branch": "obs_a619b295bacdc01695405cf6",
        "default_branch_updated_at": "obs_2b4f303610bb10c4b0ea566f",
        "maintenance_status": "obs_6eeabfd4da4bb26c6242de8d",
        "momentum": "obs_9dd161171c631f6a18a56713",
        "repository_topics": "obs_aa558631db3cb1869790398e",
        "integrations": "obs_5c1e3dc55dbbbd3d5f5ee693",
        "integration_fingerprint": "obs_1649485234a6334f0be05342",
        "deployment_models": "obs_dd8741c36143a0b973371db8",
        "extensibility": "obs_41adf8166655d0cfd0283bdd"
      },
      "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": "2026-08-30"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4412,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.1",
      "last_release_at": "2026-08-24T20:46:19Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.1",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-01T19:29:45.039717Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_22ff4aa379203bcc2c8a9a15",
        "version": "obs_8789ea05708de9cc9c3818a5",
        "last_release_at": "obs_86eb5cf5b8e7a0fae73f6351",
        "last_release_url": "obs_67a9608714c9848dba369e89",
        "pushed_at": "obs_3889a096b19e65dbdeaea0eb",
        "archived": "obs_abe763305accf7549afdad9f",
        "default_branch": "obs_e851ba3a4ea43a1e5195819b",
        "default_branch_updated_at": "obs_5e4721cd7253c0e880bf5ca4",
        "maintenance_status": "obs_c7b0556f79d0627a5391ae69",
        "momentum": "obs_756b0d85988a7dfcd181948c",
        "repository_topics": "obs_df6ace4dcf96042920c66300",
        "integrations": "obs_185b2e01818b0e83cd35de93",
        "integration_fingerprint": "obs_237af4a3d13888d42d806d55",
        "deployment_models": "obs_fd2db7aac83c35eba45f1e6e",
        "extensibility": "obs_e05edf2b95fed6754cc34fbb"
      },
      "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": "2026-09-01"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4412,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.1",
      "last_release_at": "2026-08-24T20:46:19Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.1",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-01T19:29:45.039717Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_22ff4aa379203bcc2c8a9a15",
        "version": "obs_8789ea05708de9cc9c3818a5",
        "last_release_at": "obs_86eb5cf5b8e7a0fae73f6351",
        "last_release_url": "obs_67a9608714c9848dba369e89",
        "pushed_at": "obs_3889a096b19e65dbdeaea0eb",
        "archived": "obs_abe763305accf7549afdad9f",
        "default_branch": "obs_e851ba3a4ea43a1e5195819b",
        "default_branch_updated_at": "obs_5e4721cd7253c0e880bf5ca4",
        "maintenance_status": "obs_c7b0556f79d0627a5391ae69",
        "momentum": "obs_756b0d85988a7dfcd181948c",
        "repository_topics": "obs_df6ace4dcf96042920c66300",
        "integrations": "obs_185b2e01818b0e83cd35de93",
        "integration_fingerprint": "obs_237af4a3d13888d42d806d55",
        "deployment_models": "obs_fd2db7aac83c35eba45f1e6e",
        "extensibility": "obs_e05edf2b95fed6754cc34fbb"
      },
      "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": "2026-09-02"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "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": "2026-09-03"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4418,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.1",
      "last_release_at": "2026-08-24T20:46:19Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.1",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-04T19:00:49.017076Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_c75fdc82135421fe78e0571f",
        "version": "obs_2126e9f71815e9da1b31ed75",
        "last_release_at": "obs_375cca1066ceab41b34eb55e",
        "last_release_url": "obs_2123d8f47f483234fc95c291",
        "pushed_at": "obs_6a1d80d24a8dd496f51e67d6",
        "archived": "obs_da9f21ac816eba2e7881e771",
        "default_branch": "obs_4cea1bb3c42f3574812407b9",
        "default_branch_updated_at": "obs_b0b82d0fb161b0c5b6ab9934",
        "maintenance_status": "obs_88616b93f88b12ac070631c1",
        "momentum": "obs_dd475520b241a1a91646ea8f",
        "repository_topics": "obs_4171dc98b02b6f7e37e148df",
        "integrations": "obs_89d1ce5b98fd96a9d5c5605f",
        "integration_fingerprint": "obs_275741ab4eef1b1ab1dde46b",
        "deployment_models": "obs_b5a976ec03b734b314547102",
        "extensibility": "obs_708c13b4b0bfe09540c3b769"
      },
      "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": "2026-09-04"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4418,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.1",
      "last_release_at": "2026-08-24T20:46:19Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.1",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-04T19:00:49.017076Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_c75fdc82135421fe78e0571f",
        "version": "obs_2126e9f71815e9da1b31ed75",
        "last_release_at": "obs_375cca1066ceab41b34eb55e",
        "last_release_url": "obs_2123d8f47f483234fc95c291",
        "pushed_at": "obs_6a1d80d24a8dd496f51e67d6",
        "archived": "obs_da9f21ac816eba2e7881e771",
        "default_branch": "obs_4cea1bb3c42f3574812407b9",
        "default_branch_updated_at": "obs_b0b82d0fb161b0c5b6ab9934",
        "maintenance_status": "obs_88616b93f88b12ac070631c1",
        "momentum": "obs_dd475520b241a1a91646ea8f",
        "repository_topics": "obs_4171dc98b02b6f7e37e148df",
        "integrations": "obs_89d1ce5b98fd96a9d5c5605f",
        "integration_fingerprint": "obs_275741ab4eef1b1ab1dde46b",
        "deployment_models": "obs_b5a976ec03b734b314547102",
        "extensibility": "obs_708c13b4b0bfe09540c3b769"
      },
      "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": "2026-09-05"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "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": "2026-09-07"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4426,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.1",
      "last_release_at": "2026-08-24T20:46:19Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.1",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-08T05:09:03.158117Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_894b144254af8074904810c9",
        "version": "obs_ba2f21ced0948043c914f370",
        "last_release_at": "obs_fe2c9eb2bdc44f0cca821d4e",
        "last_release_url": "obs_0885b8d02351ac71d3ff527c",
        "pushed_at": "obs_beda76e6d35125e6f1a6558e",
        "archived": "obs_954822c4d436a46accac2820",
        "default_branch": "obs_86e3ed5fe4e1b9fa5d5cd160",
        "default_branch_updated_at": "obs_9bd93e9d80a3a0b6b1ab978b",
        "maintenance_status": "obs_1350a3eb547048418f87f72f",
        "momentum": "obs_673b235c329e6b12d5fc7064",
        "repository_topics": "obs_5b26d60cfebbffb1c4fa0910",
        "integrations": "obs_eff021ed657cec5d40a8ef79",
        "integration_fingerprint": "obs_1c58a70fb702b04799fff7d2",
        "deployment_models": "obs_9be78469464fad899d6c1900",
        "extensibility": "obs_d8a61562a473d049d4fd3a56"
      },
      "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": "2026-09-08"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4441,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.1",
      "last_release_at": "2026-08-24T20:46:19Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.1",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-11T09:31:02.897429Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_33dfb2df452f3af84a0c50f4",
        "version": "obs_a8d5e3c1cb8d751bf44faa54",
        "last_release_at": "obs_1eafc387dfa71728580c1c4f",
        "last_release_url": "obs_b8b7fb11e06a6e46ba141ddd",
        "pushed_at": "obs_6d7715d85564cbbbfbd771d0",
        "archived": "obs_ccaa2da6a419d6aea678ae86",
        "default_branch": "obs_60bd140a10e68ae589e8d7aa",
        "default_branch_updated_at": "obs_65cb47565058f473f435223e",
        "maintenance_status": "obs_b05d29c05c21aa25effe604c",
        "momentum": "obs_be65dde629ac37676e24998c",
        "repository_topics": "obs_218f7e97e1b424892043c9ec",
        "integrations": "obs_f6f9de079b518fc203c5f8f8",
        "integration_fingerprint": "obs_c1e7fbf7772a001adc811d0f",
        "deployment_models": "obs_502bbb0d3d26b2aff838eb6e",
        "extensibility": "obs_635bd22a60f807b10b2c2c5b"
      },
      "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": "2026-09-11"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4441,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.1",
      "last_release_at": "2026-08-24T20:46:19Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.1",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-12T17:04:32.267494Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_7411c84906868cd763e9914f",
        "version": "obs_aa2ff09cdb0d5fe4c90c4308",
        "last_release_at": "obs_2364693e738121e1b79c34d5",
        "last_release_url": "obs_7cf3401cdd6d0f9691e2a4b1",
        "pushed_at": "obs_bc8d28c7955feeca539082f1",
        "archived": "obs_7906927dd5ec5a2274c9561e",
        "default_branch": "obs_7a72ac06730df55484717f61",
        "default_branch_updated_at": "obs_530b24b4bc654403228aeef6",
        "maintenance_status": "obs_8f5edc79ca4e24a09992436b",
        "momentum": "obs_7a5be8fcba5ff75d8063f2d3",
        "repository_topics": "obs_02a756e05f869f27b282bc6b",
        "integrations": "obs_deb8583f7453c0ef0e26f59a",
        "integration_fingerprint": "obs_2ea47e509b104623ed2e0936",
        "deployment_models": "obs_92d415619fe0c16e20c710f3",
        "extensibility": "obs_026b0ae0017c541c34270dc3"
      },
      "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": "2026-09-12"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4441,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.1",
      "last_release_at": "2026-08-24T20:46:19Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.1",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-13T05:04:21.529456Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_7bb9b07405b37b9f4b016072",
        "version": "obs_8196afb5bc297f704754ab04",
        "last_release_at": "obs_344595b7f87b8f108734f474",
        "last_release_url": "obs_a06cb59039124a11ee7968a3",
        "pushed_at": "obs_6b6d5bb9b6707899fffd244a",
        "archived": "obs_033171c4556b01a36533f230",
        "default_branch": "obs_aca5bace936c28a89bb8da14",
        "default_branch_updated_at": "obs_6231edb7f8fdde8f1f19d43e",
        "maintenance_status": "obs_dd4d1d0161ad2e5bff9823a2",
        "momentum": "obs_12c5aad2d16510d69df040dd",
        "repository_topics": "obs_26ff29aa6e460e454bfec37c",
        "integrations": "obs_a76d86ccec06600e7cb5d94a",
        "integration_fingerprint": "obs_bc07740b2a2a8bcf2a9283bd",
        "deployment_models": "obs_f74e8147e501bb08f02db19b",
        "extensibility": "obs_21eae55ae013087752212089"
      },
      "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": "2026-09-13"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4448,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.1",
      "last_release_at": "2026-08-24T20:46:19Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.1",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-15T11:46:09.382347Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_7f4a76fef9411884831b60ea",
        "version": "obs_0cbc6ca7333be8a5ec58b650",
        "last_release_at": "obs_cba7cb1afbec7b3c82008017",
        "last_release_url": "obs_ef7642498115a6b739a32dd9",
        "pushed_at": "obs_87d26ff7c3489921768bd100",
        "archived": "obs_7656d1edde10dd7971c810a1",
        "default_branch": "obs_6a0bcd51f8ecb9c645be7d5c",
        "default_branch_updated_at": "obs_8e607c93e909531438712e02",
        "maintenance_status": "obs_e5b026d68a434b4b762b01ff",
        "momentum": "obs_ba2a7debdae168283771a64e",
        "repository_topics": "obs_3d275d40c23b1feca488e4e7",
        "integrations": "obs_2990ab1f4678743127f8c7a9",
        "integration_fingerprint": "obs_392729619fca028aa0e2cb73",
        "deployment_models": "obs_3f6eabd5005ed6c66975b111",
        "extensibility": "obs_53155f629efa3bb63bd686dd"
      },
      "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": "2026-09-15"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4451,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.2",
      "last_release_at": "2026-09-16T07:40:40Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-17T21:45:13.795340Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_d3ab6732153305a54fd80d47",
        "version": "obs_ac04a30796d6a62810a563c4",
        "last_release_at": "obs_54e1c3d96c96959d6d4841b7",
        "last_release_url": "obs_195ba5d56a98d84b5b0eb768",
        "pushed_at": "obs_a0308124f61a62697bd16a5a",
        "archived": "obs_8096dead0c159e8a6922cc68",
        "default_branch": "obs_23da7f56ac4c33a4fe154b0a",
        "default_branch_updated_at": "obs_c242f4ab56f59682ad09df6e",
        "maintenance_status": "obs_1728bce19516294b61ebbf0c",
        "momentum": "obs_84790d8c3ae1bc71cba7ab3c",
        "repository_topics": "obs_4dba656273a78c05e7fe079d",
        "integrations": "obs_e116a645ccbc514d1b51fd77",
        "integration_fingerprint": "obs_1923203396a37b52f1b21155",
        "deployment_models": "obs_2585d033648a52bf7dfce6f1",
        "extensibility": "obs_5fab2c195318537f5bd20cb3"
      },
      "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": "2026-09-17"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4454,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.2",
      "last_release_at": "2026-09-16T07:40:40Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-19T17:06:40.081307Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_278ebbad51570a9bb86f30a4",
        "version": "obs_40840645bbfdbfb13a3167ae",
        "last_release_at": "obs_cafa86ae04bd5737199a0de9",
        "last_release_url": "obs_2e64e42db18366b6399b029e",
        "pushed_at": "obs_fb48566ffc2991d58c7fc748",
        "archived": "obs_73b4ea7513dce88e4438829c",
        "default_branch": "obs_91db52b2126c139c503314ea",
        "default_branch_updated_at": "obs_2bea498d3395383c0396fe2e",
        "maintenance_status": "obs_d45b85dbbc8214d2c50f0025",
        "momentum": "obs_befcff1d43b0cd653de0a814",
        "repository_topics": "obs_2a61b3c51557f19cc233c22f",
        "integrations": "obs_dddf610a1bada217410336f3",
        "integration_fingerprint": "obs_1703fa65892dfb4650d2b042",
        "deployment_models": "obs_4a2d70edc24b75efd7d9e528",
        "extensibility": "obs_a3cdb2c1393892cfe5e6bad8"
      },
      "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": "2026-09-19"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4456,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.2",
      "last_release_at": "2026-09-16T07:40:40Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-20T17:06:32.868873Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_8ef4a90b666a3ca4aa67e374",
        "version": "obs_9d35db22b1fc496582a6eb84",
        "last_release_at": "obs_20d7fdba07361a61d427de4a",
        "last_release_url": "obs_87d88edb760bd9e0a735f01b",
        "pushed_at": "obs_610a538fe5571ac005d7eb11",
        "archived": "obs_3ea0b1853c58d83c86d37665",
        "default_branch": "obs_52508d98778b52341c51f6c5",
        "default_branch_updated_at": "obs_d39c1e3756329fbd1035c143",
        "maintenance_status": "obs_c40c1a8ceeacb85e4f58b118",
        "momentum": "obs_3417a9a668c50dcbb5f09a65",
        "repository_topics": "obs_83d179f4532fcba14c34f80a",
        "integrations": "obs_187c4ca684fcc572a4818980",
        "integration_fingerprint": "obs_84519498da45d2310f99ad4c",
        "deployment_models": "obs_baffd2134ec4b229a736f5d3",
        "extensibility": "obs_4084d40c12ce913a73cc08b0"
      },
      "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": "2026-09-20"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4459,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.2",
      "last_release_at": "2026-09-16T07:40:40Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-21T23:47:16.337043Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_d1859b34c8a75fce29162291",
        "version": "obs_5eb9610f0a92d446fede0db0",
        "last_release_at": "obs_329344c272eeb048cbb622b8",
        "last_release_url": "obs_58f9660eea4c4eb526046ab8",
        "pushed_at": "obs_c1f05f7f089fe4693b9ed9b7",
        "archived": "obs_494faa84404a17a4c390519f",
        "default_branch": "obs_bb7bb543f5411122320e1457",
        "default_branch_updated_at": "obs_4def3f15caa965a19b2fbd2f",
        "maintenance_status": "obs_f58f711f48b2388f12e6e245",
        "momentum": "obs_9ba7c40d0d771c0f679de0ba",
        "repository_topics": "obs_cc916b470ee4165e1f61b38e",
        "integrations": "obs_9190817abc29640a1f8cd79e",
        "integration_fingerprint": "obs_bd47c1e2ea0310ae2a12b3ad",
        "deployment_models": "obs_c424c6b44f4ae95f2457083c",
        "extensibility": "obs_1c7ebfa86d8388c20b5bfaf6"
      },
      "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": "2026-09-21"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4461,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.2",
      "last_release_at": "2026-09-16T07:40:40Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-22T17:06:39.688103Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_c04cd6a7da9d76c57af7f766",
        "version": "obs_91b3cade974ba11c41517036",
        "last_release_at": "obs_cfe1e1d2220c617a85843702",
        "last_release_url": "obs_6727e68afa08cb4dfac1b8ca",
        "pushed_at": "obs_79f6e904fa6f19a8db4aa8fd",
        "archived": "obs_a053266ea078921711d6cbff",
        "default_branch": "obs_8e267f65262b5cefdf28c75b",
        "default_branch_updated_at": "obs_f6fe33742519668cdbfd96ce",
        "maintenance_status": "obs_435a81ab03fda0cc8fcfbb43",
        "momentum": "obs_3b2c6e25896304f25cbbaa94",
        "repository_topics": "obs_17aa2c84c9e70b822c3d6315",
        "integrations": "obs_b62761c992ad0bab904d6070",
        "integration_fingerprint": "obs_57b2e64a9569883c436c9da5",
        "deployment_models": "obs_7aec8e9474027d39bf80d094",
        "extensibility": "obs_effa721764cc33fc17d7fef2"
      },
      "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": "2026-09-22"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4462,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.2",
      "last_release_at": "2026-09-16T07:40:40Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-23T19:48:29.703424Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_03ff0d3605b36b81c3a27ce5",
        "version": "obs_47f363eaf2bcc6bbea26d39f",
        "last_release_at": "obs_428907673bb0e82ec903e059",
        "last_release_url": "obs_0c88dc67d42cd3c36043d032",
        "pushed_at": "obs_8c2bbe498f315d15227e5241",
        "archived": "obs_3e1fb5f452dc7c278f8e05da",
        "default_branch": "obs_fe62b29f1b5f3a010a8ebdae",
        "default_branch_updated_at": "obs_f2492a91b2fefaf05b4de9d1",
        "maintenance_status": "obs_a81aa43acd55318aa6e733d6",
        "momentum": "obs_297d9041dd9dcb22a8d9bce4",
        "repository_topics": "obs_9294ea2ceb7b53d808e3fb56",
        "integrations": "obs_c2d438d764cf28beab9b42bf",
        "integration_fingerprint": "obs_751efc35be88715a444f5efc",
        "deployment_models": "obs_5f5af108095ccf0842dd76cf",
        "extensibility": "obs_5cdeb55b874db45041eccc79"
      },
      "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": "2026-09-23"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4465,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.2",
      "last_release_at": "2026-09-16T07:40:40Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-24T21:49:16.463298Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_341a0cff3c582a7c0970fae9",
        "version": "obs_36ca4417b1f80613a9a7e6ee",
        "last_release_at": "obs_24390e4ac8838f9714661ef1",
        "last_release_url": "obs_a87f3d1bb78484bdd49bc7c6",
        "pushed_at": "obs_bb09bbc4bf2c74531923c5d9",
        "archived": "obs_fa7ecdc5f636fc5748929c4d",
        "default_branch": "obs_efd03d1bb2f6a4f0b69e367d",
        "default_branch_updated_at": "obs_81e9210869cc80eaac3506cb",
        "maintenance_status": "obs_e3c5526971c2e489fc85432d",
        "momentum": "obs_e6ef2c4f46e9f5c81be973fa",
        "repository_topics": "obs_4a46cc6d3c6637d40559d23e",
        "integrations": "obs_69c82610d436584ccb815c18",
        "integration_fingerprint": "obs_90b26adf19c2c5f7b653c953",
        "deployment_models": "obs_ade581f9f20a7759c3f54c03",
        "extensibility": "obs_07cb7e5f8ffd7e73e3ebac2b"
      },
      "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": "2026-09-24"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4467,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.2",
      "last_release_at": "2026-09-16T07:40:40Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-25T13:50:57.994663Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_12ccd9b49ad3161c98156b03",
        "version": "obs_3314bc0abd86fde2b795c2c8",
        "last_release_at": "obs_7c00e5283fb720668237e3e1",
        "last_release_url": "obs_ccb3a66529b13a46ffd00ab2",
        "pushed_at": "obs_6c69e1a2ccf4d2458707e06b",
        "archived": "obs_7f314b7361c6f5423cd503ac",
        "default_branch": "obs_32cd078db0cacfe1ecf10db9",
        "default_branch_updated_at": "obs_2f49ce7c292a124258841f1e",
        "maintenance_status": "obs_4b2f326bda4e6a75b56075c8",
        "momentum": "obs_55612d1a38c4cf3fd107b6e7",
        "repository_topics": "obs_b2d5256c6eac06663fd0dab4",
        "integrations": "obs_38fb11a3266b1ab24c4c16d8",
        "integration_fingerprint": "obs_a7b707d233dc78bd86cd441c",
        "deployment_models": "obs_dea622956e22f3ca019921bf",
        "extensibility": "obs_6db23849fb1784e02e863191"
      },
      "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": "2026-09-25"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4468,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.2",
      "last_release_at": "2026-09-16T07:40:40Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-26T09:47:30.421436Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_027c4cc07217a535b0634b67",
        "version": "obs_b70eeff28390f9c7bdfed88c",
        "last_release_at": "obs_b5ca368b640d0935768f5e71",
        "last_release_url": "obs_dc467c29b604cdf843c676ae",
        "pushed_at": "obs_c4b7f805624a9f878688a2b5",
        "archived": "obs_c6c43dd0035dcd521f7c0843",
        "default_branch": "obs_338ee45c3842e80ade11edad",
        "default_branch_updated_at": "obs_9742d5c8599a70bd551ffadf",
        "maintenance_status": "obs_ce6e1de03a1990d45f6a674a",
        "momentum": "obs_c61726e1fa19aa56c528e5cd",
        "repository_topics": "obs_a24159e7a14abf9413945caa",
        "integrations": "obs_5ae318e87874ed38d2417484",
        "integration_fingerprint": "obs_91f85a7c9263e72bbd0a3b91",
        "deployment_models": "obs_0b860dbadc793d112e292f35",
        "extensibility": "obs_77465ca258b6f15ec52e18a1"
      },
      "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": "2026-09-26"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4472,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.2",
      "last_release_at": "2026-09-16T07:40:40Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-27T01:47:58.533096Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_f7da0660c12aa1638a27626a",
        "version": "obs_1006b7b25765cdde8cca7777",
        "last_release_at": "obs_d0fde5ab376612cf2f3bc4ef",
        "last_release_url": "obs_adfbfe6901ffb94b355189f7",
        "pushed_at": "obs_5efbd08971e267de1fd490ae",
        "archived": "obs_f893dfcf396a63ca00212445",
        "default_branch": "obs_b44962f075457522c638678c",
        "default_branch_updated_at": "obs_819d764845cabdb8ab252390",
        "maintenance_status": "obs_fc723f4ab7b2ad0d2825dcc3",
        "momentum": "obs_e5ea512fac3e7c5cfd2b754d",
        "repository_topics": "obs_67120b4bd1ea785bcaa15a6b",
        "integrations": "obs_d9cc09662485cc0a0b17eafc",
        "integration_fingerprint": "obs_6deb1bee51ccbfb20b733e40",
        "deployment_models": "obs_47ac2b66fe1654a4e015c610",
        "extensibility": "obs_b80838e02964608cb9909635"
      },
      "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": "2026-09-27"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4475,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.2",
      "last_release_at": "2026-09-16T07:40:40Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-28T13:47:34.707135Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_1f7dc33febd95b3876ad79e5",
        "version": "obs_427cec893b058803906c6c37",
        "last_release_at": "obs_f8de9232776c7d966e1a2221",
        "last_release_url": "obs_4657200bedbb447115e6e206",
        "pushed_at": "obs_81bfc832b18b6453cd0295f5",
        "archived": "obs_c850d360186dae5a4e20e2fb",
        "default_branch": "obs_cc328123bb88663f16a575e1",
        "default_branch_updated_at": "obs_21ded25f06c50d17dc956d6d",
        "maintenance_status": "obs_57373a3e5d55254c47fd65bf",
        "momentum": "obs_806b9e9e4d7705b055dffcec",
        "repository_topics": "obs_e0aa6b12b05cb13b13adcacd",
        "integrations": "obs_9ad4cf5fbf97d858f068400d",
        "integration_fingerprint": "obs_7777e14a4503ffd1aa957669",
        "deployment_models": "obs_254d204504edaac2a2fd0fc3",
        "extensibility": "obs_332c3cf645333633afca3591"
      },
      "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": "2026-09-28"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4477,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.2",
      "last_release_at": "2026-09-16T07:40:40Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-29T17:08:16.498456Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_4f264a25d76ec4f22f5dffa9",
        "version": "obs_f5b44265061dc4e2d9c13910",
        "last_release_at": "obs_e0c62b52e15643415acb579d",
        "last_release_url": "obs_0755aa9fbbaaa49e5102c59c",
        "pushed_at": "obs_448e63c1be1900e621d4201f",
        "archived": "obs_4135e2e6c5e60e8559811222",
        "default_branch": "obs_5a89d03fcb583731d91e4fec",
        "default_branch_updated_at": "obs_d8a66b7608b407e28f13a2bc",
        "maintenance_status": "obs_1f7095b304f2599737894798",
        "momentum": "obs_1d840303a1185e16aa5c27e4",
        "repository_topics": "obs_6bb80f81c7d02d7349ca9163",
        "integrations": "obs_198cb08fd841ceb9fa09589c",
        "integration_fingerprint": "obs_e7f1496995a223f4c2b5bcee",
        "deployment_models": "obs_38c2bfacd6b83c6c2a4fb764",
        "extensibility": "obs_50704e9215e3a72bd88e8588"
      },
      "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": "2026-09-29"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4480,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.2",
      "last_release_at": "2026-09-16T07:40:40Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-30T05:08:12.323055Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_df373dbe86cd3b70b660a430",
        "version": "obs_cd0419b92361c4f9e3221894",
        "last_release_at": "obs_670348596c61a13ca418c3b2",
        "last_release_url": "obs_64d86db05190c36aeb56b0dc",
        "pushed_at": "obs_5c832643ea0b5b20a7b54ebd",
        "archived": "obs_9ebc312ff705457552c5a94c",
        "default_branch": "obs_e7ca61ac633f107a7e1cc616",
        "default_branch_updated_at": "obs_c523ad598cfcd52d32747089",
        "maintenance_status": "obs_b53ed51f0032f5325b5ae22a",
        "momentum": "obs_8ffa3982d350391714ce76b2",
        "repository_topics": "obs_de1b6c459e771e515d0f9fa8",
        "integrations": "obs_dcfa00dbafcc5633bfdbeb1d",
        "integration_fingerprint": "obs_4832a668e561e0a07b3b3ae5",
        "deployment_models": "obs_bdec9649ee81d983fb508f54",
        "extensibility": "obs_ba13feddb560ca5f8aef4295"
      },
      "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": "2026-09-30"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4481,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.2",
      "last_release_at": "2026-09-16T07:40:40Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-10-01T21:24:16.558226Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_a35e987591651875570cdabb",
        "version": "obs_e9e550fa29e9f9b671adef12",
        "last_release_at": "obs_2cb99ed9c9b73e686d961eb8",
        "last_release_url": "obs_11829ed273dcd7cf304b9369",
        "pushed_at": "obs_7e751dde1ef958ffde5a6adc",
        "archived": "obs_54f8d42cde5897dfcc3b1817",
        "default_branch": "obs_32ba5c0e69b27759eb8f72d4",
        "default_branch_updated_at": "obs_7b4602df44336915bee3233a",
        "maintenance_status": "obs_1f022c7769afcf34d35af2d9",
        "momentum": "obs_a9a15e2cdbabce9f1f66a1b8",
        "repository_topics": "obs_12b503d06e909e84cec770b7",
        "integrations": "obs_7822d42501c5f35a192514d2",
        "integration_fingerprint": "obs_60cc59b103141d4972f2a93a",
        "deployment_models": "obs_f68a5314ad27b5e4cfe42a8c",
        "extensibility": "obs_84825addb464b0310d0d5b8c"
      },
      "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": "2026-10-01"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4484,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.2",
      "last_release_at": "2026-09-16T07:40:40Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-10-02T17:11:36.588066Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_c15eeeef2dd9db32099c807c",
        "version": "obs_7d48ee94343b4a5f0676606a",
        "last_release_at": "obs_3276c6cf089c2d416ca5be07",
        "last_release_url": "obs_00266a3279a2e3f2ab3b2f4f",
        "pushed_at": "obs_41ccd68c2e86c6c2381ad70c",
        "archived": "obs_982441c8b3352377d49c288e",
        "default_branch": "obs_b3f7cd8bc37c7858eb4ece3f",
        "default_branch_updated_at": "obs_ae8aace4e4f588e13a558bcd",
        "maintenance_status": "obs_7eed6be98f0d405e5d6fd48f",
        "momentum": "obs_cfd8e8b681b72ece9f75b85d",
        "repository_topics": "obs_afe4816cf69ee57a2aa0bc74",
        "integrations": "obs_08de3e594dd1d9a26f791fc7",
        "integration_fingerprint": "obs_9720dd034d02a9a60a8b76e4",
        "deployment_models": "obs_b7b76826c49a0ea7408fb75b",
        "extensibility": "obs_1198fe6794accd50bea41ee1"
      },
      "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": "2026-10-02"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4486,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.2",
      "last_release_at": "2026-09-16T07:40:40Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-10-03T17:13:14.190776Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_e4140c825ac9aa54c1417549",
        "version": "obs_b604a21f0efc4e6c8c1f308d",
        "last_release_at": "obs_b3c238b245553fca433fbf25",
        "last_release_url": "obs_2fbac5c814d53022d617158f",
        "pushed_at": "obs_7e696adc34f72497197ca1cf",
        "archived": "obs_6be93ec14229c44ff198025c",
        "default_branch": "obs_9b8c7b3274051111c44a430d",
        "default_branch_updated_at": "obs_db1c5c85a554fa2a5a49315c",
        "maintenance_status": "obs_a126c2c045e5b0f57ef3e234",
        "momentum": "obs_ff8a7405863355b20953c20a",
        "repository_topics": "obs_49b00448ddb546e633f0f4ce",
        "integrations": "obs_f32dcbd4adfb0ceb40db2422",
        "integration_fingerprint": "obs_1581172515b341afb53876ce",
        "deployment_models": "obs_48e53dd69af1cef28c8fa40d",
        "extensibility": "obs_998fc2a28a6edc9ecdd46a97"
      },
      "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": "2026-10-03"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4489,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.2",
      "last_release_at": "2026-09-16T07:40:40Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-10-05T17:12:19.837870Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_9eafce1c6e14b95ab624049d",
        "version": "obs_6b42d5331585fef897dda441",
        "last_release_at": "obs_54abfd535d7ca4a3a6b5ade5",
        "last_release_url": "obs_38e5dd75e66896ed74968f5e",
        "pushed_at": "obs_ae2ae6dd1ac08811b4b62c85",
        "archived": "obs_c273c58b99812f3b917af82d",
        "default_branch": "obs_9e415d9ce24069294c5c8520",
        "default_branch_updated_at": "obs_536d99b5d15c52e13debcfd9",
        "maintenance_status": "obs_adde2f62739025cd44527fb9",
        "momentum": "obs_878eb8c7462cd1faf3e02199",
        "repository_topics": "obs_f11e40f5e6855d14c066f775",
        "integrations": "obs_1ee442c9d1648a5c4551665e",
        "integration_fingerprint": "obs_5226a9fffcb4ecf813e23921",
        "deployment_models": "obs_76e6e3b521e2849ef865541b",
        "extensibility": "obs_821670997a865ca4f826c520"
      },
      "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": "2026-10-05"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4491,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.3",
      "last_release_at": "2026-10-05T18:45:52Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.3",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-10-06T17:10:49.497470Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_9682ee63e5ea3f4f95b21b2c",
        "version": "obs_5e9f90429dce597a9080f4c2",
        "last_release_at": "obs_feee22ef5ee0861765a5a620",
        "last_release_url": "obs_1075bcad7b9eabe65af8054c",
        "pushed_at": "obs_4ead22084c81bb4f06ae460c",
        "archived": "obs_b01cfc209ea2c959bfed40aa",
        "default_branch": "obs_2a3df3c7598f1af1fdd74393",
        "default_branch_updated_at": "obs_ddcf8c54613fb6ed98bf4db3",
        "maintenance_status": "obs_41b8799169545a7b2af8af12",
        "momentum": "obs_b4efbfebb346ad3dc209aece",
        "repository_topics": "obs_862ebbe95da9c15d5b173b36",
        "integrations": "obs_46220ec2453dcd59ea770d1a",
        "integration_fingerprint": "obs_db4c5a42ce0a0a712f540be2",
        "deployment_models": "obs_9eb056363a453e426272d29e",
        "extensibility": "obs_e2dc2625b58e5de33e675cf4"
      },
      "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": "2026-10-06"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4492,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.3",
      "last_release_at": "2026-10-05T18:45:52Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.3",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-10-07T17:10:55.089768Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_5a5ccce20296d3a692faafe2",
        "version": "obs_b82a04a6611be069f9757853",
        "last_release_at": "obs_1df4697d1b15ae99a1db853b",
        "last_release_url": "obs_a8f04a1a838539b57b1eb2ae",
        "pushed_at": "obs_6bc9253d8d40b0db04d5538f",
        "archived": "obs_97336f9eec7018d6ef3b036b",
        "default_branch": "obs_497d2afe20fb4b984b278e51",
        "default_branch_updated_at": "obs_10b027c70d0755c0fbe3101f",
        "maintenance_status": "obs_693380d81f67802d85a3feeb",
        "momentum": "obs_03132ff0195ea8946b35f411",
        "repository_topics": "obs_8e86ff767e58634c7472528e",
        "integrations": "obs_4c2fcc627a04f7ef88a130fc",
        "integration_fingerprint": "obs_dd351caa92ee732a05f72aff",
        "deployment_models": "obs_695e3856b14250a330c6c294",
        "extensibility": "obs_80adf5e5527f442b0389a573"
      },
      "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": "2026-10-07"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4494,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.3",
      "last_release_at": "2026-10-05T18:45:52Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.3",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-10-08T05:15:53.503430Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_922ac7bb99b16b6a4475b5ce",
        "version": "obs_834c344d52ba39fe99afd8d4",
        "last_release_at": "obs_6502addaadb2befb6531adf5",
        "last_release_url": "obs_6e45dde89e512e1a4ef824de",
        "pushed_at": "obs_41376e748083cb5b6d29346f",
        "archived": "obs_030da486b091d1c7910ffb37",
        "default_branch": "obs_23bbcc5a07f99625639b4bfd",
        "default_branch_updated_at": "obs_520a35a30bd7fcbbe5744836",
        "maintenance_status": "obs_c6437d4dde7ee5ec6fbf9bf9",
        "momentum": "obs_4b9ac3b8802c2a4734708095",
        "repository_topics": "obs_debbd1a4e5082f94bc59df4d",
        "integrations": "obs_c5e6cc1ca6613b4c35d5b73a",
        "integration_fingerprint": "obs_fa461d8cb367ef9fc6fb440c",
        "deployment_models": "obs_de3d7b1b160bcb167ce3e670",
        "extensibility": "obs_229baafe7b07aa64e79bae1d"
      },
      "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": "2026-10-08"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4500,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.3",
      "last_release_at": "2026-10-05T18:45:52Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.3",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-10-09T17:10:43.538271Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_9cfcd4036729947121ddbfd9",
        "version": "obs_057e133ccb98e60981d64c03",
        "last_release_at": "obs_100726d294be4acfc95da55c",
        "last_release_url": "obs_6c230fd3b94edbc0b0f577e7",
        "pushed_at": "obs_6103737a3e6d5f50240b3559",
        "archived": "obs_4d7e98c94196a568a795f1d1",
        "default_branch": "obs_47ee351c2faeb67c3f2966ba",
        "default_branch_updated_at": "obs_71ba5123bae2b439e690ce35",
        "maintenance_status": "obs_78c0fd53565390d43946e162",
        "momentum": "obs_adbc240d81a97d10d8b9b317",
        "repository_topics": "obs_ebb9bc2d13f7e953212a54b6",
        "integrations": "obs_f99052c3103ab8a78a13c7e8",
        "integration_fingerprint": "obs_808414de87998563bc5e2ab7",
        "deployment_models": "obs_67d089333d46a0e8d0433277",
        "extensibility": "obs_3448ceae23b84ae4c0fdac5e"
      },
      "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": "2026-10-09"
    },
    {
      "id": "gh:embabel/embabel-agent",
      "score": 8.0,
      "popularity": 4.1,
      "stars": 4502,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 6.4,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.5.3",
      "last_release_at": "2026-10-05T18:45:52Z",
      "last_release_url": "https://github.com/embabel/embabel-agent/releases/tag/v1.5.3",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-10-10T17:09:29.745535Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_27ca2d3f865ca47a4ddd7ba6",
        "version": "obs_f3d1546d7fd071fdbe2963c1",
        "last_release_at": "obs_6bfb23c2e81ea7cdd738eae0",
        "last_release_url": "obs_3401a59c6a5f668ffdfbde72",
        "pushed_at": "obs_d8adb83861d43f3af47d0b3c",
        "archived": "obs_aabe0ce0e6a028273def1716",
        "default_branch": "obs_5125250f54ac06039b9bfb22",
        "default_branch_updated_at": "obs_934e6738e380f05360cba3df",
        "maintenance_status": "obs_0ff89425f82d66fcbfd14ec3",
        "momentum": "obs_e95a54d10b8ddab229470194",
        "repository_topics": "obs_2e7e668b4fcd33578840693e",
        "integrations": "obs_02a2502b840feb312b57a954",
        "integration_fingerprint": "obs_77aae5fc0a7620eba21526e3",
        "deployment_models": "obs_a93f9d349db2705134dea372",
        "extensibility": "obs_2099f7c637ff9ad31adc3d4e"
      },
      "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": "2026-10-10"
    }
  ],
  "changes": [
    {
      "id": "evt_e70f6b78b7a920ad2e3a",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-10T17:09:29.745535Z",
      "before": 4501,
      "after": 4502,
      "explanation": "Stars changed: 4501 → 4502.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_ea0ab7b14d0d88ea0c00",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-10T05:15:01.956756Z",
      "before": 4500,
      "after": 4501,
      "explanation": "Stars changed: 4500 → 4501.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_7a98f0986b002368cdb4",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-09T17:10:43.538271Z",
      "before": 4497,
      "after": 4500,
      "explanation": "Stars changed: 4497 → 4500.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_7a60d50e2e3e2284f2f1",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-09T05:11:59.425720Z",
      "before": 4494,
      "after": 4497,
      "explanation": "Stars changed: 4494 → 4497.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_7e857689098af952a635",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-08T05:15:53.503430Z",
      "before": 4492,
      "after": 4494,
      "explanation": "Stars changed: 4492 → 4494.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_aedbee5575f194dc981f",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-07T17:10:55.089768Z",
      "before": 4491,
      "after": 4492,
      "explanation": "Stars changed: 4491 → 4492.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_c541335294d65d36fb17",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-06T11:51:05.323120Z",
      "before": 4489,
      "after": 4491,
      "explanation": "Stars changed: 4489 → 4491.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_00fcd0d9c45c4dc5f7ce",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "version_changed",
      "occurred_at": "2026-10-06T11:51:05.323120Z",
      "before": "v1.5.2",
      "after": "v1.5.3",
      "explanation": "Version changed: v1.5.2 → v1.5.3.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_2f40c1f2fd17ed87f4e5",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-05T17:12:19.837870Z",
      "before": 4486,
      "after": 4489,
      "explanation": "Stars changed: 4486 → 4489.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_4d85c20b3e2cad602b48",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-03T17:13:14.190776Z",
      "before": 4485,
      "after": 4486,
      "explanation": "Stars changed: 4485 → 4486.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_ef607523bbfddfe1c917",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-03T11:14:47.510417Z",
      "before": 4484,
      "after": 4485,
      "explanation": "Stars changed: 4484 → 4485.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_b8eea866057ab2e09d66",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-02T17:11:36.588066Z",
      "before": 4483,
      "after": 4484,
      "explanation": "Stars changed: 4483 → 4484.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_f7cd068252a5f6d9a398",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-02T13:49:49.476083Z",
      "before": 4481,
      "after": 4483,
      "explanation": "Stars changed: 4481 → 4483.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_826db0474428e4ecd663",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-01T17:20:20.713752Z",
      "before": 4480,
      "after": 4481,
      "explanation": "Stars changed: 4480 → 4481.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_a2c3a1f36ac936a0d238",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-30T05:08:12.323055Z",
      "before": 4477,
      "after": 4480,
      "explanation": "Stars changed: 4477 → 4480.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_80d582dd907576c01ad6",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-29T17:08:16.498456Z",
      "before": 4476,
      "after": 4477,
      "explanation": "Stars changed: 4476 → 4477.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_8a581ffac9c1fab7977d",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-29T05:09:59.243338Z",
      "before": 4475,
      "after": 4476,
      "explanation": "Stars changed: 4475 → 4476.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_abe4dde0e09368be0490",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-28T13:47:34.707135Z",
      "before": 4472,
      "after": 4475,
      "explanation": "Stars changed: 4472 → 4475.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_f9c2ada4497b01ded51c",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-27T01:47:58.533096Z",
      "before": 4468,
      "after": 4472,
      "explanation": "Stars changed: 4468 → 4472.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_3f377f2a3d232711054b",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-26T09:47:30.421436Z",
      "before": 4467,
      "after": 4468,
      "explanation": "Stars changed: 4467 → 4468.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_2441ed1ad1ecfc23f14b",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-25T13:50:57.994663Z",
      "before": 4465,
      "after": 4467,
      "explanation": "Stars changed: 4465 → 4467.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_1aa8b980c37eae5a099d",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-24T21:49:16.463298Z",
      "before": 4463,
      "after": 4465,
      "explanation": "Stars changed: 4463 → 4465.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_bbec2003bdd89a367222",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-24T05:09:18.096595Z",
      "before": 4462,
      "after": 4463,
      "explanation": "Stars changed: 4462 → 4463.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_5cb1650a615bd86eb2ea",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-23T19:48:29.703424Z",
      "before": 4461,
      "after": 4462,
      "explanation": "Stars changed: 4461 → 4462.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_84ff498a34b67af68d13",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-22T17:06:39.688103Z",
      "before": 4459,
      "after": 4461,
      "explanation": "Stars changed: 4459 → 4461.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_5dd8f65395f12b998f9b",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-21T21:47:01.452749Z",
      "before": 4456,
      "after": 4459,
      "explanation": "Stars changed: 4456 → 4459.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_8addd68172d89b4c936b",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-20T17:06:32.868873Z",
      "before": 4455,
      "after": 4456,
      "explanation": "Stars changed: 4455 → 4456.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_fa35abf0bd442a1aa585",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-20T05:06:31.934582Z",
      "before": 4454,
      "after": 4455,
      "explanation": "Stars changed: 4454 → 4455.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_9c0423ae22162969d9be",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-19T07:48:56.009844Z",
      "before": 4451,
      "after": 4454,
      "explanation": "Stars changed: 4451 → 4454.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_7fe1a5addad2c27b77bc",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-17T21:45:13.795340Z",
      "before": 4450,
      "after": 4451,
      "explanation": "Stars changed: 4450 → 4451.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_ae27135328cd9be8feb7",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "version_changed",
      "occurred_at": "2026-09-17T11:46:10.011992Z",
      "before": "v1.5.1",
      "after": "v1.5.2",
      "explanation": "Version changed: v1.5.1 → v1.5.2.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_27916f80a1e22bf5fc37",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-17T11:46:10.011992Z",
      "before": 4448,
      "after": 4450,
      "explanation": "Stars changed: 4448 → 4450.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_104a1fc16e4d7802763e",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-15T11:46:09.382347Z",
      "before": 4441,
      "after": 4448,
      "explanation": "Stars changed: 4441 → 4448.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_b696bdaf6559cc98202a",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-11T09:31:02.897429Z",
      "before": 4426,
      "after": 4441,
      "explanation": "Stars changed: 4426 → 4441.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_7f842028ce82feb77693",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-01T10:18:32.140826Z",
      "before": 4407,
      "after": 4412,
      "explanation": "Stars changed: 4407 → 4412.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_e281850757ae21fd9e02",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-30T11:11:30.055674Z",
      "before": 4386,
      "after": 4407,
      "explanation": "Stars changed: 4386 → 4407.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_6317fd43b71538c92888",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-26T15:00:21.701507Z",
      "before": 4385,
      "after": 4386,
      "explanation": "Stars changed: 4385 → 4386.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_0c1a73ad4b909d1ec296",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-26T10:10:18.852167Z",
      "before": 4377,
      "after": 4385,
      "explanation": "Stars changed: 4377 → 4385.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_ce8a51ee620ef682ce6a",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-21T10:18:14.478827Z",
      "before": 4303,
      "after": 4324,
      "explanation": "Stars changed: 4303 → 4324.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_c405de9e189aa62f24d6",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-18T10:17:33.699174Z",
      "before": 4295,
      "after": 4303,
      "explanation": "Stars changed: 4295 → 4303.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_9abae74c4af79a710f53",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-17T10:17:27.783425Z",
      "before": 4290,
      "after": 4295,
      "explanation": "Stars changed: 4290 → 4295.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_dfd0d3cc47b7b67c67e8",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-14T12:38:50.215537Z",
      "before": 4281,
      "after": 4290,
      "explanation": "Stars changed: 4281 → 4290.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_24e7886f0578b5e2decf",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-13T19:31:03.163686Z",
      "before": 4192,
      "after": 4281,
      "explanation": "Stars changed: 4192 → 4281.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": true
    },
    {
      "id": "evt_d974de4184c7fecd833f",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-12T17:38:47.185822Z",
      "before": 4125,
      "after": 4192,
      "explanation": "Stars changed: 4125 → 4192.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_08f4177d0f591a7e1c76",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "version_changed",
      "occurred_at": "2026-08-12T17:38:47.185822Z",
      "before": "v1.0.0",
      "after": "v1.5.0",
      "explanation": "Version changed: v1.0.0 → v1.5.0.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_16471ad208c3a3c34705",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-11T10:17:40.749121Z",
      "before": 4079,
      "after": 4125,
      "explanation": "Stars changed: 4079 → 4125.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_fab606c4955d0d9d23ab",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "version_changed",
      "occurred_at": "2026-08-10T10:18:02.453550Z",
      "before": null,
      "after": "v1.0.0",
      "explanation": "Version changed: not recorded → v1.0.0.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_b169f7b41d2b523ee9fe",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "maintenance_changed",
      "occurred_at": "2026-08-10T10:18:02.453550Z",
      "before": "source_activity_not_yet_measured",
      "after": "active",
      "explanation": "Maintenance changed: source_activity_not_yet_measured → active.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    },
    {
      "id": "evt_b0e1f50597754418dd3f",
      "entity_id": "gh:embabel/embabel-agent",
      "item_url": "/item/embabel-embabel-agent/",
      "title": "embabel/embabel-agent",
      "category": "other",
      "kind": "new_entity",
      "occurred_at": "2026-08-10T00:03:33Z",
      "before": null,
      "after": "try_now",
      "explanation": "Newly added to RepoRadar's decision catalog.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Developer Framework",
      "section": "Agent Frameworks & Orchestration",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "JVM/Spring shops adopting agentic flows without a Python sidecar",
        "enterprise authors who need strongly typed Plans + domain models with full refactoring support"
      ],
      "risk_categories": [],
      "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support",
      "material_mover": false
    }
  ]
}