{
  "schema_version": "1.0.0",
  "verification_stage_contract": "bounded-workflow-v2",
  "entity_id": "gh:turboderp-org/exllamav3",
  "points": [
    {
      "id": "gh:turboderp-org/exllamav3",
      "score": 8.7,
      "popularity": 1459.0,
      "stars": 1460,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 9.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.8,
        "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": "2026-09-13T14:00:46Z",
      "last_release_url": "https://github.com/turboderp-org/exllamav3/releases/tag/v1.5.0",
      "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_4ed27d84d4b3346aa23a7ed4",
        "version": "obs_9c2553e4c14641f6c8402b04",
        "last_release_at": "obs_28ecfb32d0496fbdf2d958e7",
        "last_release_url": "obs_c4a12c3eb820c56e71d8ff81",
        "pushed_at": "obs_5ea13f3cae387d347317f13f",
        "archived": "obs_c5dc1547e83e613a9d076e77",
        "default_branch": "obs_dfee0afb724f5e6caa39b49b",
        "default_branch_updated_at": "obs_73e0d5a1ab11a77d269db169",
        "maintenance_status": "obs_403d944f54d4722c77b3bf98",
        "momentum": "obs_5f2974318002d24db3e88cb3",
        "repository_topics": "obs_bfead907d75e89c92078f8c9",
        "integrations": "obs_f50adf2376124124ae0f38f0",
        "integration_fingerprint": "obs_b1261df2839ed0b69b5f3232",
        "deployment_models": "obs_0927ce2ed4d9f918276bb430",
        "extensibility": "obs_e4d1adbf074d67b0bf044362"
      },
      "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:turboderp-org/exllamav3",
      "score": 8.7,
      "popularity": 1459.0,
      "stars": 1466,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 9.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.8,
        "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": "2026-09-13T14:00:46Z",
      "last_release_url": "https://github.com/turboderp-org/exllamav3/releases/tag/v1.5.0",
      "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_b2c48cfd446a887bef0867bc",
        "version": "obs_9bf47c60670768b9c84d1fff",
        "last_release_at": "obs_c2baaf809ca53c6f999d2491",
        "last_release_url": "obs_949a4de6d1c656cd69bdb4af",
        "pushed_at": "obs_fb4aa9c31234147ed9c900ea",
        "archived": "obs_db50555df3910aa9949b004b",
        "default_branch": "obs_5aaf7d8da8f01cfbbb2b2321",
        "default_branch_updated_at": "obs_eaa6004a4cb09bd3b6c88acf",
        "maintenance_status": "obs_125b2507a32083a00cbb46f5",
        "momentum": "obs_4566047bd6cf3f226c531aff",
        "repository_topics": "obs_6407b6e7352d7c80bf34aad6",
        "integrations": "obs_715462da2e2faeaf048ab997",
        "integration_fingerprint": "obs_1c92980678fbb575c8a97610",
        "deployment_models": "obs_afd9579769439c29f8f4c53b",
        "extensibility": "obs_f598be1f08778491d5f77006"
      },
      "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:turboderp-org/exllamav3",
      "score": 8.7,
      "popularity": 1459.0,
      "stars": 1479,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 9.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.8,
        "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": "2026-09-20T18:22:09Z",
      "last_release_url": "https://github.com/turboderp-org/exllamav3/releases/tag/v1.5.1",
      "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_94d559ddb6a0e1c641f51f9e",
        "version": "obs_a7564caeb88617e5e9efbb61",
        "last_release_at": "obs_d4e29aa1963f4fb7820f03e4",
        "last_release_url": "obs_28c91f51ae8fdbe858d349e3",
        "pushed_at": "obs_9ad7881ea98c9803ee123775",
        "archived": "obs_da767490a7320633dad6fa49",
        "default_branch": "obs_9080f15c34afac5e7a7e8d6c",
        "default_branch_updated_at": "obs_1529a2e9b0df7aa3367fbfad",
        "maintenance_status": "obs_b5dd45342f72cb00b2d64ce6",
        "momentum": "obs_204b15e5f5eec9a3b336fc9f",
        "repository_topics": "obs_38f32ebc4427a78935057e71",
        "integrations": "obs_9f5b7a04d3118c874d6143b2",
        "integration_fingerprint": "obs_49b51b8150be72b8b6599e07",
        "deployment_models": "obs_311d3125f76e4f697858b01e",
        "extensibility": "obs_e4a97422af6e8957d6d077fa"
      },
      "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:turboderp-org/exllamav3",
      "score": 8.7,
      "popularity": 1459.0,
      "stars": 1486,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 9.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.8,
        "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": "2026-09-20T18:22:09Z",
      "last_release_url": "https://github.com/turboderp-org/exllamav3/releases/tag/v1.5.1",
      "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_c9ceacfac0c9e3cd50f86c21",
        "version": "obs_02be3cf907fbe008b6d6b773",
        "last_release_at": "obs_10124ee8849029f8e99feba6",
        "last_release_url": "obs_ac9831eea5bf8b21737e8974",
        "pushed_at": "obs_d3a5279a53d48b4c7fc4ba61",
        "archived": "obs_8dfda098036cc09818e50e8c",
        "default_branch": "obs_74715c5be0710d8afec6c75a",
        "default_branch_updated_at": "obs_d2b3bbab8689478c95e79c21",
        "maintenance_status": "obs_c9216cea98a2182bc8527975",
        "momentum": "obs_e2221ca94078f0a38edb3b38",
        "repository_topics": "obs_d2261981ec946cc7e1d795ca",
        "integrations": "obs_ba3e37ba2822c7e6d65eeaf6",
        "integration_fingerprint": "obs_61b808e3d66b7950bd828507",
        "deployment_models": "obs_d8656ef088df9fd21746c459",
        "extensibility": "obs_6211209615a10a212fe92de1"
      },
      "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:turboderp-org/exllamav3",
      "score": 8.7,
      "popularity": 1459.0,
      "stars": 1503,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 9.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.8,
        "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": "2026-09-20T18:22:09Z",
      "last_release_url": "https://github.com/turboderp-org/exllamav3/releases/tag/v1.5.1",
      "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_e96cfc7624f76ec150f3485f",
        "version": "obs_85c8fbb5d0d91a1cc7ecc787",
        "last_release_at": "obs_1e5bdc64f7cb68d3c0ec41d8",
        "last_release_url": "obs_5dd27a84a330dc3ad70c3696",
        "pushed_at": "obs_ce65a3b9582a61b7dd71f948",
        "archived": "obs_5822ac21bbecefb4eb296886",
        "default_branch": "obs_5bfe0cb4fbc4319727fb23cc",
        "default_branch_updated_at": "obs_76d182e59d3907bb18237b37",
        "maintenance_status": "obs_b3fd84b69021a0481e500acf",
        "momentum": "obs_af2a510361ae5e5bcc35b93a",
        "repository_topics": "obs_e88c16192884268336faee79",
        "integrations": "obs_d5b934cc366b378dcd6ef229",
        "integration_fingerprint": "obs_a7329c838538c6b8e2aa8db5",
        "deployment_models": "obs_3cdfc00f28527156ebb009d2",
        "extensibility": "obs_393adf5369440f7e7345a3f0"
      },
      "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:turboderp-org/exllamav3",
      "score": 8.7,
      "popularity": 1459.0,
      "stars": 1510,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 9.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.8,
        "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": "2026-09-20T18:22:09Z",
      "last_release_url": "https://github.com/turboderp-org/exllamav3/releases/tag/v1.5.1",
      "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_2132001856251290e89ae265",
        "version": "obs_a3b8f483a7633b3350ec12dd",
        "last_release_at": "obs_e9007c9a22f3eaf37f9d92bd",
        "last_release_url": "obs_9f964c288e0628da94b6da08",
        "pushed_at": "obs_017f223c02c511a4a8bc137c",
        "archived": "obs_188a66fd714eb0c47d72852f",
        "default_branch": "obs_29cb04e9262fab5d861e32e4",
        "default_branch_updated_at": "obs_d385afad5c119b58a5f338f4",
        "maintenance_status": "obs_7458990861f72ed855c4eba1",
        "momentum": "obs_cf48e08e812ab5112518f178",
        "repository_topics": "obs_2b81a30a8a40f7e1389d1e3a",
        "integrations": "obs_f1862d147e615c0448294f5d",
        "integration_fingerprint": "obs_415d106d7f28ec14df550816",
        "deployment_models": "obs_4f2821ca1caa4ad0c9e4d034",
        "extensibility": "obs_e1e475f485d9192220e9b5eb"
      },
      "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:turboderp-org/exllamav3",
      "score": 8.7,
      "popularity": 1459.0,
      "stars": 1514,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 9.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.8,
        "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": "2026-09-20T18:22:09Z",
      "last_release_url": "https://github.com/turboderp-org/exllamav3/releases/tag/v1.5.1",
      "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_12acb2cb80bed3637dc03cf4",
        "version": "obs_103d7de719e5d57c4268c47c",
        "last_release_at": "obs_ef39125f2928390fec115b03",
        "last_release_url": "obs_3fc69b5fa1614f4b76087ac1",
        "pushed_at": "obs_2a59e3d0e1a8e46c3bffc4bc",
        "archived": "obs_5559f9255314ef6769e249f9",
        "default_branch": "obs_89cce283ebe8ef7c705cec91",
        "default_branch_updated_at": "obs_e46f25b672b20f8b571cc292",
        "maintenance_status": "obs_1791bc062cf58e2f4a1c29fe",
        "momentum": "obs_b45e15a5821b105d0344fc7f",
        "repository_topics": "obs_93544b03e0aade7091ff4835",
        "integrations": "obs_8dddd8b09dff5a460d53d1f0",
        "integration_fingerprint": "obs_53064e09fd7309098cd948f7",
        "deployment_models": "obs_a20d8b53dc6aa29aae3f1c18",
        "extensibility": "obs_035a1fefbe2c23b2d230d990"
      },
      "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:turboderp-org/exllamav3",
      "score": 8.7,
      "popularity": 1459.0,
      "stars": 1520,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 9.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.8,
        "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": "2026-09-20T18:22:09Z",
      "last_release_url": "https://github.com/turboderp-org/exllamav3/releases/tag/v1.5.1",
      "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_e7a3f65724b36e0da95d7d36",
        "version": "obs_1bcbdbe13c34e65bb6518a25",
        "last_release_at": "obs_d9b9f98ac6bf42f0d8b87919",
        "last_release_url": "obs_86324e9f9f1bda9582390fb0",
        "pushed_at": "obs_005698a1ed47605cbcad73bc",
        "archived": "obs_50be10857e17d390ee22e71d",
        "default_branch": "obs_7ac4eb00bc2f654a9473b163",
        "default_branch_updated_at": "obs_33835a72bd022ee3c40fb418",
        "maintenance_status": "obs_23d789c78b98e5bff2626818",
        "momentum": "obs_284d7fab2c8c19b3cba75e91",
        "repository_topics": "obs_ddc8ec9d7ab9211d6ba32578",
        "integrations": "obs_4d4258c6addc99204a853b4e",
        "integration_fingerprint": "obs_7dc04381b9400f7915b844e5",
        "deployment_models": "obs_e686f141df076082bfae90f1",
        "extensibility": "obs_1a1868a45ca888b74a67efed"
      },
      "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:turboderp-org/exllamav3",
      "score": 8.7,
      "popularity": 1459.0,
      "stars": 1525,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 9.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.8,
        "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": "2026-09-26T12:03:10Z",
      "last_release_url": "https://github.com/turboderp-org/exllamav3/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_029bc2c3581b968acbe8e365",
        "version": "obs_f94305832bf6949550ec8765",
        "last_release_at": "obs_c082d006a1c54e99445dfc8e",
        "last_release_url": "obs_c182a6b7bff380a7645dd3cb",
        "pushed_at": "obs_080f64f19646214850e67d4f",
        "archived": "obs_e5a7da1ccf6102e523863bea",
        "default_branch": "obs_189cff01d96e02d41c4c5c27",
        "default_branch_updated_at": "obs_f51ab4d47214dfbf6f70e5d7",
        "maintenance_status": "obs_8ec81eeaaa5b336c97aaa361",
        "momentum": "obs_16c423c10e9d2bd2fa58e7bb",
        "repository_topics": "obs_361a6ae15c9f8367b978ecd5",
        "integrations": "obs_8ed96db4291f1d32fffefea7",
        "integration_fingerprint": "obs_3052b2281a5ee9688bdbaa9d",
        "deployment_models": "obs_f7ace1241a9e57cea3e1bc6f",
        "extensibility": "obs_9cc8cdbb439f8143cf51ced9"
      },
      "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:turboderp-org/exllamav3",
      "score": 8.7,
      "popularity": 1459.0,
      "stars": 1537,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 9.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.8,
        "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": "2026-09-27T20:14:11Z",
      "last_release_url": "https://github.com/turboderp-org/exllamav3/releases/tag/v1.5.3",
      "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_12964ff704dc13914d8b4ce7",
        "version": "obs_446fff3deaec593be2065dfd",
        "last_release_at": "obs_c02d22556340cd05486970ef",
        "last_release_url": "obs_c6fd08eb39c08c376abe8c0c",
        "pushed_at": "obs_30ea6b521a95f0c2b72c3457",
        "archived": "obs_c30a25a5922d1363df360c2d",
        "default_branch": "obs_45b4a29c1751115cac79163c",
        "default_branch_updated_at": "obs_0f3c8697ab76885bf57a1ff6",
        "maintenance_status": "obs_cb991d5e1e7fb2d1bf3b1ee3",
        "momentum": "obs_d3cb2c060e0b3421fe7015ea",
        "repository_topics": "obs_338e4f10a3a6d5e674ab89a4",
        "integrations": "obs_1d4b4fc4a46905f60d130b21",
        "integration_fingerprint": "obs_17ea8c918e775d7225b82eec",
        "deployment_models": "obs_3b4bda5b2b8976a0391d5148",
        "extensibility": "obs_c0629101d4eea552b12da761"
      },
      "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:turboderp-org/exllamav3",
      "score": 8.7,
      "popularity": 1459.0,
      "stars": 1548,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 9.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.8,
        "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": "2026-09-27T20:14:11Z",
      "last_release_url": "https://github.com/turboderp-org/exllamav3/releases/tag/v1.5.3",
      "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_f17345c2696ab81a6720ffa4",
        "version": "obs_44893c5360eb93df803f6113",
        "last_release_at": "obs_6e59d7944f3c3c7b2fb0d146",
        "last_release_url": "obs_adb7d0c6d9be38a8ebec5e80",
        "pushed_at": "obs_da8d78553b4416f9f58f88c2",
        "archived": "obs_1286ba16c2729bd5c7d1e433",
        "default_branch": "obs_0ef78c0ae33ae234d7510542",
        "default_branch_updated_at": "obs_d3fd6d8fb3c990a725a73157",
        "maintenance_status": "obs_4912cb826558c20fe1c1ba08",
        "momentum": "obs_7707f33638f07ae3e44052d1",
        "repository_topics": "obs_8aab4a38dcd378cfde22ec09",
        "integrations": "obs_9174b1378235a7fb231b4e2f",
        "integration_fingerprint": "obs_7a62e0a3f67cf90d9322f6e3",
        "deployment_models": "obs_bbeb2612fc662c6ca3c2c0e0",
        "extensibility": "obs_4282534e03df469599abad35"
      },
      "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:turboderp-org/exllamav3",
      "score": 8.7,
      "popularity": 1459.0,
      "stars": 1550,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 9.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.8,
        "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": "2026-09-27T20:14:11Z",
      "last_release_url": "https://github.com/turboderp-org/exllamav3/releases/tag/v1.5.3",
      "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_791af1adde8bb766f3855e9d",
        "version": "obs_110a8a8fb52ebcfdf980d016",
        "last_release_at": "obs_e8605ea31a44fcfe923510f1",
        "last_release_url": "obs_91191934ad2c969a26d97be6",
        "pushed_at": "obs_e1747c1e59104a04fe3c3497",
        "archived": "obs_37bec0ba8e5ee5b9c4ccc1ea",
        "default_branch": "obs_e63428914072ba97a82d683b",
        "default_branch_updated_at": "obs_345117dd2a3d513541229d65",
        "maintenance_status": "obs_d3dc095106e961331c2c7871",
        "momentum": "obs_85ce8c2caddee44ece83bfb7",
        "repository_topics": "obs_e09148fbfb46faa146432569",
        "integrations": "obs_2c4af31520811c9d657f6bb2",
        "integration_fingerprint": "obs_007cf224f1672eff57c15b39",
        "deployment_models": "obs_b3e86348e31e896f7207f70a",
        "extensibility": "obs_07d3b09ce37fe6e633f436e6"
      },
      "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:turboderp-org/exllamav3",
      "score": 8.7,
      "popularity": 1459.0,
      "stars": 1567,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 9.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.8,
        "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": "2026-09-27T20:14:11Z",
      "last_release_url": "https://github.com/turboderp-org/exllamav3/releases/tag/v1.5.3",
      "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_4e39f0c6efb64ba376310cb3",
        "version": "obs_ca91a1b3cb06c0e159ba4b7a",
        "last_release_at": "obs_09771b70945fa45604de56f2",
        "last_release_url": "obs_b1d7a1e46b8c8b191b003616",
        "pushed_at": "obs_f00797ce60e54d213f452862",
        "archived": "obs_db5e663a6794f9ac48b5f92d",
        "default_branch": "obs_f7611bf861e9fa2335c7227e",
        "default_branch_updated_at": "obs_3f4625cd47b524f151316c88",
        "maintenance_status": "obs_f444ccd4737626defce987b8",
        "momentum": "obs_297bbdf22f06629e8fb67509",
        "repository_topics": "obs_e15d697355d62aec659fcc5b",
        "integrations": "obs_debd22ae9c56dff561c11237",
        "integration_fingerprint": "obs_f4a4b23d6bf8e1d303c7b5c2",
        "deployment_models": "obs_547879ef8b299363ff00fd78",
        "extensibility": "obs_1f8da921480aff1950cb34e3"
      },
      "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:turboderp-org/exllamav3",
      "score": 8.7,
      "popularity": 1459.0,
      "stars": 1572,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 9.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.8,
        "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": "2026-09-27T20:14:11Z",
      "last_release_url": "https://github.com/turboderp-org/exllamav3/releases/tag/v1.5.3",
      "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_cc7196949c9d3c9b739b3ce9",
        "version": "obs_280acf7f9ec487db3fd7fa5f",
        "last_release_at": "obs_6e9b3010b8bfa93fe2c8d52e",
        "last_release_url": "obs_7b6e1a172384908ebca2ff1f",
        "pushed_at": "obs_7ca8d5d57736d3c057540450",
        "archived": "obs_d6ea0218cddcc4b9d62b47f6",
        "default_branch": "obs_03510f7b207699a116dadb58",
        "default_branch_updated_at": "obs_2a71ac00e3eb1d3053767aa7",
        "maintenance_status": "obs_0a1e784936734752299efaaf",
        "momentum": "obs_84c3303567969f97d8bfd591",
        "repository_topics": "obs_7bb7d5fd3da30c7a235ab433",
        "integrations": "obs_6eb17a9bc938f2129a36dbc3",
        "integration_fingerprint": "obs_09e5ef199613922ebd131675",
        "deployment_models": "obs_2f4a3f3a33998d9b82b7c804",
        "extensibility": "obs_3195555070cbcd47a6547d3c"
      },
      "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:turboderp-org/exllamav3",
      "score": 8.7,
      "popularity": 1459.0,
      "stars": 1579,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 9.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.8,
        "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": "v1.5.4",
      "last_release_at": "2026-10-03T15:05:54Z",
      "last_release_url": "https://github.com/turboderp-org/exllamav3/releases/tag/v1.5.4",
      "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_7885ada2f411816956c79558",
        "version": "obs_ebe0afacf817c0264a911306",
        "last_release_at": "obs_2f04d4ea549ea0d5688b1dcb",
        "last_release_url": "obs_b481b1949a41a96377c1fcf6",
        "pushed_at": "obs_971f87c727642e4546c71ff3",
        "archived": "obs_6195590c1bcc472cc9a0314c",
        "default_branch": "obs_00f64ff32339abf9c5b3bcae",
        "default_branch_updated_at": "obs_dd31cfddc99916a2c553c0bd",
        "maintenance_status": "obs_6e41953efa0b223fb8181d4c",
        "momentum": "obs_1f351728ab023b48f59a267e",
        "repository_topics": "obs_af78d7f2060d0036d5503959",
        "integrations": "obs_3ee39932ecd9f13c1cdd9f3f",
        "integration_fingerprint": "obs_52ad292bf99b7df17d364583",
        "deployment_models": "obs_956f1163ddca81af8352eb1b",
        "extensibility": "obs_ed50b39975671a1ae74f2a70"
      },
      "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:turboderp-org/exllamav3",
      "score": 8.7,
      "popularity": 1459.0,
      "stars": 1588,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 9.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.8,
        "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": "v1.5.4",
      "last_release_at": "2026-10-03T15:05:54Z",
      "last_release_url": "https://github.com/turboderp-org/exllamav3/releases/tag/v1.5.4",
      "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_f43cc33d8e09d3c5bc69da13",
        "version": "obs_3af77f4e825c3063da98a362",
        "last_release_at": "obs_19373e40206d74eeb691971c",
        "last_release_url": "obs_e146e69f77548e41ee7dd6cf",
        "pushed_at": "obs_c848356916f0457505ca7f28",
        "archived": "obs_a057d2126b39278d9f102c5e",
        "default_branch": "obs_c866ad101d26fd22329cd574",
        "default_branch_updated_at": "obs_ffbabaf2a8ff749bf47121f4",
        "maintenance_status": "obs_ff7475cd21a3fac0d205d63e",
        "momentum": "obs_5539292f8921ca173b2b16d9",
        "repository_topics": "obs_0e8192288f22d9874e497850",
        "integrations": "obs_74ecf399f9b23489c2b7aff7",
        "integration_fingerprint": "obs_d5e2f2083a8765fd52ebce65",
        "deployment_models": "obs_dfef6a21a8abe4d88812a17c",
        "extensibility": "obs_b1726bf10a15fe7a6245c8cf"
      },
      "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:turboderp-org/exllamav3",
      "score": 8.7,
      "popularity": 1459.0,
      "stars": 1598,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 9.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.8,
        "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": "v1.5.4",
      "last_release_at": "2026-10-03T15:05:54Z",
      "last_release_url": "https://github.com/turboderp-org/exllamav3/releases/tag/v1.5.4",
      "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_6cfb48391610717d9d81c6de",
        "version": "obs_f191ad7000c54233b8d4ceae",
        "last_release_at": "obs_34142a15135f68c5a8a44977",
        "last_release_url": "obs_6056469608e9e47fb15c033a",
        "pushed_at": "obs_ecba945aa5ccff306cca10a4",
        "archived": "obs_d26bbbb9cebe0875b514c90f",
        "default_branch": "obs_77118160a7d1434efa08c8d6",
        "default_branch_updated_at": "obs_1ed1ca9ed1d4ea49a4d21fb3",
        "maintenance_status": "obs_3a19c7a3ab2b077ebfbaf875",
        "momentum": "obs_f29db109e523c40b7080d561",
        "repository_topics": "obs_64137eb954db621d068d006f",
        "integrations": "obs_e38207fd70556e0309e4600c",
        "integration_fingerprint": "obs_cc537c72a9d0725124703576",
        "deployment_models": "obs_7d6c96c43b7cfab64c9b7e9f",
        "extensibility": "obs_d0525141f1c4729b0fde8c01"
      },
      "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:turboderp-org/exllamav3",
      "score": 8.7,
      "popularity": 1459.0,
      "stars": 1606,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 9.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.8,
        "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": "v1.6.0",
      "last_release_at": "2026-10-07T17:08:24Z",
      "last_release_url": "https://github.com/turboderp-org/exllamav3/releases/tag/v1.6.0",
      "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_261c841f803a53556e70bfc5",
        "version": "obs_20e86a9baaf5d63065aaf9df",
        "last_release_at": "obs_4f18122efb04b52b71a22fb9",
        "last_release_url": "obs_ca3091ab540f9269e84841f9",
        "pushed_at": "obs_d761cedef02e7facee5e4cdd",
        "archived": "obs_59a728474919c58f5da895be",
        "default_branch": "obs_52da505d791537511f5a79ce",
        "default_branch_updated_at": "obs_9dcb1cb261f06341947e4d20",
        "maintenance_status": "obs_d7e4f4c4e23e7a17f573a977",
        "momentum": "obs_29aeef0c589f42a03c90a929",
        "repository_topics": "obs_451609769242de10b234962f",
        "integrations": "obs_bab29e2bb868a735f0ccc986",
        "integration_fingerprint": "obs_346ca9020ea44d79e6731dcb",
        "deployment_models": "obs_ec15adc9e648e277e4dcd946",
        "extensibility": "obs_484c47f90f400cab679e590f"
      },
      "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:turboderp-org/exllamav3",
      "score": 8.7,
      "popularity": 1459.0,
      "stars": 1612,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 9.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.8,
        "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": "v1.6.0",
      "last_release_at": "2026-10-07T17:08:24Z",
      "last_release_url": "https://github.com/turboderp-org/exllamav3/releases/tag/v1.6.0",
      "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_eacc93bbdb99ded018336404",
        "version": "obs_3f75c78a0253778fcc2d9fb7",
        "last_release_at": "obs_eb4b010f244f5bca0e85dc3d",
        "last_release_url": "obs_15ddcec0a2086ebb42786744",
        "pushed_at": "obs_a4444256755517cf1f184807",
        "archived": "obs_33239f7bc5e271d8a545ecb7",
        "default_branch": "obs_efe0d649561644d48e5f0195",
        "default_branch_updated_at": "obs_c70b47ee3bd2d34b289e1ca7",
        "maintenance_status": "obs_6c9107b1473b485c3359f39a",
        "momentum": "obs_1c792e02d5e5d718ea24edcc",
        "repository_topics": "obs_7967ea802985a02a3121b395",
        "integrations": "obs_c4f10b620f5595bac2079f38",
        "integration_fingerprint": "obs_9685ca64316e75ab882246af",
        "deployment_models": "obs_d445f7ee0d4259e9f9bbcfb9",
        "extensibility": "obs_ef229d78161bcb154acbdbd6"
      },
      "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:turboderp-org/exllamav3",
      "score": 8.7,
      "popularity": 1459.0,
      "stars": 1625,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 9.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.8,
        "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": "v1.6.0",
      "last_release_at": "2026-10-07T17:08:24Z",
      "last_release_url": "https://github.com/turboderp-org/exllamav3/releases/tag/v1.6.0",
      "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_370d08bb62e1f8cbcc835c2a",
        "version": "obs_ebd28ead29778ee75d8e4325",
        "last_release_at": "obs_0fd41b45c67a5e305b979ae0",
        "last_release_url": "obs_42800750d414e73e4295d768",
        "pushed_at": "obs_3cb8061cb19e0854b557bc2f",
        "archived": "obs_60a3c97f92d6b8bcc5300047",
        "default_branch": "obs_4a50dc7da94cad563dd543cc",
        "default_branch_updated_at": "obs_0e6910b9ddc24513e46fce03",
        "maintenance_status": "obs_fbfc6e9ead58f9ab28009514",
        "momentum": "obs_bc35865a6b4855acf996b892",
        "repository_topics": "obs_54bad56992a3bcea9a40b009",
        "integrations": "obs_c54b4fc82292fda7b15296b1",
        "integration_fingerprint": "obs_f10af825f44b992bc81b3c40",
        "deployment_models": "obs_56cf08eaf2b95b9343b09f72",
        "extensibility": "obs_b50b0cad57b6d2d6b35a8e78"
      },
      "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:turboderp-org/exllamav3",
      "score": 8.7,
      "popularity": 1459.0,
      "stars": 1636,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 9.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.8,
        "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": "v1.6.0",
      "last_release_at": "2026-10-07T17:08:24Z",
      "last_release_url": "https://github.com/turboderp-org/exllamav3/releases/tag/v1.6.0",
      "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_4012b46fa4d3f7624100ece2",
        "version": "obs_bb111944b6fe333f4a161b1f",
        "last_release_at": "obs_9b4e66fd694e3caf8c41c35d",
        "last_release_url": "obs_91b32f9332ea955f7bab0c36",
        "pushed_at": "obs_86ff7e7ae19c42c905b0ec7b",
        "archived": "obs_780e8c83867b08ad645d0e66",
        "default_branch": "obs_5d36d5779f06d15e8ff847b5",
        "default_branch_updated_at": "obs_b0ffc49d362f4deeedc7adfa",
        "maintenance_status": "obs_2b00c44cc7b4ed6b00416832",
        "momentum": "obs_9a627a7867a8d7c5c9626f78",
        "repository_topics": "obs_412146e73b211907d6cef75d",
        "integrations": "obs_943b97a8836ccbebe1c19c15",
        "integration_fingerprint": "obs_8ab4a7fb2b4ee309269dbc20",
        "deployment_models": "obs_8c6bc66995350c013f8700bf",
        "extensibility": "obs_369b5f91a3dccce7ae988e71"
      },
      "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_a1d1205e160ce6158fab",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-10T17:09:29.745535Z",
      "before": 1632,
      "after": 1636,
      "explanation": "Stars changed: 1632 → 1636.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_29444bce4545ad6f4a1a",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-10T05:15:01.956756Z",
      "before": 1625,
      "after": 1632,
      "explanation": "Stars changed: 1625 → 1632.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_025ffbcd8119dd0d031d",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-09T17:10:43.538271Z",
      "before": 1622,
      "after": 1625,
      "explanation": "Stars changed: 1622 → 1625.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_5a8af934cd002c76f257",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-09T05:11:59.425720Z",
      "before": 1612,
      "after": 1622,
      "explanation": "Stars changed: 1612 → 1622.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_8fad9def568a849e7bcb",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-08T05:15:53.503430Z",
      "before": 1606,
      "after": 1612,
      "explanation": "Stars changed: 1606 → 1612.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_62e0884a8de3e4cb3ba0",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-07T17:10:55.089768Z",
      "before": 1601,
      "after": 1606,
      "explanation": "Stars changed: 1601 → 1606.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_271a1cb07917661ff1d7",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "version_changed",
      "occurred_at": "2026-10-07T17:10:55.089768Z",
      "before": "v1.5.4",
      "after": "v1.6.0",
      "explanation": "Version changed: v1.5.4 → v1.6.0.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_8dece34d50bab8ee8ce0",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-07T05:14:31.025401Z",
      "before": 1598,
      "after": 1601,
      "explanation": "Stars changed: 1598 → 1601.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_719f982b822bb8567782",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-06T17:10:49.497470Z",
      "before": 1595,
      "after": 1598,
      "explanation": "Stars changed: 1595 → 1598.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_5473d4d18bcafb5aa0cc",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-06T11:51:05.323120Z",
      "before": 1588,
      "after": 1595,
      "explanation": "Stars changed: 1588 → 1595.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_41d7d9f2a822ad8659ad",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-05T17:12:19.837870Z",
      "before": 1579,
      "after": 1588,
      "explanation": "Stars changed: 1579 → 1588.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_f0c7d3248be920d9db58",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "version_changed",
      "occurred_at": "2026-10-03T17:13:14.190776Z",
      "before": "v1.5.3",
      "after": "v1.5.4",
      "explanation": "Version changed: v1.5.3 → v1.5.4.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_3a6c374fe803e6773b7a",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-03T11:14:47.510417Z",
      "before": 1572,
      "after": 1579,
      "explanation": "Stars changed: 1572 → 1579.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_2d1bfcc4c9e0dd2da683",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-02T17:11:36.588066Z",
      "before": 1571,
      "after": 1572,
      "explanation": "Stars changed: 1571 → 1572.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_ad8470ecb3404a5ab1e2",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-02T13:49:49.476083Z",
      "before": 1567,
      "after": 1571,
      "explanation": "Stars changed: 1567 → 1571.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_faa99fc1cd0594129a09",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-01T20:04:09.626108Z",
      "before": 1565,
      "after": 1567,
      "explanation": "Stars changed: 1565 → 1567.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_4ee00ed1db02e55c002d",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-01T17:20:20.713752Z",
      "before": 1550,
      "after": 1565,
      "explanation": "Stars changed: 1550 → 1565.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_ca5dad7e82e1dd3f2ce9",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-30T05:08:12.323055Z",
      "before": 1548,
      "after": 1550,
      "explanation": "Stars changed: 1548 → 1550.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_d7c1deaa2636efcb2815",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-29T17:08:16.498456Z",
      "before": 1546,
      "after": 1548,
      "explanation": "Stars changed: 1546 → 1548.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_eac12dbd67df79d8c5b6",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-29T05:09:59.243338Z",
      "before": 1537,
      "after": 1546,
      "explanation": "Stars changed: 1537 → 1546.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_0a79378f10845b9045c2",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "version_changed",
      "occurred_at": "2026-09-28T13:47:34.707135Z",
      "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": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_08119566b2335813f748",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-28T13:47:34.707135Z",
      "before": 1525,
      "after": 1537,
      "explanation": "Stars changed: 1525 → 1537.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_f4c93f80b45f0b2b8eca",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "version_changed",
      "occurred_at": "2026-09-27T01:47:58.533096Z",
      "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": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_d9436c1a4ad3930a15a2",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-27T01:47:58.533096Z",
      "before": 1520,
      "after": 1525,
      "explanation": "Stars changed: 1520 → 1525.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_13cf718a962971cf97db",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-26T09:47:30.421436Z",
      "before": 1514,
      "after": 1520,
      "explanation": "Stars changed: 1514 → 1520.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_66be354fbfea07b0e002",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-25T13:50:57.994663Z",
      "before": 1510,
      "after": 1514,
      "explanation": "Stars changed: 1510 → 1514.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_c653126ec54edf89b3e7",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-24T21:49:16.463298Z",
      "before": 1506,
      "after": 1510,
      "explanation": "Stars changed: 1506 → 1510.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_fe4f46d0f4b5abc92181",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-24T05:09:18.096595Z",
      "before": 1503,
      "after": 1506,
      "explanation": "Stars changed: 1503 → 1506.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_b5d8fc219090dc5ce280",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-23T19:48:29.703424Z",
      "before": 1486,
      "after": 1503,
      "explanation": "Stars changed: 1486 → 1503.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_d992f99f35a76afe4681",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-22T17:06:39.688103Z",
      "before": 1481,
      "after": 1486,
      "explanation": "Stars changed: 1481 → 1486.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_7ba1d971d0303d165c85",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-22T07:47:03.349413Z",
      "before": 1479,
      "after": 1481,
      "explanation": "Stars changed: 1479 → 1481.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_55ffdd120424f187344b",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-21T23:47:16.337043Z",
      "before": 1477,
      "after": 1479,
      "explanation": "Stars changed: 1477 → 1479.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_9b9e1914579edbc2d9a2",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-21T21:47:01.452749Z",
      "before": 1469,
      "after": 1477,
      "explanation": "Stars changed: 1469 → 1477.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_941dfc71ab6457d638d9",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-21T05:07:13.847315Z",
      "before": 1466,
      "after": 1469,
      "explanation": "Stars changed: 1466 → 1469.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_48a7323028ece5f8da2b",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "version_changed",
      "occurred_at": "2026-09-21T05:07:13.847315Z",
      "before": "v1.5.0",
      "after": "v1.5.1",
      "explanation": "Version changed: v1.5.0 → v1.5.1.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_5a469dfbd5cde253d142",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-20T17:06:32.868873Z",
      "before": 1465,
      "after": 1466,
      "explanation": "Stars changed: 1465 → 1466.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_29354e846fca36da23e8",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-20T05:06:31.934582Z",
      "before": 1460,
      "after": 1465,
      "explanation": "Stars changed: 1460 → 1465.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    },
    {
      "id": "evt_d349c5e584e68e7db424",
      "entity_id": "gh:turboderp-org/exllamav3",
      "item_url": "/item/exllamav3/",
      "title": "ExLlamaV3",
      "category": "other",
      "kind": "new_entity",
      "occurred_at": "2026-09-19T17:06:40.081307Z",
      "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": 8.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "Local AI / Inference",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "inference_runtime",
      "discovery_topic_status": "candidate",
      "setup_ease": 6.4,
      "best_for": [
        "local AI users",
        "developers self-hosting LLMs"
      ],
      "risk_categories": [],
      "search_text": "exllamav3 turboderp-org open_source other inference_runtime gold none try_now local ai users developers self-hosting llms",
      "material_mover": false
    }
  ]
}