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      "title": "PocketBase launched on Product Hunt",
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      "event_type": "milestone",
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      "event_type": "milestone",
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      "event_type": "milestone",
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      "event_type": "milestone",
      "title": "#5 across all languages on GitHub trending",
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        "start": "2025-07-08T00:00:00Z",
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      "event_type": "milestone",
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      "event_type": "funding",
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      "review_state": "machine_inferred"
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      "review_state": "machine_inferred"
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        "precision": "day",
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      "summary": "1 related public event(s): hacker news post. State before: About 52,448 stars the day before; repository 3.4 years old; 3 earlier launch episode(s).",
      "review_state": "machine_inferred"
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    {
      "id": "01a10e65-91bc-71b6-afbb-e16968506ea6",
      "title": "Hacker News attention, Feb 2026",
      "time": {
        "start": "2026-02-18T00:00:00Z",
        "end": "2026-02-18T23:59:59Z",
        "precision": "day",
        "label": null
      },
      "event_ids": [
        "01a10e63-f51b-70a7-aa01-5353e92aed9b"
      ],
      "claim_ids": [
        "01a10e63-f51b-70a5-832b-c4584638f437"
      ],
      "summary": "1 related public event(s): hacker news post. State before: About 55,472 stars the day before; repository 3.6 years old; 4 earlier launch episode(s).",
      "review_state": "machine_inferred"
    }
  ],
  "growth_episodes": [
    {
      "id": "01a10e63-e0fc-7030-bb5f-0eca73d4715c",
      "repository_id": "01a10e63-d907-7348-a902-9561fab50cc0",
      "title": "Sharp star growth, Jul 2022",
      "time": {
        "start": "2022-07-07T00:00:00Z",
        "end": "2022-07-27T23:59:59Z",
        "precision": "range",
        "label": null
      },
      "start_metric_id": "01a10e63-e0fc-702e-94e9-fdd4e51695e2",
      "end_metric_id": "01a10e63-e0fc-702f-b3af-737e54b15f61",
      "delta_numeric": 7018.0,
      "related_event_ids": [
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        "01a10e63-ecd4-72d5-97a8-ced836bbcfe0",
        "01a10e63-ecd5-7255-abc2-6d4338bab617",
        "01a10e63-ecd5-7258-b26f-1e62accbfe45",
        "01a10e63-ecd5-725b-98c3-1c430300bd75",
        "01a10e63-ecd5-725e-a682-ee3eadf7bbb8",
        "01a10e63-ecd5-7261-8cfc-66a07dbd3a30",
        "01a10e63-ecd5-7264-a233-a7d8487d1011",
        "01a10e63-ecd5-7267-aa45-cd8e0eddc26e",
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        "01a10e63-ecd5-726d-a134-caa2965ef8f0",
        "01a10e63-f51b-70a2-825a-b662c9bb386b",
        "01a10e63-f51c-7348-9610-f8dd0aac65d0",
        "01a10e65-91b6-73ef-a44f-695c7274c445"
      ],
      "summary": "+7,018 stars in 21 day(s); peak day Jul 07 with +1,242. Afterwards (days 31–90) the project averaged 97.0 stars/day, up from almost none before. 18 public event(s) observed within this window (timing only).",
      "causal_attribution": "weakly_associated",
      "claim_ids": [
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        "01a10e64-eaaa-740a-a131-2e912e23e4af",
        "01a10e64-eaaa-740c-a2af-b7e8cf90ce2b"
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      "id": "01a10e63-e0fc-7035-a9bb-2192d3b818b1",
      "repository_id": "01a10e63-d907-7348-a902-9561fab50cc0",
      "title": "Sharp star growth, Aug 2022",
      "time": {
        "start": "2022-08-25T00:00:00Z",
        "end": "2022-09-05T23:59:59Z",
        "precision": "range",
        "label": null
      },
      "start_metric_id": "01a10e63-e0fc-7033-bef8-89744667af99",
      "end_metric_id": "01a10e63-e0fc-7034-9197-946a2f04e5f2",
      "delta_numeric": 1235.0,
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        "01a10e63-ecd5-7279-883d-4a089ffee621",
        "01a10e63-ecd5-727c-9cf6-63fb0ccc25c2"
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      "summary": "+1,235 stars in 12 day(s); peak day Aug 25 with +213. Afterwards (days 31–90) it averaged 40.4 stars/day, which returned close to the 29.9/day before the episode. 3 public event(s) observed within this window (timing only).",
      "causal_attribution": "weakly_associated",
      "claim_ids": [
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        "01a10e63-ecd5-7274-a041-b3556b8af793",
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    {
      "id": "01a10e63-e0fc-703a-9752-c443480384c4",
      "repository_id": "01a10e63-d907-7348-a902-9561fab50cc0",
      "title": "Sharp star growth, Sep 2022",
      "time": {
        "start": "2022-09-13T00:00:00Z",
        "end": "2022-09-20T23:59:59Z",
        "precision": "range",
        "label": null
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      "start_metric_id": "01a10e63-e0fc-7038-954f-83a98226e8f8",
      "end_metric_id": "01a10e63-e0fc-7039-93a7-434c7862a19c",
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        "01a10e63-ecd5-7288-bbd2-3bfee3a63fa9",
        "01a10e63-f51b-70c5-9684-1ea2123ea205"
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      "summary": "+3,304 stars in 8 day(s); peak day Sep 13 with +997. Afterwards (days 31–90) it averaged 40.3 stars/day, which fell below the 65.5/day before the episode. 4 public event(s) observed within this window (timing only).",
      "causal_attribution": "weakly_associated",
      "claim_ids": [
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        "01a10e63-ecd5-7280-9ec3-1467421d7884",
        "01a10e63-ecd5-7283-a218-155ed84e9453",
        "01a10e63-ecd5-7286-8b22-31af5e7605c0",
        "01a10e63-f51b-70c3-aa96-533c9dbf21a5"
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    {
      "id": "01a10e63-e0fd-708f-a659-abfcea7a52e4",
      "repository_id": "01a10e63-d907-7348-a902-9561fab50cc0",
      "title": "Sharp star growth, Dec 2022",
      "time": {
        "start": "2022-12-19T00:00:00Z",
        "end": "2023-01-05T23:59:59Z",
        "precision": "range",
        "label": null
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      "start_metric_id": "01a10e63-e0fd-708e-9bcf-563d2875f73e",
      "end_metric_id": "01a10e63-e0f7-738c-9318-16c84d259d3f",
      "delta_numeric": 1867.0,
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      "summary": "+1,867 stars in 18 day(s); peak day Dec 21 with +316. Afterwards (days 31–90) it averaged 24.3 stars/day, which returned close to the 26.5/day before the episode. No high-confidence public event found.",
      "causal_attribution": "unknown",
      "claim_ids": [
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    },
    {
      "id": "01a10e63-e0fd-7094-a414-9efb9debf0b9",
      "repository_id": "01a10e63-d907-7348-a902-9561fab50cc0",
      "title": "Sharp star growth, Dec 2023",
      "time": {
        "start": "2023-12-02T00:00:00Z",
        "end": "2023-12-17T23:59:59Z",
        "precision": "range",
        "label": null
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      "start_metric_id": "01a10e63-e0fd-7092-ac94-95afbe0cee3c",
      "end_metric_id": "01a10e63-e0fd-7093-a74f-c80b8229747c",
      "delta_numeric": 1194.0,
      "related_event_ids": [
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      "summary": "+1,194 stars in 16 day(s); peak day Dec 11 with +303. Afterwards (days 31–90) it averaged 30.5 stars/day, which stayed well above the 16.1/day before the episode. 1 public event(s) observed within this window (timing only).",
      "causal_attribution": "weakly_associated",
      "claim_ids": [
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      "id": "01a10e63-e0fd-7099-802a-9485ff0ac504",
      "repository_id": "01a10e63-d907-7348-a902-9561fab50cc0",
      "title": "Elevated star growth, Jan 2024",
      "time": {
        "start": "2024-01-07T00:00:00Z",
        "end": "2024-01-12T23:59:59Z",
        "precision": "range",
        "label": null
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      "start_metric_id": "01a10e63-e0fd-7097-b7c2-dd51a18d59f2",
      "end_metric_id": "01a10e63-e0fd-7098-ab9f-6b895fc98eee",
      "delta_numeric": 1387.0,
      "related_event_ids": [
        "01a10e63-f51a-700c-926d-d60661eb1f84"
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      "summary": "+1,387 stars in 6 day(s); peak day Jan 07 with +522. Afterwards (days 31–90) it averaged 23.3 stars/day, which fell below the 41.5/day before the episode. 1 public event(s) observed within this window (timing only).",
      "causal_attribution": "weakly_associated",
      "claim_ids": [
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        "01a10e63-f51a-700a-9979-d6ec66330109"
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    {
      "id": "01a10e63-e0fd-709e-9fb6-acdaedc26dbe",
      "repository_id": "01a10e63-d907-7348-a902-9561fab50cc0",
      "title": "Sharp star growth, Apr 2025",
      "time": {
        "start": "2025-04-22T00:00:00Z",
        "end": "2025-04-29T23:59:59Z",
        "precision": "range",
        "label": null
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      "start_metric_id": "01a10e63-e0fd-709c-a290-25409a811ead",
      "end_metric_id": "01a10e63-e0fd-709d-b3f7-3cc36d6aec1b",
      "delta_numeric": 1213.0,
      "related_event_ids": [
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      ],
      "summary": "+1,213 stars in 8 day(s); peak day Apr 23 with +375. Afterwards (days 31–90) it averaged 35.0 stars/day, which returned close to the 25.9/day before the episode. 1 public event(s) observed within this window (timing only).",
      "causal_attribution": "weakly_associated",
      "claim_ids": [
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        "01a10e64-eaab-72c6-8566-6ae3f320046a"
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    {
      "id": "01a10e63-e0fd-70a3-a236-106be520771f",
      "repository_id": "01a10e63-d907-7348-a902-9561fab50cc0",
      "title": "Sharp star growth, Jul 2025",
      "time": {
        "start": "2025-07-06T00:00:00Z",
        "end": "2025-07-14T23:59:59Z",
        "precision": "range",
        "label": null
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      "end_metric_id": "01a10e63-e0fd-70a2-96ca-0af624c89638",
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      "related_event_ids": [
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        "01a10e65-91b7-7014-adfa-e4aee589c447"
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      "summary": "+921 stars in 9 day(s); peak day Jul 07 with +239. Afterwards (days 31–90) it averaged 29.1 stars/day, which returned close to the 20.5/day before the episode. 2 public event(s) observed within this window (timing only).",
      "causal_attribution": "weakly_associated",
      "claim_ids": [
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        "01a10e63-f51b-70d7-bd9b-14e28e4dce5c",
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      "id": "01a10e65-91b9-738b-b73f-7af0489bf724",
      "summary": "Later all-language trending peaks appeared near large HN reposts: a 630-point post in Jan 2024 and placements on Dec 12, 2023, Apr 24, 2025 and Jul 8, 2025.",
      "event_id": "01a10e65-91b7-7012-ad5a-03a160b049f1",
      "tactic_occurrence_id": null,
      "metric_snapshot_ids": [],
      "causal_attribution": "weakly_associated",
      "claim_ids": [
        "01a10e63-f51a-700a-9979-d6ec66330109",
        "01a10e64-eaab-72c6-8566-6ae3f320046a",
        "01a10e64-eaab-72c8-90f5-26eb5d1935d9",
        "01a10e64-eaab-72ca-b600-1e319c510735"
      ],
      "review_state": "machine_inferred"
    },
    {
      "id": "01a10e65-91b9-7390-b552-2d34253d09ce",
      "summary": "Public posts raised questions about the project's sustainability, including Hacker News posts titled 'Will PocketBase Survive?' and 'Pocketbase lost its funding from FLOSS fund'.",
      "event_id": "01a10e63-f51b-70a7-aa01-5353e92aed9b",
      "tactic_occurrence_id": null,
      "metric_snapshot_ids": [],
      "causal_attribution": "unknown",
      "claim_ids": [
        "01a10e63-f51b-70aa-8d3f-77dfb285aee8",
        "01a10e63-f51b-70a5-832b-c4584638f437",
        "01a10e64-eaaa-73f8-9aa7-8b87914df7ae"
      ],
      "review_state": "machine_inferred"
    },
    {
      "id": "01a10e65-91bb-7390-95fe-b57c5dc8a5c9",
      "summary": "Stars went from 0 the day before to 13,517 (+24h: +2,413, +48h: +3,294, +7d: +6,127, +30d: +7,239, +90d: +13,517). Observed after the launch; not proof that the launch caused the change.",
      "event_id": "01a10e63-ecd4-72c6-8386-9c8669c2bcd3",
      "tactic_occurrence_id": null,
      "metric_snapshot_ids": [
        "01a10e65-91bb-738a-b9b4-01b55d20b44c",
        "01a10e65-91bb-738b-b418-615743324d5f",
        "01a10e65-91bb-738c-be5e-cc765e99dd3a",
        "01a10e65-91bb-738d-8427-0f1d7b3f0f7c",
        "01a10e65-91bb-738e-ab21-f9948ad1bf92",
        "01a10e65-91bb-738f-8758-c3faab6cd11f"
      ],
      "causal_attribution": "weakly_associated",
      "claim_ids": [
        "01a10e63-e0f6-73a4-a863-4ec7088f024c",
        "01a10e63-ecd4-72c4-a4ca-051341e7e943"
      ],
      "review_state": "machine_inferred"
    },
    {
      "id": "01a10e65-91bc-71a5-a7d4-a4f841ebd110",
      "summary": "Stars went from 27,487 the day before to 31,447 (+24h: +934, +48h: +1,170, +7d: +1,523, +30d: +2,593, +90d: +3,960). Observed after the launch; not proof that the launch caused the change.",
      "event_id": "01a10e63-f51a-700c-926d-d60661eb1f84",
      "tactic_occurrence_id": null,
      "metric_snapshot_ids": [
        "01a10e65-91bb-7392-bf16-879150a63f36",
        "01a10e65-91bb-7393-af9f-a4d2b034d248",
        "01a10e65-91bb-7394-9ba1-de2007f450f3",
        "01a10e65-91bc-71a2-8118-21d987d05aa2",
        "01a10e65-91bc-71a3-adfe-595c74cdbe59",
        "01a10e65-91bc-71a4-82ba-3e7b12a4996f"
      ],
      "causal_attribution": "weakly_associated",
      "claim_ids": [
        "01a10e63-e0f6-73a4-a863-4ec7088f024c",
        "01a10e63-f51a-700a-9979-d6ec66330109"
      ],
      "review_state": "machine_inferred"
    },
    {
      "id": "01a10e65-91bc-71ad-8772-dcb62fff2c5e",
      "summary": "Stars went from 33,315 the day before to 37,477 (+24h: +56, +48h: +123, +7d: +860, +30d: +1,701, +90d: +4,162). Observed after the launch; not proof that the launch caused the change.",
      "event_id": "01a10e64-9a6e-7296-862b-6476adecdf25",
      "tactic_occurrence_id": null,
      "metric_snapshot_ids": [
        "01a10e65-91bc-71a7-af97-e0c203fab272",
        "01a10e65-91bc-71a8-805f-f2554306ac53",
        "01a10e65-91bc-71a9-acce-c48958011d82",
        "01a10e65-91bc-71aa-93ed-b0e623d08175",
        "01a10e65-91bc-71ab-8fc0-84f4ec2af61f",
        "01a10e65-91bc-71ac-9f05-c037e5bd08a9"
      ],
      "causal_attribution": "weakly_associated",
      "claim_ids": [
        "01a10e63-e0f6-73a4-a863-4ec7088f024c",
        "01a10e64-9a6d-7181-800c-1295303c0975"
      ],
      "review_state": "machine_inferred"
    },
    {
      "id": "01a10e65-91bc-71b5-bd74-299a9055ce14",
      "summary": "Stars went from 52,448 the day before to 55,749 (+24h: +430, +48h: +514, +7d: +768, +30d: +1,493, +90d: +3,301). Observed after the launch; not proof that the launch caused the change.",
      "event_id": "01a10e63-f51a-7007-a760-0812a73501bb",
      "tactic_occurrence_id": null,
      "metric_snapshot_ids": [
        "01a10e65-91bc-71af-9330-618db70d0e8a",
        "01a10e65-91bc-71b0-b54d-fc7d57dea072",
        "01a10e65-91bc-71b1-93d9-ade3142c16bf",
        "01a10e65-91bc-71b2-a341-f08c362d06e4",
        "01a10e65-91bc-71b3-978e-3ae5111b5e8d",
        "01a10e65-91bc-71b4-bd43-8cae69b53104"
      ],
      "causal_attribution": "weakly_associated",
      "claim_ids": [
        "01a10e63-e0f6-73a4-a863-4ec7088f024c",
        "01a10e63-f51a-7005-841a-994bffda1dd1"
      ],
      "review_state": "machine_inferred"
    },
    {
      "id": "01a10e65-91bd-7102-a356-92c522169afe",
      "summary": "Stars went from 55,472 the day before to 58,005 (+24h: +77, +48h: +111, +7d: +254, +30d: +850, +90d: +2,533). Observed after the launch; not proof that the launch caused the change.",
      "event_id": "01a10e63-f51b-70a7-aa01-5353e92aed9b",
      "tactic_occurrence_id": null,
      "metric_snapshot_ids": [
        "01a10e65-91bc-71b7-950e-30012fdbf072",
        "01a10e65-91bc-71b8-8b8d-98df10e9b352",
        "01a10e65-91bc-71b9-b82a-ffca3b29de64",
        "01a10e65-91bc-71ba-a042-8b68abce7b66",
        "01a10e65-91bd-7100-b27a-5aaeb6c44d1a",
        "01a10e65-91bd-7101-a8b6-95f9921a9c37"
      ],
      "causal_attribution": "weakly_associated",
      "claim_ids": [
        "01a10e63-e0f6-73a4-a863-4ec7088f024c",
        "01a10e63-f51b-70a5-832b-c4584638f437"
      ],
      "review_state": "machine_inferred"
    }
  ],
  "prerequisites": [],
  "constraints": [
    {
      "id": "01a10e65-91b9-7394-b50e-3fcb61882533",
      "name": "Single-node SQLite architecture",
      "description": "The project cannot scale horizontally, and all writes go through one instance. Better Stack suggests it suits projects with around 10,000 users.",
      "applies_to_refs": [],
      "claim_ids": [
        "01a10e64-eaab-72dc-a0d6-d20cf32f2df7",
        "01a10e64-eaab-72de-a20b-d8be88660eb8"
      ],
      "review_state": "machine_inferred"
    },
    {
      "id": "01a10e65-91b9-7395-a05a-2e034240483a",
      "name": "Pre-v1 instability",
      "description": "There is no full backward-compatibility guarantee before v1.0.0.",
      "applies_to_refs": [],
      "claim_ids": [
        "01a10e64-eaac-7285-ac16-703e079d5977"
      ],
      "review_state": "machine_inferred"
    },
    {
      "id": "01a10e65-91b9-7396-ad6f-291ba38881ab",
      "name": "Maintainer capacity and funding",
      "description": "The project is described as a hobby, stopped accepting donations, and sought EUR 30,000 for a year of full-time work.",
      "applies_to_refs": [],
      "claim_ids": [
        "01a10e64-eaac-727d-ab5d-77fd639179c0",
        "01a10e63-f51b-70c8-91c4-ea534a529cbd",
        "01a10e64-eaaa-73fe-8af6-01e454328c09",
        "01a10e64-eaaa-73f8-9aa7-8b87914df7ae",
        "01a10e63-f51b-70a5-832b-c4584638f437"
      ],
      "review_state": "machine_inferred"
    },
    {
      "id": "01a10e65-91b9-7397-8977-3677613db7e8",
      "name": "Contribution restrictions due to LLM spam",
      "description": "PRs were temporarily limited to existing collaborators. The maintainer wrote that LLM contributions are not welcome and that the project may move elsewhere when time permits.",
      "applies_to_refs": [],
      "claim_ids": [
        "01a10e64-eaac-7291-acdd-a635e9694ad7",
        "01a10e64-eaac-7293-9f4e-26a269dce0bd",
        "01a10e64-eaac-728f-92fc-bdc618e8362a"
      ],
      "review_state": "machine_inferred"
    }
  ],
  "conflicts": [],
  "gaps": [
    {
      "id": "01a10e65-91b9-7398-9833-a37d7fd00b3c",
      "gap_type": "open_question",
      "summary": "Did PocketBase actually receive FLOSS/fund money, and was it later withdrawn?",
      "severity": "minor",
      "related_refs": [],
      "surface_key": null
    },
    {
      "id": "01a10e65-91b9-7399-9e14-7e658a57e06b",
      "gap_type": "open_question",
      "summary": "Why did PocketBase stop accepting donations in January 2024?",
      "severity": "minor",
      "related_refs": [],
      "surface_key": null
    },
    {
      "id": "01a10e65-91b9-739a-9331-c02ff595770e",
      "gap_type": "open_question",
      "summary": "How many active users or deployments does PocketBase have?",
      "severity": "minor",
      "related_refs": [],
      "surface_key": null
    },
    {
      "id": "01a10e65-91b9-739b-8ae0-1235123baa6e",
      "gap_type": "open_question",
      "summary": "When will a stable v1.0 release ship?",
      "severity": "minor",
      "related_refs": [],
      "surface_key": null
    },
    {
      "id": "01a10e65-91b9-739c-b086-42f9f35c19ef",
      "gap_type": "open_question",
      "summary": "What role did the Show HN and Product Hunt launches play in early adoption per the founder?",
      "severity": "minor",
      "related_refs": [],
      "surface_key": null
    },
    {
      "id": "01a10e65-91b9-739d-a7c1-2a52fc35c647",
      "gap_type": "open_question",
      "summary": "How is ongoing development financially sustained?",
      "severity": "minor",
      "related_refs": [],
      "surface_key": null
    },
    {
      "id": "01a10e65-91bb-7383-970c-ed6228c3f8b1",
      "gap_type": "unexplained_growth_episode",
      "summary": "No high-confidence public event found for the star growth of Dec 19, 2022 (+1,867 stars).",
      "severity": "material",
      "related_refs": [
        {
          "type": "growth_episode",
          "id": "01a10e63-e0fd-708f-a659-abfcea7a52e4"
        }
      ],
      "surface_key": null
    },
    {
      "id": "01a10e65-fb46-73bc-9abf-429b45af31e6",
      "gap_type": "link_only_surface",
      "summary": "2 X/Twitter link(s) were found but not read (link-only policy).",
      "severity": "minor",
      "related_refs": [],
      "surface_key": "x"
    },
    {
      "id": "01a10e65-fb46-73bd-8877-390474166174",
      "gap_type": "link_only_surface",
      "summary": "2 Product Hunt page(s) were found but not read (link-only policy).",
      "severity": "minor",
      "related_refs": [],
      "surface_key": "product_hunt"
    },
    {
      "id": "01a10e65-fb46-73be-b6b4-7f62fbd4d7fe",
      "gap_type": "unsupported_causality",
      "summary": "Several outcomes are shown only as observed after an event; no source measured their cause.",
      "severity": "minor",
      "related_refs": [],
      "surface_key": null
    },
    {
      "id": "01a10e65-fb46-73bf-b7b0-b02319857061",
      "gap_type": "source_inaccessible",
      "summary": "3 source(s) could not be fetched or parsed (blocked, missing or unreadable); their content is not used.",
      "severity": "minor",
      "related_refs": [],
      "surface_key": null
    }
  ],
  "narrative": {
    "thirty_second": {
      "text": "PocketBase is an MIT-licensed Go backend that ships as a single executable with an embedded SQLite database, realtime subscriptions, auth and an admin dashboard. It is positioned as a lightweight alternative to Firebase or Supabase. The repository was created on July 5, 2022. The first release and a Show HN post came out on July 7, followed by a Product Hunt launch on July 8. By October 2026 it had about 61,000 stars, 292 releases and 45 contributors. Star growth since launch has come in a series of short bursts that line up in time with large Hacker News posts and GitHub trending placements, with steadier growth between them.",
      "claim_ids": [
        "01a10e64-eaaa-73fa-a4e4-53793def3f2e",
        "01a10e64-eaaa-740e-b4ef-988c9eef5510",
        "01a10e64-eaab-72c0-a726-13b4321c591f",
        "01a10e64-eaab-72d0-a192-f6c3f4b1290c",
        "01a10e63-d907-7349-8189-74cac9adb456",
        "01a10e63-ecd4-72c4-a4ca-051341e7e943",
        "01a10e63-f51b-70a0-81a4-9b4d0fe3c0bf",
        "01a10e64-eaaa-7406-9f3c-11aa14249c75",
        "01a10e63-d907-734c-aa71-326350c75359",
        "01a10e63-ecd5-728c-a31c-e82a421b4c21",
        "01a10e63-e0fc-702c-a0d0-7534a66f23be",
        "01a10e63-f51a-700a-9979-d6ec66330109",
        "01a10e63-f51a-7005-841a-994bffda1dd1",
        "01a10e64-eaab-72c2-9b5c-36dc29d4a2c2",
        "01a10e64-eaab-72c8-90f5-26eb5d1935d9",
        "01a10e64-eaab-72c6-8566-6ae3f320046a"
      ],
      "inference_strength": "strong_inference"
    },
    "origin": {
      "text": "PocketBase started in 2022 as an open source Go project with Bulgaria listed as its country of origin. It is listed as a hobby project on dbdb.io. The public repository was created on July 5, 2022, and v0.1.0 was published two days later. The claims do not say why it was built.",
      "claim_ids": [
        "01a10e64-eaac-7279-86d7-0e4510fda7a4",
        "01a10e64-eaac-727b-acce-c63bcca93a7d",
        "01a10e64-eaac-727d-ab5d-77fd639179c0",
        "01a10e63-d907-7349-8189-74cac9adb456",
        "01a10e63-ecd4-72c4-a4ca-051341e7e943"
      ],
      "inference_strength": "explicit"
    },
    "first_users": {
      "text": "The first visible audience came from Hacker News and Product Hunt. A Show HN post on July 7, 2022, the day v0.1.0 shipped, reached 563 points and 111 comments. The next day PocketBase was hunted on Product Hunt by the Product Hunt account and placed #22 with 114 upvotes. It was #1 in Go on GitHub trending from July 9 to 12. The repo gained 7,018 stars between July 7 and July 27, up from roughly zero before. These were most likely developers browsing HN and GitHub, but the claims do not describe who actually adopted it.",
      "claim_ids": [
        "01a10e63-f51b-70a0-81a4-9b4d0fe3c0bf",
        "01a10e63-ecd4-72c4-a4ca-051341e7e943",
        "01a10e64-eaaa-7406-9f3c-11aa14249c75",
        "01a10e64-eaaa-7408-b29f-f5b7d3a51030",
        "01a10e64-eaaa-740a-a131-2e912e23e4af",
        "01a10e64-eaaa-740c-a2af-b7e8cf90ce2b",
        "01a10e64-eaab-72c4-969e-8546f18de937",
        "01a10e63-e0fc-702c-a0d0-7534a66f23be"
      ],
      "inference_strength": "moderate_inference"
    },
    "flywheel": {
      "text": "The evidence points to a loop driven by recurring exposure rather than one launch. People other than the maintainer kept reposting PocketBase to Hacker News, often reusing the '1 file' tagline. Two reposts, in January 2024 and November 2025, drew more points than the original Show HN. Over 214 days the repo also returned to GitHub trending, including top-5 placements across all languages in December 2023, April 2025 and July 2025. Star bursts happened around the same time as several of these placements. Separately, a third-party ecosystem grew alongside the project: unofficial hosting (PocketHost), community clients in several languages, and deployment guides. The permissive license allows this kind of outside work. The claims do not measure how much each part feeds the others.",
      "claim_ids": [
        "01a10e63-f51a-700a-9979-d6ec66330109",
        "01a10e63-f51a-7005-841a-994bffda1dd1",
        "01a10e63-f51b-70a0-81a4-9b4d0fe3c0bf",
        "01a10e63-f51b-70b4-a66b-a039e1cf2abc",
        "01a10e63-f51b-70cd-9d17-a05e5a014b10",
        "01a10e63-f51b-70d7-bd9b-14e28e4dce5c",
        "01a10e63-f51c-7355-aa2a-c294e56e2e8c",
        "01a10e64-eaab-72c2-9b5c-36dc29d4a2c2",
        "01a10e64-eaab-72c8-90f5-26eb5d1935d9",
        "01a10e64-eaab-72c6-8566-6ae3f320046a",
        "01a10e64-eaab-72ca-b600-1e319c510735",
        "01a10e63-e0fd-7090-bf8f-18a780f594f3",
        "01a10e63-e0fd-7095-b0ed-86d5f22526d2",
        "01a10e63-e0fd-709a-9733-1d7a7c07c10a",
        "01a10e63-e0fd-709f-bdd2-9bff46f329fb",
        "01a10e64-eaab-72da-9392-58d7d85dc5bc",
        "01a10e64-eaab-72e6-8933-808179db1853",
        "01a10e64-eaab-72e8-8afe-b72d13bcc357",
        "01a10e64-eaab-72ea-9d1d-0d9d35e5b616",
        "01a10e64-eaac-728d-8841-e2d23fb98793"
      ],
      "inference_strength": "moderate_inference"
    },
    "did_differently": {
      "text": "One reading is that PocketBase competed on simplicity of deployment. It packages the API server, admin dashboard and database into one file and states that constraint plainly in its tagline. It also shipped very quickly after launch: 15 releases between July 7 and July 21, 2022. It keeps a tight scope through a maintainer roadmap, asks contributors to discuss new-feature PRs first, and makes no backward-compatibility guarantee before v1. The single-file design has a known trade-off: it cannot scale horizontally, and one source suggests it suits projects with up to around 10,000 users.",
      "claim_ids": [
        "01a10e64-eaab-72d0-a192-f6c3f4b1290c",
        "01a10e64-eaaa-740e-b4ef-988c9eef5510",
        "01a10e64-eaaa-73ed-a5cb-dbafc811a72a",
        "01a10e63-ecd4-72c4-a4ca-051341e7e943",
        "01a10e63-ecd4-72c7-ad68-2086eaa3928a",
        "01a10e63-ecd4-72ca-991c-aaa12b334cff",
        "01a10e63-ecd4-72cd-8345-650aaa4af35f",
        "01a10e63-ecd4-72d0-880c-9267b268017a",
        "01a10e63-ecd4-72d3-afdf-034ffe34fe00",
        "01a10e63-ecd4-72d6-a58b-adf2a3cfe948",
        "01a10e63-ecd5-7256-92c0-11c0758d23c5",
        "01a10e63-ecd5-7259-9803-6c0e97df2125",
        "01a10e63-ecd5-725c-8ee8-c73bd9b7cced",
        "01a10e63-ecd5-725f-849c-779f599c1162",
        "01a10e63-ecd5-7262-a883-0cb11355bcf3",
        "01a10e63-ecd5-7265-b350-919c7be4063b",
        "01a10e63-ecd5-7268-899e-2f9302389442",
        "01a10e63-ecd5-726b-aebd-9b27cdc52780",
        "01a10e64-eaac-728f-92fc-bdc618e8362a",
        "01a10e64-eaac-7285-ac16-703e079d5977",
        "01a10e64-eaab-72dc-a0d6-d20cf32f2df7",
        "01a10e64-eaab-72de-a20b-d8be88660eb8"
      ],
      "inference_strength": "moderate_inference"
    },
    "key_takeaways": [
      {
        "text": "Launch attention came in a tight window. The first release, Show HN and Product Hunt launch happened within two days, and the project reports reaching #1 in Go trending after that. The launch period accounts for the largest star burst in the record, at 7,018 stars in three weeks.",
        "claim_ids": [
          "01a10e63-ecd4-72c4-a4ca-051341e7e943",
          "01a10e63-f51b-70a0-81a4-9b4d0fe3c0bf",
          "01a10e64-eaaa-7406-9f3c-11aa14249c75",
          "01a10e64-eaab-72c4-969e-8546f18de937",
          "01a10e63-e0fc-702c-a0d0-7534a66f23be"
        ],
        "inference_strength": "strong_inference"
      },
      {
        "text": "Later growth spikes often line up in time with posts the maintainer did not make. A January 2024 HN repost (630 points) coincided with a 1,387-star burst. The November 2025 repost reached 671 points, more than the original launch post.",
        "claim_ids": [
          "01a10e63-f51a-700a-9979-d6ec66330109",
          "01a10e63-e0fd-7095-b0ed-86d5f22526d2",
          "01a10e63-f51a-7005-841a-994bffda1dd1",
          "01a10e63-f51b-70a0-81a4-9b4d0fe3c0bf"
        ],
        "inference_strength": "moderate_inference"
      },
      {
        "text": "A short, concrete description ('backend in 1 file', a Firebase/Supabase alternative) has been reused almost word for word across many HN posts over four years. This suggests the description is easy to repeat.",
        "claim_ids": [
          "01a10e63-f51b-70a0-81a4-9b4d0fe3c0bf",
          "01a10e63-f51b-70b4-a66b-a039e1cf2abc",
          "01a10e63-f51a-700a-9979-d6ec66330109",
          "01a10e63-f51b-70cd-9d17-a05e5a014b10",
          "01a10e63-f51b-70d7-bd9b-14e28e4dce5c",
          "01a10e63-f51c-7355-aa2a-c294e56e2e8c",
          "01a10e63-f51a-7005-841a-994bffda1dd1",
          "01a10e64-eaaa-740e-b4ef-988c9eef5510"
        ],
        "inference_strength": "moderate_inference"
      },
      {
        "text": "The permissive license has gone together with outside hosting, community SDKs and deployment guides, which could make adoption easier beyond the official JavaScript and Dart SDKs.",
        "claim_ids": [
          "01a10e64-eaac-728d-8841-e2d23fb98793",
          "01a10e64-eaab-72da-9392-58d7d85dc5bc",
          "01a10e64-eaab-72e8-8afe-b72d13bcc357",
          "01a10e64-eaab-72ea-9d1d-0d9d35e5b616",
          "01a10e64-eaab-72d8-ac35-4745190686a0"
        ],
        "inference_strength": "moderate_inference"
      },
      {
        "text": "Maintainer-controlled scope is visible in the project's rules. New-feature PRs require prior discussion, and PRs were recently limited to existing collaborators because of LLM spam. Growth has continued under this model, though the claims do not show whether the model caused that growth.",
        "claim_ids": [
          "01a10e64-eaac-728f-92fc-bdc618e8362a",
          "01a10e64-eaac-7291-acdd-a635e9694ad7",
          "01a10e64-eaac-7293-9f4e-26a269dce0bd",
          "01a10e64-eaab-72be-8ce4-798386054398",
          "01a10e64-eaab-72cc-b2cc-c7c07bcf5967"
        ],
        "inference_strength": "moderate_inference"
      }
    ]
  }
}
