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  "prompt": "The kickoff transcript records Quentin discovering a Fivetran connector bug in 2024. What is the Orbital-documented status of that bug fix in the internal engagement plan, and what specific test do the project documents say should be included in Phase 3 to validate it?",
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    "answer": "## Orbital-documented status\n\nPer the internal engagement plan (`agent_memory/internal/orbital/engagement-plan-coppertide-v1.md:36`), Priya records the bug as **fixed**: \"That bug is fixed (Fivetran shipped the connector rewrite in late Q3 2024) but the institutional memory is 'Fivetran broke us.'\" She flags that Phase 3 must address it directly **with documentation** \u2014 surfacing the 2024 incident explicitly in any Fivetran writeup \u2014 because hand-waving it will cost Devansh's trust on the recommendation.\n\n## Phase 3 validation test\n\nThe kickoff transcript's \"Open Questions (parked)\" section (`kickoff-call-2026-04-22-transcript.md:490`) specifies the test:\n\n> **Phase 3 connector test plan.** Specifically: include a **duplicate-order regression test** in any Fivetran Shopify Plus evaluation to validate the fix Marcus believes shipped late 2024 / early 2025.\n\nThe regression test targets the exact symptom Quentin described in the August 2024 trial (`kickoff-call-2026-04-22-transcript.md:322`): orders with line-item edits arriving twice \u2014 same order ID, overlapping timestamps \u2014 once as the original and once as the edit.",
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            "outputPreview": "313-\n314-**[09:46]**\n315-\n316-**Priya:** Okay, with Lina off \u2014 Quentin, you've been quiet. Anything you want to flag that you didn't want to say in front of Lina?\n317-\n318:**Quentin:** (pause) Yeah, actually, one thing. On Fivetran specifically. We tried Fivetran in 2024. Briefly. Like, three weeks.\n319-\n320-**Priya:** Oh.\n321-\n322-**Quentin:** And we hit an issue with the Shopify Plus connector. \u2026",
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            "outputPreview": "7-\n8----\n9-\n10-## 1. Engagement summary\n11-\n12:[Omitted long matching line]\n13-\n14-Deal shape: $30k on signing (received Monday), $30k EoW4, $30k EoW8, $30k on completion. Capped budget. No expansion clause. Marcus and I will each spend ~24 hours/week for 12 weeks, which at our blended rates totals roughly $189k of effort against a $120k cap. That ~$69k delta is Orbital's investment in this accoun\u2026",
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        "text": "## Orbital-documented status\n\nPer the internal engagement plan (`agent_memory/internal/orbital/engagement-plan-coppertide-v1.md:36`), Priya records the bug as **fixed**: \"That bug is fixed (Fivetran shipped the connector rewrite in late Q3 2024) but the institutional memory is 'Fivetran broke us.'\" She flags that Phase 3 must address it directly **with documentation** \u2014 surfacing the 2024 incident explicitly in any Fivetran writeup \u2014 because hand-waving it will cost Devansh's trust on the recommendation.\n\n## Phase 3 validation test\n\nThe kickoff transcript's \"Open Questions (parked)\" section (`kickoff-call-2026-04-22-transcript.md:490`) specifies the test:\n\n> **Phase 3 connector test plan.** Specifically: include a **duplicate-order regression test** in any Fivetran Shopify Plus evaluation to validate the fix Marcus believes shipped late 2024 / early 2025.\n\nThe regression test targets the exact symptom Quentin described in the August 2024 trial (`kickoff-call-2026-04-22-transcript.md:322`): orders with line-item edits arriving twice \u2014 same order ID, overlapping timestamps \u2014 once as the original and once as the edit.",
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    "answer": "**Orbital-documented status:** The Fivetran Shopify Plus duplicate-orders bug Quentin hit in August 2024 is documented in `internal/orbital/engagement-plan-coppertide-v1.md` (\u00a72) as **fixed** \u2014 specifically, \"Fivetran shipped the connector rewrite in late Q3 2024.\" The plan notes the *institutional* memory at Coppertide is still \"Fivetran broke us,\" so Phase 3 must address the 2024 incident **directly in the writeup with documentation, not hand-wave it** \u2014 otherwise Devansh won't trust the recommendation.\n\n**Phase 3 test (from project docs):** The kickoff transcript's \"Open Questions (parked)\" and Priya's in-call statement both specify a **duplicate-order regression test in the Fivetran Shopify Plus connector evaluation** \u2014 validating that orders with line-item edits no longer come through twice (same order ID, overlapping timestamps) \u2014 to confirm the late-2024/early-2025 connector rewrite actually resolved the original symptom.",
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        "text": "**Orbital-documented status:** The Fivetran Shopify Plus duplicate-orders bug Quentin hit in August 2024 is documented in `internal/orbital/engagement-plan-coppertide-v1.md` (\u00a72) as **fixed** \u2014 specifically, \"Fivetran shipped the connector rewrite in late Q3 2024.\" The plan notes the *institutional* memory at Coppertide is still \"Fivetran broke us,\" so Phase 3 must address the 2024 incident **directly in the writeup with documentation, not hand-wave it** \u2014 otherwise Devansh won't trust the recommendation.\n\n**Phase 3 test (from project docs):** The kickoff transcript's \"Open Questions (parked)\" and Priya's in-call statement both specify a **duplicate-order regression test in the Fivetran Shopify Plus connector evaluation** \u2014 validating that orders with line-item edits no longer come through twice (same order ID, overlapping timestamps) \u2014 to confirm the late-2024/early-2025 connector rewrite actually resolved the original symptom.",
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