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    "url": "https://docs.cubic.dev/ai-review/interactive-comments.md",
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    "excerpt": "Flex capacity keeps GitHub PR AI reviews running after your workspace uses its included reviewed-line capacity. You set a monthly spend limit, and cubic buys extra reviewed-line capacity only when a review would otherwise be paused.",
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    "url": "https://docs.cubic.dev/code-review-platform/archive/ai-sidebar.md",
    "excerpt": "The chat sidebar helps you quickly understand and navigate your pull requests (PRs) with intelligent, context-aware assistance directly within cubic.",
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    "tier": "claimed-docs",
    "url": "https://docs.cubic.dev/how-to-guides/create-a-pull-request.md",
    "excerpt": "you can keep using normal Git commands exactly as before (e.g., `git checkout -b my-feature`, `git commit -m \"message\"`, `git push`). Using **mg** is entirely optional for a single PR workflow",
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    "url": "https://docs.cubic.dev/how-to-guides/merge-your-stack.md",
    "excerpt": "cubic** offers a dedicated UI ([cubic.dev](https://cubic.dev)) for merging them in the **correct order**—no guesswork or manual rebasing required.",
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  {
    "id": "cubic-comm-1",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/43692476",
    "excerpt": "This looks like a cool solve for this problem. Some of the other tools I tried didn't seem to contextualize the app, so the comments were surface level and trite.",
    "fetchedAt": "2026-09-10T19:14:36.601Z"
  },
  {
    "id": "cubic-comm-2",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/43692476",
    "excerpt": "Happy mrge user here - congrats on the launch! It's encouraged our team to do more stacked PRs and made every review a bit nicer.",
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  },
  {
    "id": "cubic-comm-3",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/43692476",
    "excerpt": "I've tried something similar in the past. The concept is cool, but so far the solutions I've seen are not so useful in terms of comments quality and ability to catch bugs.",
    "fetchedAt": "2026-09-10T19:14:36.601Z"
  },
  {
    "id": "cubic-comm-4",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/43692476",
    "excerpt": "As far as I can see, this doesn't directly integrate with github (we currently use coderabbit on github)? Is it on your timeline?",
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  },
  {
    "id": "cubic-comm-5",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/43692476",
    "excerpt": "Would be great to have support for GitLab also (have a project there that I would love to try this on and I can't switch it to GitHub)",
    "fetchedAt": "2026-09-10T19:14:36.601Z"
  },
  {
    "id": "cubic-comm-6",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/43692476",
    "excerpt": "It looks like graphite.dev has pivoted into this space too, which is annoying since they still don't have gitlab support after several years, in comparison to this product's competitors.",
    "fetchedAt": "2026-09-10T19:14:36.601Z"
  },
  {
    "id": "cubic-comm-7",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/44386887",
    "excerpt": "I've been testing this for the last few months, and it is now much quieter than before, and even more useful.",
    "fetchedAt": "2026-09-10T19:14:36.601Z"
  },
  {
    "id": "cubic-comm-8",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/44386887",
    "excerpt": "Very vague post light on details, and as usual, feels more like a marketing pitch for the website.",
    "fetchedAt": "2026-09-10T19:14:36.601Z"
  },
  {
    "id": "cubic-comm-9",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/44386887",
    "excerpt": "what I saw using 5-6 tools like this: PR description is never useful, they barely summarize file changes; 90% of comments are wrong or irrelevant; 5-10% of the time it actually spots something. Not entirely sure it's worth the noise.",
    "fetchedAt": "2026-09-10T19:14:36.601Z"
  },
  {
    "id": "cubic-comm-10",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/44386887",
    "excerpt": "When I read '51% fewer false positives' followed immediately by 'Median comments per pull request cut by half' it makes me wonder how many true positives they find.",
    "fetchedAt": "2026-09-10T19:14:36.601Z"
  },
  {
    "id": "cubic-probe-1",
    "tier": "probe",
    "url": "https://docs.cubic.dev/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 200 at https://docs.cubic.dev/llms.txt # cubic documentation\n\n> cubic reviews code on GitHub and in local coding workflows. These docs cover review setup, codi",
    "fetchedAt": "2026-09-16T02:17:22.886Z"
  },
  {
    "id": "cubic-probe-2",
    "tier": "probe",
    "url": "https://docs.cubic.dev/openapi.json",
    "excerpt": "PROBE openapi: all candidate paths 404 (https://docs.cubic.dev/openapi.json, https://docs.cubic.dev/swagger.json, https://docs.cubic.dev/api/openapi.json, https://docs.cubic.dev/.well-known/openapi.json)",
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  {
    "id": "cubic-probe-3",
    "tier": "probe",
    "url": "https://docs.cubic.dev/ide/mcp-server",
    "excerpt": "official MCP server documented at https://docs.cubic.dev/ide/mcp-server",
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  },
  {
    "id": "cubic-probe-4",
    "tier": "probe",
    "url": "https://docs.cubic.dev/ide/cli-review",
    "excerpt": "official CLI documented at https://docs.cubic.dev/ide/cli-review",
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