superserve-ai / superserve

每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。

本报告未能采集到解析后的依赖集合：GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

安装 pypi:superserve@0.8.1 会引入 12 个包（直接与传递）：其中 0 个存在已知公告，0 个为直接依赖。

没有已知公告影响已评估的依赖。

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

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      "pushed_at": "2026-07-27T17:03:51Z",
      "created_at": "2025-10-10T01:33:24Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-27T05:19:22Z",
      "description": "Sandbox infrastructure for AI Agents",
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      "releases": [
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          "tag": "v1.1.0",
          "kind": "minor",
          "published_at": "2026-03-01T03:17:47Z"
        },
        {
          "tag": "v1.0.2",
          "kind": "patch",
          "published_at": "2026-02-24T00:45:50Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2026-02-23T22:31:08Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "263c83bd4d0892d3107371b245742a73dd3434db",
          "body": "## Related Issues\nCleans up the billing page\n\n## Description\nAdds a billing summary page\n\n## Additional Context\n<!-- Anything you want reviewers to know or give specific feedback on?\n-->\n\n## Testing\n<!-- Describe how you tested these changes -->\n\n- [x] Tested locally\n- [x] Added/updated tests\n- [x] All tests passing\n\n## Screenshots/Demo\n<img width=\"1651\" height=\"914\" alt=\"image\"\nsrc=\"https://github.com/user-attachments/assets/052d98e9-224d-4fb9-848b-3214c6f705ed\"\n/>",
          "is_bot": false,
          "headline": "Adding a billing summary UI (#251)",
          "author_name": "awille-ai",
          "author_login": "awille-ai",
          "committed_at": "2026-07-24T00:35:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d0cca95888b199d58bf34e750d5a5d04adc26b5",
          "body": "The control plane is moving the per-team active-sandbox counter from the\n`team.active_sandbox_count` column to a sharded counter table; after\nthat migration the column freezes at its pre-migration value and live\ncounts are served by the `team_active_sandbox_counts` view. This\nrepoints the console's \n[…]\n shows wrong data that this PR would\nhave shown correctly.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "console: read live sandbox counts from the sharded-counter view (#294)",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-07-23T21:02:15Z",
          "body_truncated": true,
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        },
        {
          "oid": "4cb632063ddd42bf11044f17d78828e2e5fda884",
          "body": "When an exec WebSocket closed before a command finished, both SDKs\nraised a generic \"connection closed\" error that discarded the server's\nclose code and reason. Separately, `stdin.write` sent arbitrarily large\npayloads as a single frame, which can exceed per-message limits on the\nserver side.\n\n- std\n[…]\nn\n`__version__`, which had drifted from `pyproject.toml`).\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "sdk: chunk stdin writes and surface exec close reasons (#291)",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-07-21T02:28:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "609c006a859a0166fc142dba75c4c0311598d691",
          "body": "Reverts superserve-ai/superserve#283",
          "is_bot": false,
          "headline": "Revert \"docs: add LangChain Deep Agents integration page\" (#292)",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-07-21T00:54:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2327e5809bb25c47b845d05f0e23f8e6ea9e8946",
          "body": "Adds a docs page for the\n[`langchain-superserve`](https://pypi.org/project/langchain-superserve/)\nintegration — using Superserve sandboxes as the execution runtime for\nLangChain, LangGraph, and Deep Agents.\n\n## What's here\n- New page `integrations/agent-harnesses/langchain.mdx` under\n**Integrations \n[…]\n async\n`ainvoke` path verified against SDK signatures.\n\nModel in the example uses the current-generation\n`anthropic:claude-sonnet-5`.\n\n---------\n\nCo-authored-by: Pavitra Bhalla <pavitra@superserve.ai>",
          "is_bot": false,
          "headline": "docs: add LangChain Deep Agents integration page (#283)",
          "author_name": "Mohamed Sobhy",
          "author_login": "mohamedsobhi777",
          "committed_at": "2026-07-21T00:33:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "897993493d1730d66ee419cfccb92f4194eb0c0d",
          "body": "## Summary\n\n- add an Agno guide under Cookbook → Agent Harnesses\n- document installation, sandbox execution, session reuse, lifecycle\noptions, and secret binding\n- add the official Agno mark and link to Agno's toolkit reference and\nrunnable cookbook example\n\n## Why\n\nAgno's Superserve toolkit has mer\n[…]\nadvanced toolkit options.\n\n## Validation\n\n- `bun run docs:check-nav`\n- `bunx --bun mintlify validate`\n- `bunx --bun mintlify broken-links`\n- local Mintlify preview returned HTTP 200 for the Agno route",
          "is_bot": false,
          "headline": "docs: add Agno integration guide (#288)",
          "author_name": "Mohamed Sobhy",
          "author_login": "mohamedsobhi777",
          "committed_at": "2026-07-17T19:39:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "abcd5c4d512759f82555af1b146869ce1d8e2711",
          "body": "## Summary\n\n- add the dedicated `platform:activity:read` permission to console\nimpersonation keys\n- scope audit-log caches by the active or impersonated team\n- resolve per-sandbox activity from the impersonated team's region\n- fail closed with a clear authorization state when activity access is\nmiss\n[…]\ns/console lint`\n- `bun run --cwd apps/console typecheck`\n- 58 focused Vitest tests passed across permissions, impersonation,\nproxy authentication, activity cache isolation, and activity server\nactions",
          "is_bot": false,
          "headline": "Fix admin access to impersonated audit logs (#285)",
          "author_name": "Mohamed Sobhy",
          "author_login": "mohamedsobhi777",
          "committed_at": "2026-07-17T18:31:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fa841ba3d1d555a5751b1b7d9bfcb23ce9bf8a3c",
          "body": "## Summary\nPlatform impersonation of a migrated team fails with 401s: the\nimpersonation cookie pins the team's region at start, and `findTeamById`\nreturns the first cell match in configured order — for a migrated team\nthat's the detached fallback row in the old cell, whose keys are all\nrevoked. Part\n[…]\now is missing, null-home_region compatibility.\n- Full team-directory suite: 24/24.\n- Root cause verified live against a migrated team (impersonation 401 →\nresolves after the equivalent data-side fix).",
          "is_bot": false,
          "headline": "console: findTeamById prefers the cell a team names as home (#282)",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-07-15T01:38:39Z",
          "body_truncated": true,
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        },
        {
          "oid": "365ee739c116f11647fc59721109a39c4c288c42",
          "body": "## Related Issues\n<!-- Link any related issues: Fixes #123, Relates to #456 -->\nNone.\n\n## Description\nAdds a `loop-pr-loop` GitHub Actions workflow that runs the published\n`@superserve/loops` PR review loop on every PR code change (opened,\nsynchronize, reopened) plus manual dispatch, driving one war\n[…]\ns[bot]`\nusing the workflow's built-in token.\n\n## Testing\n<!-- Describe how you tested these changes -->\n\n- [ ] Tested locally\n- [ ] Added/updated tests\n- [ ] All tests passing\n\n## Screenshots/Demo\nN/A",
          "is_bot": false,
          "headline": "Add pr-loop GitHub Actions workflow (#280)",
          "author_name": "Mohamed Sobhy",
          "author_login": "mohamedsobhi777",
          "committed_at": "2026-07-15T00:06:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3e1833b2500cc45c13e770cb6ddc8b362bf68068",
          "body": "## Related Issues\nWhen we fixed the impersonation, we broke the template view\n\n## Description\nThis changes the authentication for the template view\n\n## Additional Context\n<!-- Anything you want reviewers to know or give specific feedback on?\n-->\n\n## Testing\n<!-- Describe how you tested these changes -->\n\n- [ ] Tested locally\n- [ ] Added/updated tests\n- [ ] All tests passing\n\n## Screenshots/Demo\n<!-- If applicable, add screenshots or a demo link -->",
          "is_bot": false,
          "headline": "fixing template view (#281)",
          "author_name": "awille-ai",
          "author_login": "awille-ai",
          "committed_at": "2026-07-14T22:39:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "94f348345513e3315e13c5729b744d3f2dd378fa",
          "body": "…uperserve sandbox (#247)\n\n## Summary\n\nAdds **PR Superloop** — an open-source, installable agent loop that\nshepherds open pull requests. On each commit pushed to a PR, Claude Code\nruns headless inside a warm Superserve sandbox, reviews the diff against\na calibrated rubric, runs the project's own tes\n[…]\nut if preferred)**\n- `apps/console/src/components/date-range-filter.test.tsx` — pins the\nclock so the test is date-independent.\n- `docs/docs.json` — also adds Teams endpoints to the API Reference nav.",
          "is_bot": false,
          "headline": "Add PR Superloop: an installable agent loop that reviews PRs from a S…",
          "author_name": "Mohamed Sobhy",
          "author_login": "mohamedsobhi777",
          "committed_at": "2026-07-14T14:24:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c5bd5df203a9300bff63c21c6bc67ea19592a011",
          "body": "## Related Issues\nhttps://github.com/superserve-ai/superserve/pull/227 this was the\noriginal change that made the changes, and then i stomped on it by\naccident\n\n\n## Description\nThis is the \"impersonation\" flow that I accidentally killed\n\n## Additional Context\n\n\n## Testing\nAdded tests. also looking at the console build\n\n- [X ] Tested locally\n- [X ] Added/updated tests\n- [X ] All tests passing\n\n## Screenshots/Demo\n<!-- If applicable, add screenshots or a demo link -->",
          "is_bot": false,
          "headline": "Reviving a page I killed (#263)",
          "author_name": "awille-ai",
          "author_login": "awille-ai",
          "committed_at": "2026-07-13T21:07:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85779e63fcb0da48872315aebc47d1fe6e8ab05c",
          "body": "## Summary\nOne version alignment left over from #275 (the `MIN_SDK_VERSION` bump to\n0.8.0 already landed there): the Python SDK bumps to 0.8.0, since it\nships the same new region-routing code as the TS SDK's 0.8.0 and a PyPI\nrelease can't go out on the old version.\n\n## Testing\nVersion metadata only; no code paths change.",
          "is_bot": false,
          "headline": "python-sdk: bump to 0.8.0 to match the TS SDK region release (#276)",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-07-10T04:48:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96bcebfa39b00398ced6a3e5f937cea1360989bb",
          "body": "## Summary\nAdds `usw-sandbox.superserve.ai` to both SDKs' shared-host sets, so\nserver-side data-plane traffic for usw sandboxes uses the pooled shared\norigin + routing header instead of a distinct TLS origin per sandbox.\nThe comment guarding this entry asked for the usw proxy's shared-host\npath to b\n[…]\nutes via the shared origin. The test list extends\nper cell launch.\n\n## Testing\nTS SDK: 221 tests green (13 files). Python SDK: 54 green. Live\nshared-origin exec verified against the usw cell as above.",
          "is_bot": false,
          "headline": "sdk: usw joins the shared-host data-plane path (#277)",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-07-10T04:45:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ea65baf80cad7850bca5ec712c1d48b21966342e",
          "body": "Makes west-cell (`usw`) teams work from all three clients: SDKs,\nconsole, and MCP. Before this, a west team's key/console/MCP calls\nlanded on the primary (us-east) cell, so their sandboxes were\nunreachable.\n\n**SDKs** — add `usw` → `{api-usw.superserve.ai,\nusw-sandbox.superserve.ai}` to the known-reg\n[…]\nTests: SDK, Python, MCP, and console suites green; typecheck clean.\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>\nCo-authored-by: Pavitra Bhalla <pavitra@superserve.ai>",
          "is_bot": false,
          "headline": "Add usw region routing to the SDKs and console data plane (#275)",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-07-10T03:09:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a82fad135b9b19a6a052ebd5cee8ab20880a2ac3",
          "body": "…273)\n\n## Problem\n\nA brand-new user (e.g. Google OAuth first login) lands on `/sandboxes`\nand immediately hits **\"Something went wrong — You do not have\npermission to perform this action.\"** The auth callback provisions\nnothing, so the user has zero memberships; the first server-side request\nis what\n[…]\nexisting on `main` (OpenAPI `GET /activity` missing from docs nav).\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>\nCo-authored-by: Pavitra Bhalla <pavitra@superserve.ai>",
          "is_bot": false,
          "headline": "console: provision full RBAC chain on first-login team auto-create (#…",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-07-09T22:44:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7a5f0c29e01215b864cf477154c084956177d116",
          "body": "…(#274)\n\nAdds a `sec` suffix inside the **Timeout** and **Auto-delete** number\ninputs in the create-sandbox dialog's advanced section, so the unit is\nvisible at a glance rather than only in the helper text.\n\nUses the `Input` component's existing `suffix` prop — no component\nchanges.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "console: show seconds unit on sandbox timeout and auto-delete inputs …",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-07-09T17:37:26Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "58dc097c15e6b11600f9bf0bd2796dc76dd69085",
          "body": "## Summary\n\nMigrates the Audit Logs page from client-side filtering of a capped\n≤100-row fetch to true server-side pagination against the new `GET\n/activity` endpoint, mirroring the Sandboxes list page.\n\nPreviously the page fetched up to 100 activity rows via a Supabase\nserver action (`listActivityA\n[…]\nv entry can only land\nonce #189 is merged. It'll go in a small docs-only PR right after —\nmerge it promptly, since once #189 is on `main` the check will expect\nthe nav entry on subsequent console PRs.",
          "is_bot": false,
          "headline": "feat: server-side pagination for audit logs page (#270)",
          "author_name": "Mohamed Sobhy",
          "author_login": "mohamedsobhi777",
          "committed_at": "2026-07-09T16:45:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "56b57cef38bf117002b356fcf557b6d9a525b556",
          "body": "## Summary\nAdds a team switcher to the console. The active team lives in an\nhttpOnly cookie (`region:teamId`) and every dashboard surface —\nsandboxes, templates, snapshots, secrets, activity/audit, API keys,\nbilling, quota, team management — resolves it server-side, so switching\nre-scopes the whole \n[…]\ner-team derivation; new teams-actions\ntests for the directory's active marker, switch validation, and\ncreate-switches-to-new-team.\n- Full console suite: 409 tests pass; typecheck, oxlint, oxfmt clean.",
          "is_bot": false,
          "headline": "console: team switcher — cookie-backed active team (#272)",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-07-09T05:02:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "56145c0cefc77b0844b29fb92bef67352c311baa",
          "body": "Auto-pause (`timeoutSeconds`) was only documented as scattered field\ndescriptions — the lifecycle page had Pause/Resume/Kill/Auto-delete but\nno Auto-pause section, even though it's the more fundamental behavior\n(auto-delete depends on a box pausing first).\n\n- Adds an **Auto-pause** section to the li\n[…]\neout tracks the current active session and re-arms\non resume; it's not a total lifetime. Both now link to the new section.\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "docs: add auto-pause lifecycle section and fix timeout wording (#269)",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-07-08T18:12:27Z",
          "body_truncated": true,
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        },
        {
          "oid": "301e15b79d436eb7168eed51c12af9d386019a2b",
          "body": "…d main (#268)\n\nRecovers from a partial release and fixes the underlying workflow bug.\n\n## Context\n`@superserve/sdk@0.7.8` **published successfully to npm**, but the\n`release.yml` \"Commit version bump\" step failed:\n```\nGH006: Protected branch update failed for refs/heads/main.\nChanges must be made t\n[…]\nthe\nprotected-branch design and the PyPI publisher config.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "release: reconcile main to 0.7.8 and fix release.yml push to protecte…",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-07-08T05:53:01Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "dec41101a2939857e8fea00d0d6130f8f589e327",
          "body": "…ump (#267)\n\nThe auto-delete PR (#265) pre-bumped the SDK and Python package versions\nto 0.7.8. But `release.yml` (the `workflow_dispatch` publisher) is\ndesigned to **own** the version bump — it bumps\n`package.json`/`pyproject.toml`/`__init__.py` to the input version,\npublishes via OIDC, then commit\n[…]\n: 0.7.8), then\npush the `mcp-v0.1.1` tag once the SDK is live on npm.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "revert: unset SDK/Python 0.7.8 bump so release.yml owns the version b…",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-07-08T00:04:27Z",
          "body_truncated": true,
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        },
        {
          "oid": "778a9cbd2dc5fda236c5537a8fd42dadd1e2b7ad",
          "body": "Everything in this repo and its PR metadata is public, so the guidelines\nnow say what that implies: no customer names, no internal tracker IDs,\nno internal URLs — in code, fixtures, commits, or PR text. Also rewords\none merged comment that cited a tracker ID.\n\nTesting: docs + comment-only change; lint clean on the touched file.",
          "is_bot": false,
          "headline": "document public-repo hygiene in CLAUDE.md (#266)",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-07-07T23:42:05Z",
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        {
          "oid": "1ab33b48202fa606009381a9ea1f372683011a01",
          "body": "… on update (#265)\n\nSDK, console, MCP, and docs support for paused-sandbox auto-delete, plus\na patchable auto-pause timeout. Mirrors the control-plane API\n(superserve-ai/sandbox#178).\n\n- **TS + Python SDKs**: `autoDeleteSeconds`/`auto_delete_seconds` on\ncreate; `update()` sets or clears (`null`/`Non\n[…]\nsole 351), pytest (287), MCP (88); typecheck\n+ lint clean.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "sdk: auto_delete_seconds on create, patchable auto-delete and timeout…",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-07-07T23:30:04Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "70235d6bb5b87bc53a83aa138c3bda28d7ee56b5",
          "body": "… writes (#264)\n\nThe console now supports teams homed in different regions (\"cells\"),\nincluding creating new teams in the usw cell. A cell registry maps\nregion → {Supabase admin client, control-plane API base URL}; team\nlookups fan out across configured cells, and everything that operates on\na team \n[…]\nhe team's cell, proxy routes forward to the resolved cell base\nURL.\n- `bun run test` (console): 47 files, 370 tests passing; `bun run\ntypecheck` clean; `bunx oxlint` / `oxfmt` clean on `apps/console`.",
          "is_bot": false,
          "headline": "console: multi-cell support — cell registry, team directory, per-cell…",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-07-07T18:11:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "739c43305761579daa2f7144dbd50edb0f02b510",
          "body": "## Summary\n\nRestructures the docs site navigation. The former 4-tab layout\n(Documentation · SDK Reference · Integration Guides · API Reference)\nbecomes a single-axis **anchors** layout: no top tab bar; four\nicon-labeled sections pinned at the top of the sidebar, selected via a\nlayout comparison acro\n[…]\ner renders in the Cookbook sidebar\nwhile `cookbook/pr-loop.mdx` and `cookbook/software-factory.mdx` remain\non disk\n- [x] Verify the anchors sidebar renders as expected on the deployed\nMintlify preview",
          "is_bot": false,
          "headline": "docs: merge SDK and API reference into one tab, add Cookbook tab (#255)",
          "author_name": "Mohamed Sobhy",
          "author_login": "mohamedsobhi777",
          "committed_at": "2026-07-06T17:26:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1e3459cece001d3a2eba85b8a86a7d835b155174",
          "body": "…d templates (#262)\n\n## What\n\nAdds server-side pagination, sorting, and filtering to the **Sandboxes**\nand **Templates** list views. Both pages previously fetched the entire\nlist and filtered/searched in memory, which doesn't scale as a team\naccumulates sandboxes/templates. Each view now fetches onl\n[…]\nnual: paginate / sort / filter / search on both pages against a\nbackend that has the pagination params (staging, post backend deploy)\n\n---------\n\nCo-authored-by: Pavitra Bhalla <pavitra@superserve.ai>",
          "is_bot": false,
          "headline": "console: server-side pagination, sorting & filtering for sandboxes an…",
          "author_name": "Mohamed Sobhy",
          "author_login": "mohamedsobhi777",
          "committed_at": "2026-07-04T00:50:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d8059e4985eb7fa4d3c519d203e00ae8aa9ad99d",
          "body": "SDKs (TypeScript + Python) now derive the API endpoint client-side from\nthe region token in `ss_live_<region>_<random>` API keys, via a\nknown-regions map. This lets multi-region keys route to the right cell\nwith zero configuration, part of the multi-region cell work (SS-143).\n\n**Technical decisions*\n[…]\new tests in both SDKs cover legacy keys, `use` keys, unknown regions,\n`_`-collision keys, weird/never-throw keys, and the full precedence\norder (plus prototype-member safety on the TS side via `Map`).",
          "is_bot": false,
          "headline": "sdk: derive API endpoint from region-tagged API keys (#261)",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-07-02T23:53:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bb86b7daebd0a1110b89514169ca386ed2b1bd7f",
          "body": "…250)\n\n## What\n\n**Trusted Publishing (token-free OIDC) for the release workflows:**\n- `mcp-publish.yml` — npm publish now via OIDC (dropped\n`NODE_AUTH_TOKEN`/`.npmrc`; added `npm install -g npm@latest` since OIDC\ntrusted publishing needs npm ≥ 11.5.1). The MCP-registry half already\nused `github-oidc\n[…]\n`NPM_TOKEN` / `PYPI_TOKEN` secrets can be deleted.\n(`cli-publish.yml` still uses a token — same treatment optional later.)\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "ci: Trusted Publishing for MCP + SDK releases; fix MCP server.json (#…",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-07-02T21:00:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b53719176a7344b17356091ad3a62a81435779d0",
          "body": "## Summary\n- Several public docs described sandbox cold starts as \"sub-second\" —\nundersells actual latency and reads as vague marketing copy\n- Replaced with \"<50ms\" / \"fast (<50ms)\" across the Claude Managed\nAgents integration docs, guide README, and parallel-benchmark-agent\nrecipe README\n\n## Testing\n- Docs-only change",
          "is_bot": false,
          "headline": "docs: replace sub-second cold start claims with <50ms (#256)",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-07-02T17:04:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa08a0039ea6bb45e467cdcb95afdeefa039bc86",
          "body": "## Summary\n- Add a permission-gated `/user-management` console page for RBAC Phase\n4 team member and role management.\n- Add a console-owned `/api/team-management` proxy that resolves the\ncurrent team server-side and forwards only to customer RBAC endpoints.\n- Gate user-management access on the share\n[…]\nests\n\n## Notes\n- No backend schema changes in this repo.\n- Customer sandbox read access should move to explicit\nplatform-authorized read APIs in a separate backend/API design, not\nstaff impersonation.",
          "is_bot": false,
          "headline": "Add RBAC user management console UI (#241)",
          "author_name": "awille-ai",
          "author_login": "awille-ai",
          "committed_at": "2026-07-02T05:56:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c29fdd2b21da12a09457b899c433b3ef75d66252",
          "body": "New customer API keys embed the team's home region —\n`ss_live_<region>_<random>`, read from `team.home_region` — so the API\nedge can route a request to the team's home cell from the key string\nalone, no directory lookup. Legacy keys are untouched and keep working.\nPart of the two-region rollout; pai\n[…]\ng\n\n3 new vitest cases: region embedding + hash-covers-full-string, fallback\non missing column, fallback on unknown region code. Existing\nimpersonation-refusal test unchanged. Typecheck + oxlint clean.",
          "is_bot": false,
          "headline": "console: mint region-prefixed API keys (ss_live_<region>_...) (#253)",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-07-02T05:45:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7f54ea21d60a306adbff184dc8ddb4318951ab4c",
          "body": "Shows a warning banner once a team reaches 80% of its sandbox limit,\ncomplementing the email/Slack alerts from the control plane.\n\n- Live read of the team's sandbox usage (self-clears when sandboxes are\ndeleted).\n- Threshold check mirrors the control-plane integer math so banner and\nemail never disa\n[…]\nession dismiss; renders nothing for multi-team users (no error\nspam).\n- Mounted in the dashboard shell above page content.\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "console: warn in-product when a team nears its sandbox limit (#239)",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-07-02T03:52:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ec092a43df02d80fe5ab3f362458a4bbdb0d8b94",
          "body": "## Summary\n\n- Cuts CLAUDE.md from ~270 lines to ~90\n- Removes SDK API surfaces, design choices, lifecycle details, and\nverbose command tables — all covered better in\n`skills/superserve/SKILL.md` and `docs.superserve.ai`\n- Keeps the non-obvious, repo-specific stuff: console proxy\narchitecture, `bun add --filter` footgun, SDK version sync locations,\ndesign language, branding, git rules\n- Adds pointer to `docs.superserve.ai/llms-full.txt` for LLM-friendly\nfull reference",
          "is_bot": false,
          "headline": "trim CLAUDE.md to essentials, defer to docs and skill (#249)",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-06-29T22:23:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "32133b686fd92f035f102309c9643b28ffea134c",
          "body": "## Summary\n\n- Deletes the `spec/` folder (38 AI-generated planning docs that don't\nbelong in a public repo)\n- Removes the `## Planning` section from `CLAUDE.md` that was\ninstructing agents to save docs there",
          "is_bot": false,
          "headline": "remove spec/ folder and planning instruction from CLAUDE.md (#248)",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-06-29T21:29:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c195040f0756220712751400193498700d5cc5bf",
          "body": "Adds context7.json for Context7 integration with the Superserve docs.",
          "is_bot": false,
          "headline": "add context7.json with superserve context configuration (#246)",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-06-29T20:53:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "de696a3371ad35b99ea4b5527a944bc4e21e9304",
          "body": "## Related Issues\n\nImplements SS-84 (Superserve sandbox MCP server).\n\n## Description\n\nAdds `@superserve/mcp`, a stdio Model Context Protocol server that\nexposes Superserve sandbox primitives as 10 fine-grained tools\n(`sandbox_create`, `sandbox_exec`, `sandbox_files_read`/`write`/`list`,\nand lifecycl\n[…]\nerror mapping, directory-listing\nparser, file round-trips); the live exec round-trip skips cleanly\nwithout `SUPERSERVE_API_KEY`.\n\n- [x] Tested locally\n- [x] Added/updated tests\n- [x] All tests passing",
          "is_bot": false,
          "headline": "mcp: add @superserve/mcp server with docs and design spec (#234)",
          "author_name": "Mohamed Sobhy",
          "author_login": "mohamedsobhi777",
          "committed_at": "2026-06-26T17:37:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "784d5e020c401e0a9e4b246fb57c5f9f6e73c40b",
          "body": "## Related Issues\n\nRelates to SS-91 (agent skills).\n\n## Description\n\nAdds a consumer-facing **agent skill** at `skills/superserve/SKILL.md`\nthat teaches AI coding agents (Claude Code and the broader skill\necosystem) how to drive the Superserve sandbox SDKs — covering the\nlifecycle (`create`/`pause`/\n[…]\ned. No application code changed.\n\n- [x] Tested locally (content verified against SDK source + docs)\n- [ ] Added/updated tests (N/A — documentation only)\n- [ ] All tests passing (N/A — no code changes)",
          "is_bot": false,
          "headline": "docs: add Superserve sandbox agent skill (SKILL.md) (#228)",
          "author_name": "Mohamed Sobhy",
          "author_login": "mohamedsobhi777",
          "committed_at": "2026-06-26T17:03:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ee2514bdc17635a3acb6c048f98347f8bef44ed1",
          "body": "## Summary\n\nFixes the SDK bug @meAmitPatil reported on #228: the data plane returns\n**503** for a paused sandbox, but the SDKs only auto-resumed on **401**,\nso `pause()` + an immediate `run()` / file op failed with \"sandbox is\npaused\" instead of transparently resuming. `files` had **no resume path\na\n[…]\nse step\n(`SDK_VERSION` tracks the last published version).\n- 503-detection keys on the status code; if the backend later exposes a\nstable `code` for paused, `isResumable` can be tightened to match it.",
          "is_bot": false,
          "headline": "sdk: auto-resume a paused sandbox on data-plane 503 (TS + Python) (#244)",
          "author_name": "Mohamed Sobhy",
          "author_login": "mohamedsobhi777",
          "committed_at": "2026-06-26T17:00:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "863979036ea3930af5dae8e04a4616f4cb3f12cf",
          "body": "## Related Issues\nN/A\n\n## Description\nWhen you create a PR, it creates preview links, and they were not\nworking correctly. this addresses that.\n\n## Additional Context\nN/A\n\n## Testing\nI clicked the link, and it worked.\n\n- [ ] Tested locally\n- [ ] Added/updated tests\n- [X] All tests passing\n\n## Screenshots/Demo\n[Link](https://console-git-aw-fixpreview-superserve.vercel.app/)",
          "is_bot": false,
          "headline": "Mini PR to allow use to use Vercel to get a preview of the UI (#243)",
          "author_name": "awille-ai",
          "author_login": "awille-ai",
          "committed_at": "2026-06-25T20:36:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6374682297c980d0a5366ad4a3ab55f1a3013d42",
          "body": "## Summary\n\nAdds a top-level **Storage** docs section with two new integration\nguides, and reorganizes the virtual-filesystem pages.\n\n- **New Storage group** in the Documentation tab — moved Mesa and Archil\nout of Integration Guides and added Cloud buckets.\n- **Archil** — mount an Archil elastic fil\n[…]\not set in the exec env)\n- missing region `endpoint`/`url` for non-`us-east-1` S3 buckets\n- `chmod 600` on the GCS key file\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "docs: add Storage section with Archil and cloud buckets guides (#242)",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-06-25T03:45:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "239d5fb9f99651ad60681362b5823864ad7f30be",
          "body": "…on plan (#240)\n\n## Related Issues\n\nN/A — surfaced while building the LangChain/LangGraph (Deep Agents)\nintegration.\n\n## Description\n\nFixes a bug in the Python SDK's `map_api_error`: it assumed the response\nbody's `error` field is always a dict (`{\"error\": {\"message\": ...}}`,\nthe control-plane shape\n[…]\npassed (incl. the new\n`test_string_error_body_maps_to_typed_error`); ruff + mypy clean. The\nintegration's full `SandboxIntegrationTests` suite (87 tests) was\nverified green live against the fixed SDK.",
          "is_bot": false,
          "headline": "Fix SDK data-plane error mapping + add langchain-superserve integrati…",
          "author_name": "Mohamed Sobhy",
          "author_login": "mohamedsobhi777",
          "committed_at": "2026-06-24T17:39:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dddb94df91bef4fa0b680383cbc04640bf2a7050",
          "body": "## Related Issues\n\nImplements sandbox **preview URLs** — lets a coding agent expose a\nrunning service (dev server, demo, etc.) inside a sandbox as a public\nURL a reviewer can open.\n\n## Description\n\nAdds `getPreviewUrl(port)` / `get_preview_url(port)` to the TypeScript\nand Python SDKs — a pure, synch\n[…]\nntext\n\nAccess is public-by-UUID (no auth) by design, and the section is gated\non the sandbox being `active`. Running several dev servers at once is\nsupported by previewing multiple ports side by side.",
          "is_bot": false,
          "headline": "feat: add sandbox preview URLs (TS/Python SDK + console) (#229)",
          "author_name": "Mohamed Sobhy",
          "author_login": "mohamedsobhi777",
          "committed_at": "2026-06-24T17:06:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "09fe10825f357f97d84c461ae22840a3318a06c9",
          "body": "## Related Issues\nRelates to SS-64\n\n## Description\nAdds read-only, console-only admin team impersonation behind a\nstaff-identity gate. A staff user can \"act as\" a team from a new admin\nteams page; the console derives an ephemeral per-admin API key, scopes\nall reads to the impersonated team, blocks w\n[…]\n actions, the proxy gate (GET\nallowed, writes blocked), and the new `access_token` redaction\n(adversarial — fails without the fix). Full console suite: **277\npassing**; typecheck + oxlint/oxfmt clean.",
          "is_bot": false,
          "headline": "feat(console): admin team impersonation (read-only, staff-gated) (#227)",
          "author_name": "Mohamed Sobhy",
          "author_login": "mohamedsobhi777",
          "committed_at": "2026-06-24T16:54:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1b80e824c01f3f86b6946a135833101631bf62fa",
          "body": "## Summary\n- **Auth routes noindex**: Added `(auth)` group layout setting `robots:\nnoindex, nofollow` — covers all auth pages and their query-string\nvariants (`?next=`, `?utm_source=`) in one place, fixing the \"Duplicate\npages without canonical\" Ahrefs audit issue\n- **Docs PostHog proxy**: Updated `\n[…]\n74 docs pages) Ahrefs audit issues\n\n## Test plan\n- [ ] Console auth pages (`/auth/signin/`, `/auth/signup/`) render\n`noindex` in `<head>`\n- [ ] PostHog events from docs route through `p.superserve.ai`",
          "is_bot": false,
          "headline": "fix: noindex auth routes + PostHog proxy on docs (#238)",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-06-24T01:04:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "65aae46a69e03f667106335760c442e621c390c3",
          "body": "## Summary\n\n- `apps/console/src/app/layout.tsx`: OG image was set to `/og-image.png`\nwhich doesn't exist in `public/` — would return 404 for any social share\npreview\n- Changed to `https://www.superserve.ai/cover.png` (the main site's OG\nimage) which is a valid, publicly accessible URL\n\n## Test plan\n\n- [ ] Verify `og:image` in console HTML source resolves to a 200 image",
          "is_bot": false,
          "headline": "fix: console OG image was referencing a missing file (#237)",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-06-23T21:48:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b04931c0a7954553eeca2a73183542fbd8b3faf",
          "body": "Adds billing pricing and usage estimates for the authenticated team,\nbacked by pricing plan/rate data and hourly usage rollups.\n\nNo credits system is included in this branch.",
          "is_bot": false,
          "headline": "Adding pricing to the UI (#224)",
          "author_name": "awille-ai",
          "author_login": "awille-ai",
          "committed_at": "2026-06-22T21:43:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a9ab272fefad385a72e98eee8c5126e70dbb386d",
          "body": "Moves the secret-binding endpoints into the **Secrets** API-reference\ngroup, where they belong with the rest of the secret operations:\n\n- `POST /sandboxes/{sandbox_id}/secrets` (attach)\n- `DELETE /sandboxes/{sandbox_id}/secrets/{env_key}` (detach)\n\nThey were under **Sandboxes** (grouped by URL path)\n[…]\ninds all secret operations\n(lifecycle + attach/detach + audit) in one place. No spec change;\n`check-nav` stays green (37 operations).\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "docs: group secret attach/detach under Secrets (#236)",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-06-22T19:24:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ba84955e9c7f9a91056bbcd33d35daf8976ca40e",
          "body": "The Mintlify docs build was failing (\"Listed in the docs nav but not\ndefined in the OpenAPI spec\"), which blocked the **entire** API\nreference from updating — including the secrets endpoint pages.\n\nCause: exec moved from the control plane to the data plane (sandbox#78),\nwhich removed `POST /sandboxe\n[…]\n docs pull the\nOpenAPI from sandbox `main`, so merge the sandbox PR first, then this\none, for the two new pages to render.\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "docs: fix Exec API reference nav to match spec (#235)",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-06-22T19:14:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6f0e8edc1db3dcf87d118c073c304bb3b8e84d53",
          "body": "## What\n\nLets a console user download an entire sandbox directory as a single ZIP\nfrom the **Files → Download** panel. This is the console half of SS-66.\n\n## Changes\n\n`apps/console/src/components/sandboxes/files-section.tsx`\n(`DownloadPanel`):\n- Removed the client-side `endsWith(\"/\")` rejection — a \n[…]\nthe console ships first, a directory download shows \"Directory\ndownload is not available for this sandbox yet\" (single-file downloads\nkeep working) until the data plane catches up. SDKs are unchanged.",
          "is_bot": false,
          "headline": "console: download a sandbox directory as a zip (#221)",
          "author_name": "Mohamed Sobhy",
          "author_login": "mohamedsobhi777",
          "committed_at": "2026-06-22T17:25:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c8c5529ae6d4506f70d8a8af1970190824a1c93c",
          "body": "Bumps `@superserve/sdk` (npm) and `superserve` (PyPI) to 0.7.6 for the\nruntime secret-binding feature (attach/detach at runtime).\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Bump SDK versions to 0.7.6 (#231)",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-06-18T21:09:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53893d50378d4269ed7aff4a7bc5b353df2d68e6",
          "body": "Adds attach/detach secret to the SDKs and the console, plus docs.\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Runtime secret binding: SDK, console, and docs (#226)",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-06-18T19:49:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "239958f13b037b9e84e75defb720665b26c1a3e8",
          "body": "Release the current SDK (adds the secrets surface) to npm + PyPI before\nthe runtime-binding work.\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Bump SDK versions to 0.7.5 (#230)",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-06-18T18:27:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dfa0939246ea58458e535abc6e112ec44882ef21",
          "body": "## Summary\nTL;DR - Fixes a few issues to improve health score on ahrefs.com.\nCurrently at 66/100, I want to bring it up\n\n\n- Adds Next.js `rewrites()` to proxy PostHog requests through the\nconsole's own domain (`/ingest/*` → `us.i.posthog.com`,\n`/ingest/static/*` → `us-assets.i.posthog.com`)\n- Update\n[…]\n\n- Privacy link: check signin/signup pages — privacy link should point to\n`www.superserve.ai/privacy` directly\n- Ensure `NEXT_PUBLIC_WEBSITE_URL=https://www.superserve.ai` is updated\nin production env",
          "is_bot": false,
          "headline": "console: proxy PostHog through own domain to bypass ad blockers (#225)",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-06-18T04:01:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d449ac108ba4d0282db8035a0304f842761ffff1",
          "body": "## Related Issues\nSS-55 Usage tracking and Billing\n\n## Description\nThis adds the UI for the usage tracking and billing\n\n## Additional Context\nThere are DB changes to enable the feature, which have already rolled\nout to production\n\n## Testing\nAdded tests, and ran them\n\n- [X ] Tested locally\n- [X ] Ad\n[…]\nDemo\n<img width=\"1644\" height=\"526\" alt=\"image\"\nsrc=\"https://github.com/user-attachments/assets/46b8ae49-23de-4d09-9f28-3d3debdd1f82\"\n/>\n\n---------\n\nCo-authored-by: Alejandro Wille <ahwille@gmail.com>",
          "is_bot": false,
          "headline": "Add metrics UI (#222)",
          "author_name": "awille-ai",
          "author_login": "awille-ai",
          "committed_at": "2026-06-17T23:45:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dd083a81506474d9d567ce7fa313bf73ed9b67f1",
          "body": "…#216)\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "console: secrets foundation — types, API client, hooks, sidebar nav (…",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-06-17T22:10:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc25c3aacb62258d51f987fda31dc4ec62c5e825",
          "body": "## Summary\n- Added MCP contextual menu options (`mcp`, `add-mcp`, `cursor`,\n`vscode`) and dropped `chatgpt` — makes it easy for Claude Code, Cursor,\nand VS Code users to add our docs as an MCP server\n- Added MCP tip callout to introduction page\n- Changed \"boots\" → \"starts\" (less jargon-y)\n- Removed \"in under five minutes\" time claim from quickstart description\nand intro card",
          "is_bot": false,
          "headline": "docs: MCP contextual options, copy improvements (#223)",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-06-17T20:19:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d0b46594365cb225590c4f014e08c80b4b90ccfa",
          "body": null,
          "is_bot": false,
          "headline": "Docs: theme changes, get started button added (#220)",
          "author_name": "Jitendra Nirnejak",
          "author_login": "nirnejak",
          "committed_at": "2026-06-11T16:11:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6db217d7a6144a9c78c6e656571b511c5c0fb4c3",
          "body": "…ge (#219)\n\nFollow-up to PR #218. Two improvements based on review feedback:\n\n- Replace fragile string-match in the page with a typed `errorCode:\n\"blocked_email\"` returned from the signup action. Action also logs the\nblocked attempt (with email) for visibility.\n- Pass `?reason=signup_blocked` to the\n[…]\nignup context instead of saying\n\"sign in\". OAuth callback also redirects with the same query param when\nthe trigger fires.\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "console: typed errorCode for blocked-email + signup-tailored error pa…",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-06-10T18:56:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "37ce8b6c1fade92382cc8b3dcaec20e8253935ef",
          "body": "When a blocked email or domain attempts signup, the Supabase trigger\nraises and the action returns the wrapped 'Database error saving new\nuser' message. Previously this rendered as inline error text on the\nsignup form; now it routes to the same /auth/auth-code-error page that\nOAuth failures already use, matching the existing Authentication Error\nUX.\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "console: show auth-code-error page when signup is blocked (#218)",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-06-10T18:15:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2ab5230f5652e0a571cbe7b5d6e0101e699920bf",
          "body": null,
          "is_bot": false,
          "headline": "Update referral links in README",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-06-09T20:37:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef42a7ff455a45ed0e6ee608dab79678e105dbde",
          "body": "Reverts superserve-ai/superserve#215",
          "is_bot": false,
          "headline": "Revert \"docs: add Get Started button to navbar\" (#217)",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-06-09T15:44:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b73c3b0f9fe5c9cdfc76b18b387e8054e5cee6d7",
          "body": "## Summary\n\n- Adds a **Get Started** button to the docs navbar linking to\n`https://console.superserve.ai` with UTM tracking\n- Keeps GitHub link alongside it in the navbar\n- Keeps the existing `maple` theme — the layout breakage in the previous\nattempt was caused by switching to `willow`\n- Adds `styl\n[…]\n ] Confirm button styling matches design system\n- [ ] Confirm no layout or visual regressions (docs layout unchanged\nfrom `maple` theme)\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)",
          "is_bot": false,
          "headline": "docs: add Get Started button to navbar (#215)",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-06-09T15:41:31Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4a6d3dbc64f774b9c96f454af2d4fa306a576825",
          "body": "Reverts superserve-ai/superserve#213",
          "is_bot": false,
          "headline": "Revert \"docs: add Get Started button to navbar\" (#214)",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-06-08T20:41:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2da16cbab8a68a37f7c73bdcc1b251b188aa7a91",
          "body": "## Summary\n\n- Adds a **Get Started** button to the docs navbar (top-right header)\nlinking to `https://console.superserve.ai` with UTM tracking\n- Adds GitHub link alongside it in the navbar\n- Switches theme from `maple` to `willow` — maple renders navbar items\nat the bottom of the sidebar; willow put\n[…]\nsign system (mint green, dark\ntext, no border radius)\n- [ ] Confirm hover state works\n- [ ] Confirm no visual regressions on other pages\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)",
          "is_bot": false,
          "headline": "docs: add Get Started button to navbar (#213)",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-06-08T20:36:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "734ec1e012b55fde9b747733412aac3ec7b1747f",
          "body": "Both See-also links in all three recipe READMEs were broken: `Full\nguide` 404'd (no per-recipe doc pages) and is repointed to the\n`claude-managed-agents` guide; `Base recipe` pointed at a nonexistent\npath and is fixed to `../../`.\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "guides: fix broken links in the managed-agents recipe READMEs (#212)",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-06-08T18:51:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "48a88dbe564a814f1f6a04919a5073395e629dda",
          "body": "…managed-agents (#211)\n\nReorganizes the Claude managed-agents material into one place.\n\n**Moves (via `git mv`, history preserved):**\n- `guides/claude/claude-managed-agents/` →\n`guides/managed-agents/claude-managed-agents/`\n-\n`recipes/claude/{research-agent,dev-environment,parallel-benchmark-agent}`\n\n[…]\nard) now point at the new paths — verified each resolves to an existing\npath, and no old-path references remain anywhere in the repo.\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "docs: consolidate claude managed-agents guide + recipes under guides/…",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-06-07T18:54:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "27e74adfefa3c7ed9690e2cca9de7c8e35414baf",
          "body": "…209)\n\nFixes 6 doc inaccuracies, each verified against the platform source /\nSDK / tests:\n\n- **introduction**: `superserve/base` is bare Ubuntu (no Python/Node) —\nremoved the false claim\n- **networking**: precedence is allow-wins (was stated as deny-wins);\nnoted `*.x.com` doesn't match bare `x.com`\n\n[…]\nfailed` error code\n- **claude-agent-sdk**: async tool handler now uses `AsyncSandbox` +\n`await` (was a blocking sync call)\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "docs: fix factual inaccuracies in reference and integration guides (#…",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-06-05T00:56:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0ae1d05baf42e1a83e266905a7ad7ca13b800734",
          "body": "The template builder's curated image list offered the **full**\n`python:3.11` / `python:3.12` images (~1.6 GB), while node/debian used\n`-slim`. The full Python images overflow the smaller disk options, so\npicking e.g. Python 3.12 + 1 GB disk always fails with\n`image_too_large`.\n\n- Switch curated Pyth\n[…]\ne (covers the\ncustom-image path).\n\nAfter this, every curated image fits a 1 GB disk (largest is\n`node:22-slim` at 329 MB).\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "console: use slim Python base images in the template builder (#210)",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-06-04T21:23:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b1f251ae4cd8a2cd7673ba4e3c3810bbe909e337",
          "body": "…ecipes (#206)\n\n## Summary\n\nAdds three new Claude Managed Agents recipes, each with Python +\nTypeScript implementations, a README, and a full docs page.\n\n- **Long-running Research Agent** (`guides/claude/research-agent/`) —\nagent researches topics across multi-turn sessions; sandbox pauses\nbetween t\n[…]\nerve + Anthropic\naccount and confirm end-to-end flow works\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "guides: add research agent, dev environment, and parallel benchmark r…",
          "author_name": "Pavitra Bhalla",
          "author_login": "pavitrabhalla",
          "committed_at": "2026-06-04T17:54:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2e7fbda668fcfcbe989652df2564378764bd5847",
          "body": "Bump the TypeScript and Python SDK versions to 0.7.4 for the\ncommands.spawn() release (also corrects the stale User-Agent SDK_VERSION\nin both clients).\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Bump SDK versions to 0.7.4 (#208)",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-06-03T17:47:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f452ad60d2f92563ed7b86cbe93755860d7789ad",
          "body": "Adds `commands.spawn()` — a live, full-duplex command session over the\ndata-plane `/exec/connect` WebSocket. Complements the one-shot\n`commands.run()` (HTTP/SSE); pairs with the server side in\nsuperserve-ai/sandbox#89.\n\n`spawn()` returns a handle while the process runs: stream output, write\nto stdin\n[…]\nbefore-finish, resume-retry, socket cleanup.\n\nTS 152 tests / Python 198 tests green; tsc, oxlint, oxfmt, ruff, mypy\nclean.\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Add commands.spawn() for full-duplex exec (TS + Python) + docs (#205)",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-06-03T16:30:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e1b900f3463c83a55719082019957e2a0eefdd39",
          "body": "… (#204)\n\nDownloading a directory path in the sandbox Files panel surfaced a raw\ninternal backend error. Downloads are single-file only, so the console\nnow handles the directory case cleanly.\n\n## Changes\n- Parse the data-plane error body instead of showing raw JSON.\n- Directory path and missing-file\n[…]\n upload errors.\n- Fixed the pre-existing jsx-a11y control-label errors in the touched\nand adjacent files (lint now green).\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "console: clearer directory download error and fix a11y control labels…",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-06-02T01:59:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "59c910c6625d90eccf5edd472657fdf179f875f2",
          "body": "Adds an automated check so the API Reference nav in `docs/docs.json`\ncan't drift from the OpenAPI spec it renders — the gap that let a\ndocumented endpoint go missing from the published docs.\n\n## What it does\n`scripts/check-docs-nav.ts` fetches the spec referenced in `docs.json`\nand compares it again\n[…]\nll.\n- `/health` is exempt (intentionally not in the public nav). Uses the\nbuilt-in `Bun.YAML` parser, no new dependencies.\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "ci: check docs nav stays in sync with the OpenAPI spec (#203)",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-06-01T19:42:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1f4d514bfa0650631d646ed6b031e125523c3ff8",
          "body": "Surfaces three endpoints that exist in the OpenAPI spec but were missing\nfrom the API reference nav, so they now render in the docs.\n\n## Changes\n- Add `POST /sandboxes/{sandbox_id}/activate` to the Sandboxes group\n- Add a new Files group with `GET /files` and `POST /files`\n\nThe spec itself is pulled live from the sandbox repo's `main`; all three\npaths are already present there, so the Mintlify build resolves them.\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "docs: add activate and files endpoints to API reference nav (#202)",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-06-01T18:52:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "118de0394936a03b2ed68e0e05176dbf4ce91cd3",
          "body": null,
          "is_bot": false,
          "headline": "Console: audit logs, expand for details (#201)",
          "author_name": "Jitendra Nirnejak",
          "author_login": "nirnejak",
          "committed_at": "2026-05-29T19:48:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dd5d83a3c0830b815db76be5989a4bcdc696226b",
          "body": "## Description\n- Docs: Template details corrected based on template specs\n- Docs & Console: Logo Updated\n\n## Testing - NA\n- [x] Tested locally\n- [x] Added/updated tests\n- [x] All tests passing\n\n## Screenshots/Demo\nNA",
          "is_bot": false,
          "headline": "docs: templates details updated, docs & console: logo updated (#196)",
          "author_name": "Jitendra Nirnejak",
          "author_login": "nirnejak",
          "committed_at": "2026-05-29T00:12:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9a33629fbc0d087df37b3ca8689046f916942eac",
          "body": "…200)\n\n## Summary\nOn supported sandbox hosts (prod + staging), the SDK now routes\n`commands.run` / `commands.run` (streaming) / `files.read|write` through\na single shared host (`sandbox.superserve.ai` or\n`staging-sandbox.superserve.ai`) with `X-Superserve-Sandbox-Id` carrying\nthe sandbox ID, instead\n[…]\nx#80](https://github.com/superserve-ai/sandbox/pull/80) — already\nmerged + deployed to staging.\n\nBumps both SDKs to 0.7.3.\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "sdk: route data plane via shared host on supported domains (0.7.3) (#…",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-05-28T19:45:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c7d2e4119d00c015d89c4a5d68779a914d163cc9",
          "body": "…te (#197)\n\nSwitches `Sandbox.commands.run()` to the per-sandbox data-plane `/exec`\nand `Sandbox.connect()` to `POST /activate`. On 401 the SDK\nauto-refreshes via /activate and retries once.\n\nSame shape in TS and Python (sync + async). Pairs with sandbox PR #77\nwhich shipped the server-side endpoint\n[…]\nvior is no longer available through\n`connect()` — use `Sandbox.list()` + filter or the REST API for\ninspection-only flows.\n\n---------\n\nCo-authored-by: Amit Patil <meAmitPatil@users.noreply.github.com>",
          "is_bot": false,
          "headline": "sdk: route commands.run through data-plane /exec, connect via /activa…",
          "author_name": "Amit Patil",
          "author_login": "meAmitPatil",
          "committed_at": "2026-05-28T16:43:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9d0f027aefd32a921c87db3f1abe9279d636e203",
          "body": "## Description\nUpdate console design, component library and ui app\n\n## Testing\n- [x] Tested on staging\n- [x] Tested locally\n- [x] Added/updated tests\n- [x] All tests passing\n\n## Screenshots/Demo\nWIP",
          "is_bot": false,
          "headline": "console & ui: design update to match website (#198)",
          "author_name": "Jitendra Nirnejak",
          "author_login": "nirnejak",
          "committed_at": "2026-05-28T07:54:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b790a5ec05f44566d321407ba908a4c64d1384a1",
          "body": "## Description\n- docs: integration guides in introduction page\n- docs: logo updated\n\n## Testing\n- [ ] Tested locally\n- [ ] Added/updated tests\n- [ ] All tests passing\n\n## Screenshots/Demo\nNA\n\n---------\n\nCo-authored-by: Pavitra Bhalla <pavitra@superserve.ai>",
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                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://superserve.ai?utm_source=github&utm_medium=referral&utm_campaign=repo_bio",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 54,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 43,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 4.3
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 23/30 approved changesets -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "145 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:superserve@0.8.1 runtime dependency closure — what installing the published package pulls in — 12 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:superserve@0.8.1",
                  "assessed": 12
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 12,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 12,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 6
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 75,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.97,
              "agent_instruction_files": [
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              "agent_instruction_max_bytes": 5451
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "97 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 97,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
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              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "apps/console/tsconfig.json",
                "apps/mcp/tsconfig.json",
                "apps/ui-docs/tsconfig.json",
                "examples/loops/tsconfig.json",
                "packages/cli/tsconfig.json",
                "packages/mcp/tsconfig.json",
                "packages/python-sdk/src/superserve/py.typed",
                "packages/sdk/tsconfig.json",
                "packages/ui/tsconfig.json",
                "tests/sdk-e2e-ts/tsconfig.json"
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              "agent_commit_share": 0.09,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "apps/console/tsconfig.json, apps/mcp/tsconfig.json, apps/ui-docs/tsconfig.json, examples/loops/tsconfig.json, packages/cli/tsconfig.json, packages/mcp/tsconfig.json, packages/python-sdk/src/superserve/py.typed, packages/sdk/tsconfig.json, packages/ui/tsconfig.json, tests/sdk-e2e-ts/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "apps/console/tsconfig.json, apps/mcp/tsconfig.json, apps/ui-docs/tsconfig.json, examples/loops/tsconfig.json, packages/cli/tsconfig.json, packages/mcp/tsconfig.json, packages/python-sdk/src/superserve/py.typed, packages/sdk/tsconfig.json, packages/ui/tsconfig.json, tests/sdk-e2e-ts/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "9 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 9,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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              "largest_source_bytes": 36990,
              "source_files_sampled": 573,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "TypeScript"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/573 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 573,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "cookbook",
                "examples",
                "recipes"
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              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "cookbook, examples, recipes",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "cookbook, examples, recipes"
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                "max_points": 40
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            ]
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        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T21:40:59.661730Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/superserve-ai/superserve.svg",
  "full_name": "superserve-ai/superserve",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}