kubeai-project / kubeai

Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.

Показано лише найновішу історію — цей репозиторій перевищує вікно збору, тож найраніша історія не захоплена.

Кожна точка охоплює 3 днів.

Повний розв'язаний набір залежностей із графа залежностей GitHub: 27 прямих і 145 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 161 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 5 мають відомі сповіщення, з них 0 прямі. 11 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза наведеним переліком пакетів.

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

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          "body": "Bumps [gocloud.dev](https://github.com/google/go-cloud) from 0.43.0 to\n0.46.0.\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/google/go-cloud/releases\">gocloud.dev's\nreleases</a>.</em></p>\n<blockquote>\n<h2>v0.46.0</h2>\n<p><strong>BREAKING_CHANGE</strong>:<\n[…]\nff-by: dependabot[bot] <support@github.com>\nSigned-off-by: ffais <ffais@fbk.eu>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: ffais <ffais@fbk.eu>",
          "is_bot": true,
          "headline": "build(deps): bump gocloud.dev from 0.43.0 to 0.46.0 (#706)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-21T10:46:37Z",
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        {
          "oid": "70dc10453c13e33d89b5dbb94963fb09ae452152",
          "body": "…1.24.0 (#707)\n\nBumps\n[github.com/prometheus/client_golang](https://github.com/prometheus/client_golang)\nfrom 1.22.0 to 1.24.0.\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/prometheus/client_golang/releases\">github.com/prometheus/client_golang's\nreleases\n[…]\n <ffais@fbk.eu>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: ffais <ffais@fbk.eu>\nCo-authored-by: ffais <42377700+ffais@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump github.com/prometheus/client_golang from 1.22.0 to …",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-21T09:50:20Z",
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        },
        {
          "oid": "47cc1faf54df910fffacd61865c3e45e30a49c5f",
          "body": "Bumps [github.com/onsi/ginkgo/v2](https://github.com/onsi/ginkgo) from\n2.22.0 to 2.32.0.\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/onsi/ginkgo/releases\">github.com/onsi/ginkgo/v2's\nreleases</a>.</em></p>\n<blockquote>\n<h2>v2.32.0</h2>\n<h2>2.32.0</h2>\n<\n[…]\nnless you reopen the\nPR or upgrade to it yourself)\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump github.com/onsi/ginkgo/v2 from 2.22.0 to 2.32.0 (#708)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-21T09:24:03Z",
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        {
          "oid": "aad0f942838a46190e329018ad7ea947cb9d7ddb",
          "body": "Bumps [k8s.io/api](https://github.com/kubernetes/api) from 0.34.1 to\n0.34.2.\n<details>\n<summary>Commits</summary>\n<ul>\n<li><a\nhref=\"https://github.com/kubernetes/api/commit/e28454b761fa43bde930ba0364941bb1592d19f6\"><code>e28454b</code></a>\nUpdate dependencies to v0.34.2 tag</li>\n<li>See full diff in\n[…]\nbled on this pull request as it has\nbeen open for over 30 days.\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump k8s.io/api from 0.34.1 to 0.34.2 (#625)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-20T09:15:21Z",
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        {
          "oid": "76d366f558cf0c348a5631c3c37794647ffdb1df",
          "body": "Bumps [google.golang.org/grpc](https://github.com/grpc/grpc-go) from\n1.73.0 to 1.79.3.\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/grpc/grpc-go/releases\">google.golang.org/grpc's\nreleases</a>.</em></p>\n<blockquote>\n<h2>Release 1.79.3</h2>\n<h1>Security</\n[…]\n1.73.0...v1.79.3\">compare\nview</a></li>\n</ul>\n</details>\n<br />\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "build(deps): bump google.golang.org/grpc from 1.73.0 to 1.79.3 (#662)",
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        {
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          "body": "Bumps alpine from 3.22 to 3.24.\n\n\n[![Dependabot compatibility\nscore](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=alpine&package-manager=docker&previous-version=3.22&new-version=3.24)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dep\n[…]\nnless you reopen the\nPR or upgrade to it yourself)\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump alpine from 3.22 to 3.24 in /components/model-loader (#666)",
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          "committed_at": "2026-07-20T08:40:26Z",
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          "body": "Bumps [golang.org/x/net](https://github.com/golang/net) from 0.54.0 to\n0.55.0.\n<details>\n<summary>Commits</summary>\n<ul>\n<li><a\nhref=\"https://github.com/golang/net/commit/7770ec48d03fec35e378665337b4faca93c38423\"><code>7770ec4</code></a>\ngo.mod: update golang.org/x dependencies</li>\n<li><a\nhref=\"htt\n[…]\n0.54.0...v0.55.0\">compare\nview</a></li>\n</ul>\n</details>\n<br />\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "build(deps): bump golang.org/x/net from 0.54.0 to 0.55.0 (#686)",
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        {
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          "body": "Bumps [golang.org/x/crypto](https://github.com/golang/crypto) from\n0.45.0 to 0.52.0.\n<details>\n<summary>Commits</summary>\n<ul>\n<li><a\nhref=\"https://github.com/golang/crypto/commit/a1c0d9929856c8aba2b31f079340f00578eda803\"><code>a1c0d99</code></a>\ngo.mod: update golang.org/x dependencies</li>\n<li><a\n\n[…]\n <ffais@fbk.eu>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: ffais <42377700+ffais@users.noreply.github.com>\nCo-authored-by: ffais <ffais@fbk.eu>",
          "is_bot": true,
          "headline": "Bump golang.org/x/crypto from 0.45.0 to 0.52.0 (#688)",
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          "body": "…ates (#697)\n\nBumps the actions-all group with 7 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [actions/checkout](https://github.com/actions/checkout) | `6` | `7` |\n| [azure/setup-helm](https://github.com/azure/setup-helm) | `4` | `5` |\n| [actions/cache](https://github.c\n[…]\ntifact/issues/471\">#471</a>)</li>\n<li><a\nhref=\"https://github.com/actions/download-artifact/commit/e6d03f67377d4412c7aa56a8e2e4988e6ec479dd\"><code>e6d03f6</code></a>\nAdd a regression test for artifac…",
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          "body": "Automated release PR for **v0.23.3** (milestone: `v0.23.3`).\n\nMerging this PR will push `v0.23.3` and `helm-v0.23.3` tags,\nwhich trigger the GitHub Release and Helm chart workflows.\n\n## Included PRs\n- #696 ci: improve image build workflow by @ffais\n- #672 fix: include api/ package in unit test coverage by\n@DavideRutigliano\n- #659 fix: exclude terminating pods from rollout plan calculation by\n@reyshazni\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
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          "body": "## Summary\n- `release.yml` (workflow_dispatch): collects merged PRs from a GitHub\nmilestone, writes a CHANGELOG entry, bumps `charts/kubeai` (`version` +\n`appVersion`) and `charts/models` (`version` only), pushes a\n`release/vX.Y.Z` branch, and opens a PR labeled `release`.\n- `release-tag.yml` (pull_\n[…]\nverify the release PR body, CHANGELOG\nentry, and chart bumps.\n- [ ] Merge the release PR; verify `vX.Y.Z` and `helm-vX.Y.Z` tags exist\nand that `create-gh-release.yml` + `release-helm-chart.yml` fire.",
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          "body": "## Problem\n\nDuring a rolling update, users see multiple pods created and immediately\nterminated before one stabilizes (#442).\n\n## Root Cause\n\n`calculatePodPlan` counted all pods including those with\n`DeletionTimestamp` set. This inflates `observedReplicas`: a terminating\nold pod + a new replacement \n[…]\nounts.\n\n## Testing\n\n- Added unit test case: terminating pod with old hash present alongside\ntwo ready pods — verifies no deletion is triggered and the missing\nreplica is created correctly.\n\nFixes #442",
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          "body": "Fixes #690.\n\nThe proxy currently re-marshals every request body even when it doesn't\nchange anything. Untyped fields like tool parameter schemas round-trip\nthrough maps, and jsonv2 writes those in non-deterministic key order -\nso byte-identical client requests reach the backend with their tool\nschem\n[…]\nst went\nfrom a full re-prefill (90+ s on our hardware) to a ~1 s cache hit.\nExisting apiutils tests pass unchanged.\n\n---------\n\nCo-authored-by: krim <charm@krim.me>\nCo-authored-by: Krim <git@krim.dev>",
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          "oid": "bc9b4407a240e76d0f12ccc452b8910217d90419",
          "body": "Introduce functionality to load models packaged as OCI images, allowing\nKubeAI to serve models directly from these images. This update includes\nnecessary changes to the model specifications, validation rules, and\nauthentication mechanisms for private registries. Documentation for\nusing OCI images with KubeAI has also been added.\n\nFixes:  #660\n\n---------\n\nSigned-off-by: ffais <ffais@fbk.eu>",
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          "headline": "Add support to load models as OCI images (#661)",
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          "headline": "Refactor/test cleanup (#674)",
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          "headline": "fix: prevent race conditions in integration tests (#673)",
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          "body": "Follow-up to #655: exposes the `proxy.mode` config field as a Helm value\nso users can set `proxy.mode=external` without manually patching the\nConfigMap.",
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          "headline": "(feat) expose proxy.mode in Helm chart (#670)",
          "author_name": "Davide Rutigliano",
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          "body": "Closes #640\n\nIntroduces proper type support for the OpenAI Responses API (`POST\n/v1/responses`), replacing the stub that incorrectly reused\n`ChatCompletionRequest`.\n\nAdds `ResponsesRequest`, `ResponsesInput`, and `ResponsesInputItem`\ntypes. `ResponsesInput` handles the polymorphic `input` field (pla\n[…]\nfields are preserved to pass through\nbackend-specific extensions. Routes `/v1/responses` to the new\n`ResponsesRequest` in `apiutils`. Includes unit tests for JSON\nround-trip and `Prefix()` extraction.",
          "is_bot": false,
          "headline": "feat: add support for /v1/responses (#667)",
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          "headline": "(feat): add support for external LB (#655)",
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          "body": "Inject model-specific labels into pods by copying existing labels from\nthe model to the pod label map.\n\n---------\n\nSigned-off-by: ffais <ffais@fbk.eu>\nCo-authored-by: Davide Rutigliano <davide.ruti@gmail.com>",
          "is_bot": false,
          "headline": "Inject model labels into pods (#657)",
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          "author_login": "ffais",
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          "oid": "870a2ab9ff07053c4b60b3fcf140cee91c05f768",
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          "headline": "Fix broken links to vllm docs (#654)",
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          "oid": "72ac7f852330b2bbeea24d2f03a49ffbed409136",
          "body": "Update the chart and application version to 0.23.2 to reflect recent\nchanges.\n\nSigned-off-by: ffais <ffais@fbk.eu>",
          "is_bot": false,
          "headline": "Bump chart and app version to 0.23.2 (#658)",
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          "author_login": "ffais",
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        {
          "oid": "ed6eb611701f2a3235c04b9ee4227eb0d92dd26f",
          "body": "Enhance model URL parsing to prevent command injection vulnerabilities\nand modify the ollama startup probe to pass arguments as separate slice\nelements.\n\n---------\n\nSigned-off-by: ffais <ffais@fbk.eu>",
          "is_bot": false,
          "headline": "Fix command injection vulnerabilities and improve startup probe (#656)",
          "author_name": "ffais",
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        },
        {
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          "body": "Limit the number of characters of model names in tests, to prevent all\nthe tests with names longer than the 40-character limit from failing,\n\n---------\n\nSigned-off-by: ffais <ffais@fbk.eu>",
          "is_bot": false,
          "headline": "fix: trucante models name inside tests (#652)",
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          "committed_at": "2026-02-23T08:11:30Z",
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        {
          "oid": "8c1f4b830d25b0ec1f50454843e5c149f9b94a1f",
          "body": "… (#648)\n\nReverts kubeai-project/kubeai#620\n\nReason:\n\n> @m4oc by the way, this PR most likely borked the ollama engine\nentirely, since now any ollama:// request that mean to start the ollama\nimage pod won't do anything anymore, a more proper check for the ollama\nwould be doing a match for ollama://<service name>:<port>/<model>\ninstead of the blanket ollama://",
          "is_bot": false,
          "headline": "Revert \"Fix: Support external Ollama URLs without Pod reconciliation\"…",
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          "committed_at": "2026-02-19T08:58:45Z",
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          "oid": "c422ca42f0e559e6f36d1efff4eab218200f358d",
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          "is_bot": false,
          "headline": "Update maintainers list in README.md (#649)",
          "author_name": "Marco Cristofanilli",
          "author_login": "m4oc",
          "committed_at": "2026-02-19T08:28:15Z",
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          "body": "remove docker hub",
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          "body": "this will fix deployments that reside in airgapped environments\n\nfixes https://github.com/substratusai/kubeai/issues/542\n\nalso adds ability to specify schedulerName",
          "is_bot": false,
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          "body": "At the moment it is not possible to install multiple Kubeai instances in\nthe same cluster and in different namespaces due to the way helm handles\nCRDs.\n\nIn this PR I added the _crds.enabled_ value to control the installation\nof CRDs.\n\nAn alternative would be to move the \"crds\" folder to the root of the\nChart and use the helm flag --skip-crds to disable its installation.\nHowever, this involves having to manually manage the CRDs update.\n\n---------\n\nSigned-off-by: ffais <ffais@fbk.eu>",
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          "body": "Update chwbl load balancing to not add one to the endpoint's load when\ndetermining whether an endpoint can accommodate an additional request.\nPer the conversation in #519, this solution helps handle traffic better\nin situations where there are many endpoints and many requests with a\ncommon prefix.\n\nCo-authored-by: Michael Kouba <michael.kouba@calypsoai.com>",
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          "body": "…506)\n\nEnable use of Kubernetes [Pod Priority and\nPreemption](https://kubernetes.io/docs/concepts/scheduling-eviction/pod-priority-preemption/)\nto configure your models with different priority levels. This is useful\nwhen you have limited resources and want to ensure that high-priority\nmodels can preempt lower-priority models when necessary.\n\n---------\n\nCo-authored-by: Gilad Zamoschinski <gilad.z@taboola.com>",
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          "body": "There are a few small issues that prevent loading llms via s3 without\nusing a cache profile:\n- remove rule enforcing s3 only with cache profile\n- if no cache profile and scheme is s3 then use original url and not a\npvc\n\n---------\n\nCo-authored-by: Sam Stoelinga <sammiestoel@gmail.com>",
          "is_bot": false,
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          "is_bot": false,
          "headline": "feat: support use of JSONPatch for model server pods (#497)",
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            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "k8s",
                "llm",
                "openai-api",
                "autoscaler",
                "ollama",
                "vllm",
                "ollama-operator",
                "vllm-operator",
                "ai",
                "kubernetes",
                "whisper",
                "inference-operator",
                "faster-whisper"
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              "has_wiki": false,
              "homepage": "https://www.kubeai.org",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://www.kubeai.org",
                "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": "13 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "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": 62,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 53,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 5.3
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            "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": "branch protection is not maximal on development and all release branches",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "28 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 2.2,
                "status": "partial",
                "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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 5 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "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": "update tool detected",
                "points": 7.5,
                "status": "met",
                "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": "26 commit(s) and 1 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": "87 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
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            "notes": [
              {
                "code": "excluded_no_data",
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              },
              {
                "code": "weights_renormalized",
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              },
              {
                "code": "advisories_scope_repository",
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                  "assessed": 161
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 11
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
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              "advisories": 7,
              "affected_packages": 5,
              "assessed_packages": 161,
              "unassessed_packages": 11,
              "affected_by_severity": "critical 1, high 1, moderate 1, unknown 2",
              "direct_affected_packages": 0
            },
            "components": [
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                "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",
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
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                  }
                ],
                "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": 161,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
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                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
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                "points": 100,
                "status": "met",
                "details": [
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                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
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              }
            ]
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          {
            "key": "high_risk_jurisdiction_exposure",
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            "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"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 10
            },
            "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
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            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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        "name": "AI Readiness",
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        "weight": 0,
        "metrics": [
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            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
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            "inputs": {
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            "components": [
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "no_agent_instructions",
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                  }
                ],
                "max_points": 45
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              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
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                "key": "legible_commit_history",
                "name": "Legible commit history",
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                "status": "met",
                "details": [
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                    "code": "legible_history",
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                      "sampled": 75
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                "max_points": 40
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          },
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            "key": "ai_verify_loop",
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            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
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              "has_tests": true,
              "lockfiles": [
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              "typed_language": true,
              "bootstrap_files": [
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                "benchmarks/multi-turn-chat-go/Makefile",
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              "typecheck_configs": [],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [
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            "components": [
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                "key": "one_command_bootstrap",
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                "detail": "Makefile, benchmarks/multi-turn-chat-go/Makefile, benchmarks/multi-turn-chat-k6/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
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                  }
                ],
                "max_points": 18
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                "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": ".golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
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                ],
                "max_points": 10
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                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
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                "points": 2,
                "status": "partial",
                "details": [
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                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
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                "key": "automated_maintenance",
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                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
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                      "sampled": 100
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                  }
                ],
                "max_points": 8
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              {
                "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",
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                "max_points": 10
              }
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            "key": "ai_code_legibility",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "largest_source_bytes": 48739,
              "source_files_sampled": 112,
              "oversized_source_files": 0
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            "components": [
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                "key": "type_checkable_code",
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                "points": 45,
                "status": "met",
                "details": [
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                    "code": "statically_typed_language",
                    "params": {
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                    }
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                ],
                "max_points": 45
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                "key": "manageable_file_sizes",
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                "points": 55,
                "status": "met",
                "details": [
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                    "code": "oversized_source_files",
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                      "sampled": 112,
                      "oversized": 0
                    }
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            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
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            },
            "components": [
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                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
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                "key": "mcp_server",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
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