kubeai-project / kubeai

Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.

Es wird nur die jüngste Historie angezeigt — dieses Repository überschreitet das Erfassungsfenster, sodass die früheste Historie nicht erfasst wird.

Jeder Punkt umfasst 3 Tage.

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 27 direkte und 145 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 161 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 5 tragen bekannte Advisories, davon 0 direkte. 11 konnten nicht bewertet werden – keine aufgelöste Version, ein nicht unterstütztes Ökosystem, oder außerhalb der ausgewiesenen Paketliste.

Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.

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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 …",
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          "author_login": "dependabot[bot]",
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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)",
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          "author_login": "dependabot[bot]",
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          "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)",
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          "author_login": "dependabot[bot]",
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        {
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          "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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          "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>",
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          "headline": "Bump alpine from 3.22 to 3.24 in /components/model-loader (#666)",
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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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          "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>",
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          "headline": "Bump golang.org/x/crypto from 0.45.0 to 0.52.0 (#688)",
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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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          "headline": "feat: add support for /v1/responses (#667)",
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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>",
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          "headline": "Inject model labels into pods (#657)",
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          "is_bot": false,
          "headline": "Bump chart and app version to 0.23.2 (#658)",
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          "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>",
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          "headline": "Fix command injection vulnerabilities and improve startup probe (#656)",
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          "headline": "Revert \"Fix: Support external Ollama URLs without Pod reconciliation\"…",
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          "headline": "Update maintainers list in README.md (#649)",
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          "headline": "Fix Slack channel link in README (#651)",
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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>",
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          "body": "Adds support for applying arbitrary JSON 6902 / JSONPatch support for\nmodel server pods.\n\nFor example, our clusters have a number of mutating webhooks which\ninject special priority class names and various pre-emption policies\nbased on various labels, etc. This gives operators a way to set the pod\ntemplates up which can work in constrained clusters (i.e. those with OPA\ngatekeeper constraints).\n\n```yaml\n  jsonPatches:\n  - op: add\n    path: /spec/priorityClassName\n    value: kubeai-model-server\n```",
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          "headline": "feat: support use of JSONPatch for model server pods (#497)",
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                "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",
                "params": {
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "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",
                    "params": {}
                  }
                ],
                "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",
                    "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": 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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          {
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            "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": 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
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
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        "key": "ai_readiness",
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        "name": "AI Readiness",
        "value": 66,
        "weight": 0,
        "metrics": [
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            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
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              "legible_history_share": 0.973,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "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",
                    "params": {}
                  }
                ],
                "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",
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                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
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                      "sampled": 75
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                  }
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                "max_points": 40
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          },
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            "key": "ai_verify_loop",
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            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
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              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "uv.lock"
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              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile",
                "benchmarks/multi-turn-chat-go/Makefile",
                "benchmarks/multi-turn-chat-k6/Makefile"
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              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [
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              "dependency_bot_commit_share": 0.24
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            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "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
              },
              {
                "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",
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                "points": 2,
                "status": "partial",
                "details": [
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                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
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                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
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                      "sampled": 100
                    }
                  }
                ],
                "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
              }
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            "key": "ai_code_legibility",
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            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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              "largest_source_bytes": 48739,
              "source_files_sampled": 112,
              "oversized_source_files": 0
            },
            "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
              },
              {
                "key": "manageable_file_sizes",
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                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
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                      "sampled": 112,
                      "oversized": 0
                    }
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                ],
                "max_points": 55
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            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
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                "notebooks"
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              "api_schema_files": []
            },
            "components": [
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                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
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                "key": "runnable_examples",
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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."
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  "report_type": "repository",
  "generated_at": "2026-07-22T02:50:19.512159Z",
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}