kubeai-project / kubeai

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.

Each point covers 3 days.

Full resolved dependency set from the GitHub dependency graph: 27 direct and 145 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

This repository publishes no package the index resolves, so its own dependency graph was assessed — 161 packages, which also include development and test pins that never ship: 5 carry known advisories, of which 0 are direct. 11 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

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          "headline": "build(deps): bump github.com/prometheus/client_golang from 1.22.0 to …",
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        {
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          "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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          "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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          "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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          "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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          "headline": "Bump chart and app version to 0.23.2 (#658)",
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          "headline": "Fix command injection vulnerabilities and improve startup probe (#656)",
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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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}