Registro público
Informe de salud del softwareesquema 0.26.0 · métricas 1.13.0 · 2026-07-22 02:50 UTC

kubeai-project / kubeai

AI Inference Operator for Kubernetes. The easiest way to serve ML models in production. Supports VLMs, LLMs, embeddings, and speech-to-text.

Go · Jupyter NotebookApache-2.0★ 1226 estrellas⑂ 130 forksdesde oct 2023Ver en GitHub ↗

kubeai-project/kubeai tiene un índice de salud de 72 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Engineering Quality (85/100) y la más baja, Security (62/100). Se actualizó por última vez hoy. 2 personas concentran la mayor parte del trabajo reciente.

72
global / 100
Bueno

Índice de salud del software

Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.

72
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

Perfil de puntuación

Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.

Titularidad

kubeai-projectOrganización
9 seguidores1 repositorio públicodesde sept 2025

Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicación
Gogithub.com/kubeai-project/kubeaiv0.23.3-47hace 4 días

Métricas por categoría

Vitalidad

¿Está vivo el proyecto: se escribe código y se publican versiones?

82Bueno · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
12.5/36Cadencia de commits — 18/52 semanas con commits
17.1/18Volumen de commits — 80 commits en el último año
10/10OpenSSF Scorecard: Maintained — 26 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year80
human_commit_share0,75
days_since_last_push0
active_weeks_last_year18
Cómo se puntúa
27/27Publica versiones — 99 versiones publicadas
36/36Recencia de las versiones — última versión hace 1 días
27/27Cadencia de publicación — una versión cada ~26,4 días
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Datos de entrada utilizados
releases_count99
latest_release_tagv0.23.3
releases_from_tagsno
days_since_latest_release1
mean_days_between_releases26,4

Comunidad y Adopción

¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?

63Moderado · 18% del índice global
Cómo se puntúa
50.1/60Estrellas — 1226 estrellas
17.6/25Forks — 130 forks
5.8/15Observadores — 12 observadores
Datos de entrada utilizados
forks130
stars1226
watchers12
growth_stateorganic
growth_factor_pct100
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
0/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sostenibilidad y Gobernanza

¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?

66Moderado · 24% del índice global
Cómo se puntúa
25.2/54Factor bus — la mitad de los commits recae en 2 contribuyente(s)
11.9/22.5Distribución de commits — el principal contribuyente firma el 47% de los commits
13.5/13.5Amplitud de contribuyentes — 33 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations
Datos de entrada utilizados
bus_factor2
contributors_sampled33
top_contributor_share0,472
Cómo se puntúa
28.6/46.8Resolución de issues — 61% de issues cerradas
26.8/38.3Aceptación de PR — 326/465 PR decididos fusionados
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Datos de entrada utilizados
merged_prs326
open_issues82
closed_issues129
issue_closed_ratio0,611
closed_unmerged_prs139
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
7.2/25Alcance del propietario — 9 seguidores de kubeai-project
3.9/25Trayectoria — 1 repos públicos, cuenta de ~0 años
Datos de entrada utilizados
followers9
owner_typeOrganization
is_verified
owner_loginkubeai-project
public_repos1
account_age_days309
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en go
35/35Recencia de publicación — última publicación hace 4 días
20/20Historial de versiones — 47 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesgithub.com/kubeai-project/kubeai
ecosystemsgo
any_deprecatedno
min_days_since_publish4

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

85Excelente · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 10 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — .golangci.yml
0/9.6Hooks de pre-commit
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 28 out of 30 merged PRs checked by a CI test -- score normalized to 9
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_configno

Documentación

90Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://www.kubeai.org
10/10Descripción del repositorio
10/10Topics — 13 topics
0/10Wiki
Datos de entrada utilizados
topicsk8s, llm, openai-api, autoscaler, ollama, vllm, ollama-operator, vllm-operator, ai, kubernetes, whisper, inference-operator, faster-whisper
has_wikino
homepagehttps://www.kubeai.org
has_readme
has_docs_dir
has_description

Seguridad

¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?

62Moderado · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.2/2.5CI-Tests — 28 out of 30 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 5 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 26 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 87 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5,3
Cómo se puntúa
35/35Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido
0/25Dependencias indirectas libres de avisos conocidos — el conjunto transitivo no es separable de las dependencias de desarrollo y prueba en este alcance
0/40Sin avisos pendientes — ningún aviso tiene fecha de publicación
Datos de entrada utilizados
sourceosv
advisories7
affected_packages5
assessed_packages161
unassessed_packages11
affected_by_severitycritical 1, high 1, moderate 1, unknown 2
direct_affected_packages0
Excluidos de la puntuación (sin datos o no aplicable): Dependencias indirectas libres de avisos conocidos, Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejaron 161 dependencias resueltas con OSV. 11 no pudieron evaluarse: sin versión resuelta, ecosistema no admitido o fuera de la lista de paquetes informada. Este repositorio no publica ningún paquete que el índice resuelva, por lo que se evaluó en su lugar el grafo de dependencias del repositorio. Ese grafo mezcla fijaciones de desarrollo y prueba con las dependencias distribuidas, de modo que solo se puntúan las dependencias declaradas en tiempo de ejecución; los hallazgos transitivos se informan como contexto y quedan excluidos de la puntuación. No se analiza la alcanzabilidad.

Preparación para IA

¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.

66Moderado · 0% del índice global
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 73 de 75 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,973
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
18/18Arranque con un solo comando — Makefile, benchmarks/multi-turn-chat-go/Makefile, benchmarks/multi-turn-chat-k6/Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato — .golangci.yml
11/11Verificación estática de tipos — Go (tipado estático)
10/10Entorno reproducible — Dockerfile, lockfile
2/10Práctica demostrada con agentes — 1 de los últimos 100 commits con autoría o crédito de agente
8/8Mantenimiento automatizado — 24 de los últimos 100 commits son actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfilesgo.sum, uv.lock
has_dockerfile
typed_language
bootstrap_filesMakefile, benchmarks/multi-turn-chat-go/Makefile, benchmarks/multi-turn-chat-k6/Makefile
has_devcontainerno
has_linter_config
typecheck_configs
agent_commit_share0,01
toolchain_manifestsbenchmarks/multi-turn-chat-go/go.mod, examples/private-deep-chat/go.mod, go.mod
dependency_bot_commit_share0,24
Cómo se puntúa
45/45Código verificable por tipos — Go (tipado estático)
55/55Tamaños de archivo manejables — 0/112 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageGo
largest_source_bytes48.739
source_files_sampled112
oversized_source_files0
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — examples, notebooks
Datos de entrada utilizados
example_dirsexamples, notebooks
has_mcp_signalno
api_schema_files

Datos clave

1226estrellas de GitHub
33contribuidores
80commits en los últimos 12 meses
0días desde el último push
99versiones publicadas
2factor bus
82issues abiertas
Go, PyPIecosistemas de paquetes

Más detalle

Historial de estrellas y forks 1226 ★ / 130 ⇿
1226Estrellas
130Forks
98Versiones

Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.

Solo se muestra el historial más reciente: este repositorio supera la ventana de recopilación, por lo que no se captura el historial más antiguo.

0250500750100012501226129382023-122025-042026-07
Mayor 0Menor 23Parche 16

Cada punto abarca 3 días.

OpenSSF Scorecard 5.3 / 10
5.3agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-22 02:49 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
9CI-Tests28 out of 30 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 5 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained26 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities87 existing vulnerabilities detected
Dependencias directas 26
RegistroPaqueteRestricción de versiónManifiesto
Gogithub.com/cespare/xxhashv1.1.0go.mod
Gogithub.com/go-json-experiment/jsonv0.0.0-20250223041408-d3c622f1b874go.mod
Gogithub.com/go-playground/validator/v10v10.22.0go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/onsi/ginkgo/v2v2.32.0go.mod
Gogithub.com/prometheus/client_golangv1.24.0go.mod
Gogithub.com/prometheus/client_modelv0.6.2go.mod
Gogithub.com/prometheus/commonv0.70.0go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogo.opentelemetry.io/contrib/instrumentation/net/http/otelhttpv0.67.0go.mod
Gogo.opentelemetry.io/otelv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/prometheusv0.56.0go.mod
Gogo.opentelemetry.io/otel/metricv1.44.0go.mod
Gogo.opentelemetry.io/otel/sdk/metricv1.43.0go.mod
Gogocloud.devv0.46.0go.mod
Gogocloud.dev/pubsub/kafkapubsubv0.40.0go.mod
Gogocloud.dev/pubsub/natspubsubv0.43.0go.mod
Gogocloud.dev/pubsub/rabbitpubsubv0.40.0go.mod
Gogolang.org/x/expv0.0.0-20240719175910-8a7402abbf56go.mod
Gok8s.io/apiv0.34.2go.mod
Gok8s.io/apimachineryv0.34.2go.mod
Gok8s.io/client-gov0.34.1go.mod
Gok8s.io/utilsv0.0.0-20250604170112-4c0f3b243397go.mod
Gosigs.k8s.io/controller-runtimev0.22.1go.mod
Gosigs.k8s.io/yamlv1.6.0go.mod
Gogopkg.in/evanphx/json-patch.v4v4.13.0go.mod
Todas las dependencias 172

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 27 paquetes directos y 145 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
Gogithub.com/cespare/xxhashv1.1.0directa
Gogithub.com/go-json-experiment/jsonv0.0.0-20250223041408-d3c622f1b874directa
Gogithub.com/go-playground/validator/v10v10.22.0directa
Gogithub.com/google/uuidv1.6.0directa
Gogithub.com/onsi/ginkgo/v2v2.32.0directa
Gogithub.com/prometheus/client_golangv1.24.0directa
Gogithub.com/prometheus/client_modelv0.6.2directa
Gogithub.com/prometheus/commonv0.70.0directa
Gogithub.com/stretchr/testify1.10.0directa
Gogithub.com/stretchr/testifyv1.11.1directa
Gogo.opentelemetry.io/contrib/instrumentation/net/http/otelhttpv0.67.0directa
Gogo.opentelemetry.io/otelv1.44.0directa
Gogo.opentelemetry.io/otel/exporters/prometheusv0.56.0directa
Gogo.opentelemetry.io/otel/metricv1.44.0directa
Gogo.opentelemetry.io/otel/sdk/metricv1.43.0directa
Gogocloud.devv0.46.0directa
Gogocloud.dev/pubsub/kafkapubsubv0.40.0directa
Gogocloud.dev/pubsub/natspubsubv0.43.0directa
Gogocloud.dev/pubsub/rabbitpubsubv0.40.0directa
Gogolang.org/x/expv0.0.0-20240719175910-8a7402abbf56directa
Gogopkg.in/evanphx/json-patch.v4v4.13.0directa
Gok8s.io/apiv0.34.2directa
Gok8s.io/apimachineryv0.34.2directa
Gok8s.io/client-gov0.34.1directa
Gok8s.io/utilsv0.0.0-20250604170112-4c0f3b243397directa
Gosigs.k8s.io/controller-runtimev0.22.1directa
Gosigs.k8s.io/yamlv1.6.0directa
Gocloud.google.com/go/authv0.18.2indirecta
Gocloud.google.com/go/auth/oauth2adaptv0.2.8indirecta
Gocloud.google.com/go/compute/metadatav0.9.0indirecta
Gocloud.google.com/go/iamv1.5.3indirecta
Gocloud.google.com/go/pubsubv1.50.1indirecta
Gocloud.google.com/go/pubsub/v2v2.4.0indirecta
Gogithub.com/aws/aws-sdk-go-v2v1.41.9indirecta
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.20indirecta
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.19.19indirecta
Gogithub.com/aws/aws-sdk-go-v2/feature/ec2/imdsv1.18.25indirecta
Gogithub.com/aws/aws-sdk-go-v2/internal/configsourcesv1.4.25indirecta
Gogithub.com/aws/aws-sdk-go-v2/internal/endpoints/v2v2.7.25indirecta
Gogithub.com/aws/aws-sdk-go-v2/internal/v4av1.4.26indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/internal/accept-encodingv1.13.10indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/internal/presigned-urlv1.13.25indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/signinv1.1.1indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/snsv1.39.14indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/sqsv1.42.24indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/ssov1.30.19indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/ssooidcv1.36.2indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/stsv1.42.3indirecta
Gogithub.com/aws/smithy-gov1.26.0indirecta
Gogithub.com/azure/azure-amqp-common-go/v3v3.2.3indirecta
Gogithub.com/azure/azure-sdk-for-go/sdk/azcorev1.21.0indirecta
Gogithub.com/azure/azure-sdk-for-go/sdk/azidentityv1.13.1indirecta
Gogithub.com/azure/azure-sdk-for-go/sdk/internalv1.11.2indirecta
Gogithub.com/azure/azure-sdk-for-go/sdk/messaging/azservicebusv1.10.0indirecta
Gogithub.com/azure/go-amqpv1.5.1indirecta
Gogithub.com/azuread/microsoft-authentication-library-for-gov1.7.0indirecta
Gogithub.com/beorn7/perksv1.0.1indirecta
Gogithub.com/cespare/xxhash/v2v2.3.0indirecta
Gogithub.com/davecgh/go-spew1.1.1indirecta
Gogithub.com/davecgh/go-spewv1.1.2-0.20180830191138-d8f796af33ccindirecta
Gogithub.com/eapache/go-resiliencyv1.7.0indirecta
Gogithub.com/eapache/go-xerial-snappyv0.0.0-20230731223053-c322873962e3indirecta
Gogithub.com/eapache/queuev1.1.0indirecta
Gogithub.com/emicklei/go-restful/v3v3.12.2indirecta
Gogithub.com/evanphx/json-patch/v5v5.9.11indirecta
Gogithub.com/felixge/httpsnoopv1.0.4indirecta
Gogithub.com/fsnotify/fsnotifyv1.9.0indirecta
Gogithub.com/fxamacker/cbor/v2v2.9.0indirecta
Gogithub.com/gabriel-vasile/mimetypev1.4.3indirecta
Gogithub.com/go-logr/logrv1.4.3indirecta
Gogithub.com/go-logr/stdrv1.2.2indirecta
Gogithub.com/go-logr/zaprv1.3.0indirecta
Gogithub.com/go-openapi/jsonpointerv0.21.0indirecta
Gogithub.com/go-openapi/jsonreferencev0.20.2indirecta
Gogithub.com/go-openapi/swagv0.23.0indirecta
Gogithub.com/go-playground/localesv0.14.1indirecta
Gogithub.com/go-playground/universal-translatorv0.18.1indirecta
Gogithub.com/go-task/slim-sprig/v3v3.0.0indirecta
Gogithub.com/gogo/protobufv1.3.2indirecta
Gogithub.com/golang-jwt/jwt/v5v5.3.1indirecta
Gogithub.com/golang/snappyv0.0.4indirecta
Gogithub.com/google/btreev1.1.3indirecta
Gogithub.com/google/gnostic-modelsv0.7.0indirecta
Gogithub.com/google/go-cmpv0.7.0indirecta
Gogithub.com/google/pprofv0.0.0-20260402051712-545e8a4df936indirecta
Gogithub.com/google/s2a-gov0.1.9indirecta
Gogithub.com/google/wirev0.7.0indirecta
Gogithub.com/googleapis/enterprise-certificate-proxyv0.3.14indirecta
Gogithub.com/googleapis/gax-go/v2v2.19.0indirecta
Gogithub.com/gorilla/websocketv1.5.4-0.20250319132907-e064f32e3674indirecta
Gogithub.com/hashicorp/errwrapv1.1.0indirecta
Gogithub.com/hashicorp/go-multierrorv1.1.1indirecta
Gogithub.com/hashicorp/go-uuidv1.0.3indirecta
Gogithub.com/ibm/saramav1.43.3indirecta
Gogithub.com/jcmturner/aescts/v2v2.0.0indirecta
Gogithub.com/jcmturner/dnsutils/v2v2.0.0indirecta
Gogithub.com/jcmturner/goforkv1.7.6indirecta
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Avisos de dependencias 5

Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 161 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 5 tienen avisos conocidos, de los cuales 0 son directas. 11 no pudieron evaluarse: sin versión resuelta, ecosistema no admitido, o fuera de la lista de paquetes informada.

PaqueteVersiónRelaciónGravedadAvisosCorregido en
google.golang.org/grpcv1.79.3indirectacrítica11.82.1
github.com/moby/spdystreamv0.5.0indirectaalta20.5.1
pytest8.3.3indirectamoderada29.0.3
golang.org/x/cryptov0.53.0indirectadesconocida1
golang.org/x/textv0.38.0indirectadesconocida10.39.0

Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.

Informe JSON sin procesar legible por máquina
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          "body": "Bumps the actions-all group with 2 updates:\n[actions/setup-python](https://github.com/actions/setup-python) and\n[actions/setup-go](https://github.com/actions/setup-go).\n\nUpdates `actions/setup-python` from 6 to 7\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.\n[…]\n of the specified dependency and ignore\nconditions\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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          "body": "….0 (#705)\n\nBumps\n[go.opentelemetry.io/otel/metric](https://github.com/open-telemetry/opentelemetry-go)\nfrom 1.43.0 to 1.44.0.\n<details>\n<summary>Changelog</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/open-telemetry/opentelemetry-go/blob/main/CHANGELOG.md\">go.opentelemetry.io/otel/metri\n[…]\n1.43.0...v1.44.0\">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 [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>",
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          "headline": "build(deps): bump gocloud.dev from 0.43.0 to 0.46.0 (#706)",
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          "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>",
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          "headline": "build(deps): bump github.com/prometheus/client_golang from 1.22.0 to …",
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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>",
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          "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>",
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          "headline": "Bump k8s.io/api from 0.34.1 to 0.34.2 (#625)",
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          "headline": "Inject model labels into pods (#657)",
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          "headline": "Fix broken links to vllm docs (#654)",
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          "body": "Update the chart and application version to 0.23.2 to reflect recent\nchanges.\n\nSigned-off-by: ffais <ffais@fbk.eu>",
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          "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>",
          "is_bot": false,
          "headline": "Fix command injection vulnerabilities and improve startup probe (#656)",
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          "is_bot": false,
          "headline": "fix: trucante models name inside tests (#652)",
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          "headline": "Revert \"Fix: Support external Ollama URLs without Pod reconciliation\"…",
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          "headline": "Expose PVC size as parameter (#641)",
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        {
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          "body": "# Fix: Support external Ollama URLs without Pod reconciliation\n\n## Problem\n\nModels configured with `spec.url` pointing to external Ollama services\n(using `ollama://`, `http://`, or `https://` schemes) and\n`spec.autoscalingDisabled: true` experience hanging requests. The\nLoadBalancer shows \"Waiting f\n[…]\niVersion: kubeai.org/v1\nkind: Model\nmetadata:\n  name: qwen2-5-7b\nspec:\n  url: \"ollama://open-webui-ollama.kubeai-system.svc.cluster.local:11434/qwen2.5:7b\"\n  autoscalingDisabled: true\n  engine: OLlama",
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          "headline": "Fix: Support external Ollama URLs without Pod reconciliation (#620)",
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          "is_bot": false,
          "headline": "fix: check if github release already exists. (#631)",
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          "is_bot": false,
          "headline": "fix: flaky s3-model test (#633)",
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          "body": "Fixes #559\n\nThis pull request introduces a new example values file for custom model\nconfigurations and enhances the Helm template rendering logic for model\nCRDs. The changes make it easier to define, customize, and deploy models\nwith advanced options such as autoscaling, environment variables, image\n[…]\ndditional fields,\nincluding `replicas`, `autoscalingDisabled`, `image`, `envFrom`,\n`priorityClassName`, and nested `loadBalancing` configuration,\nsupporting more flexible and robust model deployments.",
          "is_bot": false,
          "headline": "Model helm should expose all crd fields (#627)",
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          "body": "Just want to see if tests run, although there might be a reason to stay\non 0.10, but not found out why.",
          "is_bot": false,
          "headline": "bump: update vllm-openai images to version 0.11.2 (#626)",
          "author_name": "Björn Brala",
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          "headline": "fix: chart release workflow",
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          "is_bot": false,
          "headline": "bump: kubeai and model helm charts (#621)",
          "author_name": "ffais",
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          "body": "Bumps [k8s.io/apimachinery](https://github.com/kubernetes/apimachinery)\nfrom 0.34.1 to 0.34.2.\n<details>\n<summary>Commits</summary>\n<ul>\n<li>See full diff in <a\nhref=\"https://github.com/kubernetes/apimachinery/compare/v0.34.1...v0.34.2\">compare\nview</a></li>\n</ul>\n</details>\n<br />\n\n\n[![Dependabot c\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 k8s.io/apimachinery from 0.34.1 to 0.34.2 (#624)",
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          "author_login": "dependabot[bot]",
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          "body": "Bumps the actions-all group with 1 update:\n[actions/checkout](https://github.com/actions/checkout).\n\nUpdates `actions/checkout` from 5 to 6\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/actions/checkout/releases\">actions/checkout's\nreleases</a>.</em></p>\n\n[…]\n of the specified dependency and ignore\nconditions\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 actions/checkout from 5 to 6 in the actions-all group (#623)",
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          "committed_at": "2025-11-22T21:48:36Z",
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          "body": "Bumps [golang.org/x/crypto](https://github.com/golang/crypto) from\n0.40.0 to 0.45.0.\n<details>\n<summary>Commits</summary>\n<ul>\n<li><a\nhref=\"https://github.com/golang/crypto/commit/4e0068c0098be10d7025c99ab7c50ce454c1f0f9\"><code>4e0068c</code></a>\ngo.mod: update golang.org/x dependencies</li>\n<li><a\n\n[…]\n//github.com/kubeai-project/kubeai/network/alerts).\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 golang.org/x/crypto from 0.40.0 to 0.45.0 (#622)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2025-11-22T21:47:58Z",
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        {
          "oid": "1e0ac3a6ff1ad6b2b15e76f4c1e73943ee565b1b",
          "body": "… group (#618)\n\nBumps the actions-all group with 1 update:\n[helm/chart-testing-action](https://github.com/helm/chart-testing-action).\n\nUpdates `helm/chart-testing-action` from 2.7.0 to 2.8.0\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/helm/chart-testing\n[…]\n of the specified dependency and ignore\nconditions\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 helm/chart-testing-action from 2.7.0 to 2.8.0 in the actions-all…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-11-12T16:42:36Z",
          "body_truncated": true,
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        {
          "oid": "3b7416bd394eda0214a4dc3fe90f77a575f53074",
          "body": "…nd & tests (#619)\n\nThe Hugging Face CLI has been officially renamed from huggingface-cli to\nhf, this PR introduce the new hf command.\n\n---------\n\nSigned-off-by: ffais <ffais@fbk.eu>",
          "is_bot": false,
          "headline": "fix: replace old and deprecated huggingface-cli with the new hf comma…",
          "author_name": "ffais",
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          "body": "This pull request introduces support for a new `/v1/responses` API\nendpoint in the multi-turn chat backend, enabling chat completion\nrequests to be processed and routed through the model proxy. The changes\ninclude updates to request parsing, endpoint registration, and\ncomprehensive testing to ensure\n[…]\no direct dependencies in\n`benchmarks/multi-turn-chat-go/go.mod` to support the new endpoint and\ntesting.\n\n---------\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Add support for OpenAI Responses API endpoint  (#616)",
          "author_name": "Erwin",
          "author_login": "ErwinsExpertise",
          "committed_at": "2025-11-12T16:35:02Z",
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        },
        {
          "oid": "05ba6381c8492ea77d1d0606b6b5f96087ce9d00",
          "body": "Bumps the actions-all group with 2 updates:\n[actions/upload-artifact](https://github.com/actions/upload-artifact)\nand\n[actions/download-artifact](https://github.com/actions/download-artifact).\n\nUpdates `actions/upload-artifact` from 4 to 5\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced fr\n[…]\n of the specified dependency and ignore\nconditions\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 the actions-all group with 2 updates (#614)",
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          "headline": "Release kubeai 0.22.1 chart (#610)",
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          "headline": "fix: vllm rerank endpoint and upgrade the documentation (#609)",
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          "body": "In the latest version of vLLM, the API response for the\n\"/v1/load_lora_adapter\" endpoint has changed. This prevents KubeAI from\nmarking the adapter as loaded.\n\n---------\n\nSigned-off-by: ffais <ffais@fbk.eu>",
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          "headline": "fix: vllm adapter loading function (#607)",
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          "is_bot": false,
          "headline": "Add Github ARM runner & fix flaky tests (#605)",
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          "headline": "Update Chart.yaml (#600)",
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          "body": "Bumps gopkg.in/evanphx/json-patch.v4 from 4.12.0 to 4.13.0.\n\n\n[![Dependabot compatibility\nscore](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=gopkg.in/evanphx/json-patch.v4&package-manager=go_modules&previous-version=4.12.0&new-version=4.13.0)](https://docs.gith\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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          "body": "l4 family is ada-lovelace",
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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>",
          "is_bot": false,
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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": "Add support for envFrom paremeter in model spec, this would allow us to\nload environment variables from existing secrets or configmaps.\nSupporting envFrom could be useful in several scenarios, for example if\nyou want to support different sets of credentials based on the model.\n\nExample 1\n```yaml\napi\n[…]\n s3://models/Meta-Llama-3.1-8B-Instruct-bnb-4bit\n  engine: VLLM\n  env:\n    AWS_ENDPOINT_URL: http://locals3:9000\n  envFrom:\n    - secretRef:\n        name: set2\n```\n\nSigned-off-by: ffais <ffais@fbk.eu>",
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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,
          "headline": "allow s3 model urls without cache profile (#504)",
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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```",
          "is_bot": false,
          "headline": "feat: support use of JSONPatch for model server pods (#497)",
          "author_name": "sam lockart",
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          "headline": "feat: Llama 4 support and vLLM 0.8.3 (#495)",
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          "body": "See example of flaky test:\nhttps://github.com/substratusai/kubeai/actions/runs/14278117943/job/40024223305\n\n```\n+ kubectl delete -f /home/runner/work/kubeai/kubeai/test/e2e/s3-model/s3-instance.yaml\nError from server: error when deleting \"/home/runner/work/kubeai/kubeai/test/e2e/s3-model/s3-instance\n[…]\nst did not complete within requested timeout - context deadline exceeded\n```\n\nIt looks like the k8s cluster become fully unresponsive. This PR may fix\nit by adding a resource limit on the s3 instance.",
          "is_bot": false,
          "headline": "fix flaky s3 test (#492)",
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          "body": "…(#487)\n\n### Issue\n\nThe current helm template allows for vllm metrics to be scraped by\nprometheus. However, [Azure Managed\nPrometheus](https://learn.microsoft.com/en-us/azure/azure-monitor/containers/prometheus-metrics-scrape-crd)\nuses the API version `azmonitoring.coreos.com/v1` instead of\n`monitor\n[…]\n but chose to follow the\nexisting pattern for defaults in this chart.\n\n### Testing\n\nWe successfully deployed the forked kubeai 0.19.0 chart and could then\nsee vllm metrics in Azure Managed Prometheus.",
          "is_bot": false,
          "headline": "fix: adds support for custom metrics apiVersion in kubeai helm chart …",
          "author_name": "Andrew Sammut",
          "author_login": "grumpydude",
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          "body": "Support load models and LoRA Adapters from non-AWS S3 Compatible Storage\nServer allowing users to specify the endpoint URL.\n\nI've also added an e2e test to verify that loading models from s3 works.\nHowever I couldn't find a way to easily test the loading of adapters\nfrom s3.\n\nFixes: #451\n\n---------\n\nSigned-off-by: ffais <ffais@fbk.eu>",
          "is_bot": false,
          "headline": "Load models and LoRA Adapters from S3 Compatible Storage Server (#482)",
          "author_name": "ffais",
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            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/kubeai-project/kubeai"
              ],
              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 4
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "go"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 4 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 4
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "47 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 47
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 85,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "10 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 10
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".golangci.yml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
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                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "28 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 18,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "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"
              ],
              "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
            },
            "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",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 161 resolved dependencies against OSV; 11 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
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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": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "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": [
              {
                "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": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 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?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 66,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.973,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "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",
                "name": "Legible commit history",
                "detail": "73 of 75 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 73,
                      "sampled": 75
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                  }
                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
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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_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [
                "benchmarks/multi-turn-chat-go/go.mod",
                "examples/private-deep-chat/go.mod",
                "go.mod"
              ],
              "dependency_bot_commit_share": 0.24
            },
            "components": [
              {
                "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": {
                      "files": "Makefile, benchmarks/multi-turn-chat-go/Makefile, benchmarks/multi-turn-chat-k6/Makefile"
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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": [
                  {
                    "code": "file_list",
                    "params": {
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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"
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                  }
                ],
                "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
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "1 of the last 100 commits agent-authored or agent-credited",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "24 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 24,
                      "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
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 48739,
              "source_files_sampled": 112,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/112 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 112,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-22T02:50:19.512159Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/kubeai-project/kubeai.svg",
  "full_name": "kubeai-project/kubeai",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.

Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.26.0 — metodología completa · wiki de métricas.

Cómo se sitúa un resultado dentro del registro general: estadísticas agregadasGo.