Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-25 18:31 UTC

llm-d-incubation / llm-d-fast-model-actuation

Kubernetes controllers for fast model actuation using vLLM sleep/wake and launcher-based model swapping

Go · Python · ShellApache-2.0★ 16 estrellas⑂ 20 forksdesde ago 2025Ver en GitHub ↗

llm-d-incubation/llm-d-fast-model-actuation tiene un índice de salud de 78 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (98/100) y la más baja, Community & Adoption (56/100). Se actualizó por última vez hoy. 2 personas concentran la mayor parte del trabajo reciente.

78
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.

78
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

llm-d incubationOrganización
54 seguidores17 repositorios públicosdesde may 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/llm-d-incubation/llm-d-fast-model-actuationv0.6.2-21hace 10 días

Métricas por categoría

Vitalidad

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

98Excelente · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
33.2/36Cadencia de commits — 48/52 semanas con commits
18/18Volumen de commits — 794 commits en el último año
0/10OpenSSF Scorecard: Maintained — sin datos
Datos de entrada utilizados
commits_last_year794
human_commit_share0,79
days_since_last_push0
active_weeks_last_year48
Cómo se puntúa
27/27Publica versiones — 18 versiones publicadas
36/36Recencia de las versiones — última versión hace 10 días
27/27Cadencia de publicación — una versión cada ~8,5 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count18
latest_release_tagv0.6.2
releases_from_tagsno
days_since_latest_release10
mean_days_between_releases8,5

Comunidad y Adopción

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

56Moderado · 18% del índice global
Cómo se puntúa
19.1/60Estrellas — 16 estrellas
10.7/25Forks — 20 forks
0/15Observadores — 2 observadores
Datos de entrada utilizados
forks20
stars16
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
18/18Guía CONTRIBUTING
13.5/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributing
has_issue_templateno
has_code_of_conduct
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?

72Bueno · 24% del índice global
Cómo se puntúa
25.2/54Factor bus — la mitad de los commits recae en 2 contribuyente(s)
12.4/22.5Distribución de commits — el principal contribuyente firma el 45% de los commits
13.5/13.5Amplitud de contribuyentes — 12 contribuyentes
0/10OpenSSF Scorecard: Contributors — sin datos
Datos de entrada utilizados
bus_factor2
contributors_sampled12
top_contributor_share0,451
Cómo se puntúa
39.9/46.8Resolución de issues — 85% de issues cerradas
32.2/38.3Aceptación de PR — 360/428 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — sin datos
Datos de entrada utilizados
merged_prs360
open_issues35
closed_issues203
issue_closed_ratio0,853
closed_unmerged_prs68
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
12.5/25Alcance del propietario — 54 seguidores de llm-d-incubation
11.5/25Trayectoria — 17 repos públicos, cuenta de ~1 años
Datos de entrada utilizados
followers54
owner_typeOrganization
is_verified
owner_loginllm-d-incubation
public_repos17
account_age_days439
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en go
35/35Recencia de publicación — última publicación hace 10 días
20/20Historial de versiones — 21 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesgithub.com/llm-d-incubation/llm-d-fast-model-actuation
ecosystemsgo
any_deprecatedno
min_days_since_publish10

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

89Excelente · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 21 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — sin datos
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_config

Documentación

85Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
0/15Sitio de documentación / página del proyecto
10/10Descripción del repositorio
10/10Topics — 1 topics
10/10Wiki
Datos de entrada utilizados
topicsllm-d
has_wiki
homepage
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?

73Bueno · 16% del índice global
Cómo se puntúa
30/30Política de seguridad (SECURITY.md)
25/25Configuración de Dependabot
0/25Lockfiles de dependencias — biblioteca publicada — los lockfiles son cosa de las aplicaciones, no se esperan aquí
0/20Flujo de trabajo de CodeQL
Datos de entrada utilizados
sourcefile_signals
lockfilesgo.sum
manifestsgo.mod
has_codeql_workflowno
has_security_policy
has_dependabot_config
Excluidos de la puntuación (sin datos o no aplicable): Lockfiles de dependencias. Los pesos restantes se han renormalizado.

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.

86Excelente · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — AGENTS.md, CLAUDE.md
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 77 de 79 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,975
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes853
Cómo se puntúa
18/18Arranque con un solo comando — Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato
11/11Verificación estática de tipos — Go (tipado estático)
10/10Entorno reproducible — Dockerfile, lockfile
10/10Práctica demostrada con agentes — 6 de los últimos 100 commits con autoría o crédito de agente
8/8Mantenimiento automatizado — 21 de los últimos 100 commits son actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — sin datos
Datos de entrada utilizados
has_nixno
has_tests
lockfilesgo.sum
has_dockerfile
typed_language
bootstrap_filesMakefile
has_devcontainerno
has_linter_config
typecheck_configs
agent_commit_share0,06
toolchain_manifestsgo.mod
dependency_bot_commit_share0,21
Cómo se puntúa
45/45Código verificable por tipos — Go (tipado estático)
54/55Tamaños de archivo manejables — 1/54 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageGo
largest_source_bytes103.611
source_files_sampled54
oversized_source_files1
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signalno
api_schema_files

Datos clave

16estrellas de GitHub
12contribuidores
794commits en los últimos 12 meses
0días desde el último push
18versiones publicadas
2factor bus
35issues abiertas
Goecosistemas de paquetes

Advertencias de recopilación de datos

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
  • OpenSSF Scorecard did not return a usable result (2026/07/25 18:30:35 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks

Más detalle

Historial de estrellas y forks 0 ★ / 20 ⇿
0Estrellas
20Forks
18Versiones

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.

0481216202022025-082026-022026-07
Mayor 0Menor 1Parche 3
Dependencias directas 11
RegistroPaqueteRestricción de versiónManifiesto
Gogithub.com/prometheus/client_golangv1.23.2go.mod
Gogithub.com/spf13/pflagv1.0.10go.mod
Gok8s.io/apiv0.34.9go.mod
Gok8s.io/apimachineryv0.34.9go.mod
Gok8s.io/client-gov0.34.9go.mod
Gok8s.io/component-basev0.34.9go.mod
Gok8s.io/klog/v2v2.130.1go.mod
Gok8s.io/utilsv0.0.0-20250604170112-4c0f3b243397go.mod
Gosigs.k8s.io/controller-runtimev0.22.5go.mod
Gosigs.k8s.io/structured-merge-diff/v6v6.4.2go.mod
Gosigs.k8s.io/yamlv1.6.0go.mod
Todas las dependencias no recopilado

No fue posible recopilar el conjunto de dependencias resuelto para este informe: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Informe JSON sin procesar legible por máquina
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          "body": "* Establish design rules with automation and subjective tiers\n\nIssue #524 observed that the project accumulates cross-cutting design\nrules (e.g. logging the duration of every controller call-out to an\nexternal process) but has nowhere to write them down and nothing to\ncheck them.\n\nAdd DESIGN_RULES.m\n[…]\nrule numbering\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n---------\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Establish design rules with automation and subjective tiers (#634)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-07-15T17:51:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8f1e1e81944e78c82a12259b2e667cce8927d694",
          "body": "* Refactor probes server to expose listener start\n\nThe FuzzServer test in pkg/server/requester/probes flaked intermittently\nwith \"connection refused\": probes.Run created the listener and served in\na single ListenAndServe call, so a test starting Run in a goroutine had no\nsynchronization point tellin\n[…]\n@anthropic.com>\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n---------\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Refactor probes server to expose listener start (#654)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-07-15T17:39:31Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "77d669a1c3e182b8a56a84ea2a7a36b5561a6061",
          "body": "…(#626)\n\nSigned-off-by: Omer Aplatony <omerap12@gmail.com>",
          "is_bot": false,
          "headline": "Independent item scheduling in DPC, 5-second polling of /is_sleeping …",
          "author_name": "Omer Aplatony",
          "author_login": "omerap12",
          "committed_at": "2026-07-15T13:41:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "55295e17fdb2287739b577f5d99b51092a36c13e",
          "body": "Signed-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Add 0.6.3 to release menu in bug template (#656)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-07-15T04:32:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "38b5f0c83e7c12c544d569e1be0d126c5481ffef",
          "body": "* Postpone applying labels from ISC\n\nSigned-off-by: Jun Duan <jun.duan.phd@outlook.com>\n\n* Handle ISC edits during startup\n\nSigned-off-by: Jun Duan <jun.duan.phd@outlook.com>\n\n* Route to bound instance on ISC edit instead of tearing down\n\nSigned-off-by: Jun Duan <jun.duan.phd@outlook.com>\n\n* Remove \n[…]\nun Duan <jun.duan.phd@outlook.com>\n\n* Minor improvements on launcher routing-metadata\n\nSigned-off-by: Jun Duan <jun.duan.phd@outlook.com>\n\n---------\n\nSigned-off-by: Jun Duan <jun.duan.phd@outlook.com>",
          "is_bot": false,
          "headline": "Postpone label application from ISC to launchers (#644)",
          "author_name": "Jun Duan",
          "author_login": "waltforme",
          "committed_at": "2026-07-14T19:29:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "72603a74e6d6b76035f35aff7539848c6cf94686",
          "body": "Bumps [docker/metadata-action](https://github.com/docker/metadata-action) from 6.1.0 to 6.2.0.\n- [Release notes](https://github.com/docker/metadata-action/releases)\n- [Commits](https://github.com/docker/metadata-action/compare/80c7e94dd9b9319bd5eb7a0e0fe9291e23a2a2e9...dc802804100637a589fabce1cb79ff\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\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": "deps(actions): bump docker/metadata-action from 6.1.0 to 6.2.0 (#639)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-14T06:44:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "79fb9a62d8cb2dd212185134d725b6c9c8854029",
          "body": "Bumps [docker/build-push-action](https://github.com/docker/build-push-action) from 7.2.0 to 7.3.0.\n- [Release notes](https://github.com/docker/build-push-action/releases)\n- [Commits](https://github.com/docker/build-push-action/compare/f9f3042f7e2789586610d6e8b85c8f03e5195baf...53b7df96c91f9c12dcc8a0\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\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": "deps(actions): bump docker/build-push-action from 7.2.0 to 7.3.0 (#637)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-14T06:39:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c4b1a1094b9d40757a8b6a27b09adec63a2c7b80",
          "body": "---\nupdated-dependencies:\n- dependency-name: sigs.k8s.io/structured-merge-diff/v6\n  dependency-version: 6.4.2\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n  dependency-group: kubernetes\n...\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": "deps(go): bump sigs.k8s.io/structured-merge-diff/v6 (#650)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-14T04:29:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87e1c4c37390f7d3124f0b9f6f858a367462baa0",
          "body": "Bumps [docker/setup-qemu-action](https://github.com/docker/setup-qemu-action) from 4.1.0 to 4.2.0.\n- [Release notes](https://github.com/docker/setup-qemu-action/releases)\n- [Commits](https://github.com/docker/setup-qemu-action/compare/06116385d9baf250c9f4dcb4858b16962ea869c3...96fe6ef7f33517b61c61be\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\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": "deps(actions): bump docker/setup-qemu-action from 4.1.0 to 4.2.0 (#651)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-14T03:47:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "daee08ed335aa1db24a916e1fddb5b9d51bb0301",
          "body": "* One workflow to rule them all\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n* Typos checking is duplicated so removed typos-check.yml\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n* Mike's comments\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n---------\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>",
          "is_bot": false,
          "headline": "Workflow test consolidation (#647)",
          "author_name": "Diego Castan",
          "author_login": "diegocastanibm",
          "committed_at": "2026-07-14T03:33:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0749b0bdf1a53b1326d7eb07dc8186dfc25057dd",
          "body": "Bumps [docker/login-action](https://github.com/docker/login-action) from 4.2.0 to 4.4.0.\n- [Release notes](https://github.com/docker/login-action/releases)\n- [Commits](https://github.com/docker/login-action/compare/650006c6eb7dba73a995cc03b0b2d7f5ca915bee...af1e73f918a031802d376d3c8bbc3fe56130a9b0)\n\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\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": "deps(actions): bump docker/login-action from 4.2.0 to 4.4.0 (#648)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-13T20:46:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fb0d4cef7fb06b4cdf2bd9ee87e1166ab3da9573",
          "body": "* pass all files pre-commit\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n* pre-commit as the only source\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n* add pre-commit to CONTRIBUTING\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n* fix(ci): don't pin Go in verify-idl workflow\n\n\n[…]\ncomments round 2\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n---------\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "`pre-commit` alignment (#632)",
          "author_name": "Diego Castan",
          "author_login": "diegocastanibm",
          "committed_at": "2026-07-08T20:21:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2b888b2ba5d0a7b561a0b2c3528d292bcf3fcdb1",
          "body": "* Refactor requester to expose server start\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n* Make requester exit(10) if listen fails\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n---------\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Refactor requester to expose server start (#642)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-07-08T12:56:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ed4e619b151549e361e6ce33745d979ae37a3b0",
          "body": "Bumps [ko-build/setup-ko](https://github.com/ko-build/setup-ko) from 0.9 to 0.10.\n- [Release notes](https://github.com/ko-build/setup-ko/releases)\n- [Commits](https://github.com/ko-build/setup-ko/compare/d006021bd0c28d1ce33a07e7943d48b079944c8d...61b4d1d396f5b2e7d6bb6fefdce3dc38d1a13445)\n\n---\nupdate\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\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": "deps(actions): bump ko-build/setup-ko from 0.9 to 0.10 (#603)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-07T19:16:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "faddddc605f1e848a6a11250c8b1d2a9fc336281",
          "body": "Bumps [actions/cache](https://github.com/actions/cache) from 5.0.5 to 6.1.0.\n- [Release notes](https://github.com/actions/cache/releases)\n- [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)\n- [Commits](https://github.com/actions/cache/compare/27d5ce7f107fe9357f9df03efb73ab90386fcca\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\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": "deps(actions): bump actions/cache from 5.0.5 to 6.1.0 (#605)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-07T19:12:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b7e7763f0f1a6b719b2932c67652e18eb5e86a91",
          "body": "Signed-off-by: aavarghese <avarghese@us.ibm.com>",
          "is_bot": false,
          "headline": "Update vllm to version 0.23.0 to match WVA/benchmarking etc (#631)",
          "author_name": "Ansu Varghese",
          "author_login": "aavarghese",
          "committed_at": "2026-07-07T18:57:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0faa4223d9f13d30a35bb98325a93cf620da816f",
          "body": "Signed-off-by: Omer Aplatony <omerap12@gmail.com>",
          "is_bot": false,
          "headline": "Adds make test to Makefile (#627)",
          "author_name": "Omer Aplatony",
          "author_login": "omerap12",
          "committed_at": "2026-07-02T17:24:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "90c6e0fc8656fdbb6009ec428e11711c43decfc3",
          "body": "The Claude Code harness has been observed not to read this repo's\nAGENTS.md or the skill definitions under .agents/, so an agent can begin\nsubstantive work without picking up the repo's documented workflow\ninstructions. Add a minimal CLAUDE.md that directs agents to read\nAGENTS.md and .agents/** before doing substantive work in the repo.\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add CLAUDE.md pointing agents to AGENTS.md and .agents/ (#628)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-07-01T21:42:21Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "dc7c817eb1c54fedcc6d1e1d407b668e2acaeec2",
          "body": "Signed-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Make all action references include tag in a comment (#633)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-07-01T20:19:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1e4aca859271cd30f50828cb419c92da9201f1b5",
          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python) from 6.2.0 to 6.3.0.\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/a309ff8b426b58ec0e2a45f0f869d46889d02405...ece7cb06caefa5fff74198d8649806c4678c61\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\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": "deps(actions): bump actions/setup-python from 6.2.0 to 6.3.0 (#606)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-01T17:26:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "428374588cbea903b0ce33cd4233e4fdd4ef446c",
          "body": "Signed-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Add some dquotes to shut up shellcheck (#630)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-07-01T17:15:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2c1de8356e44c350d2796dfe1dfce118d2fa5da7",
          "body": "* Care for ephemeral storage, spare GPU memory\n\nMake E2E probe Pod test for ephemeral storage capacity.\n\nMake E2E LauncherConfigs specify ephemeral storage usage.\n\nMake E2E InferenceServerConfigs specify --gpu-memory-utilization .\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n* More care about needs in E2E test suite\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n---------\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Care for ephemeral storage, spare GPU memory (#624)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-07-01T16:04:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ac7184c871ccfd9d1b59f7599edaad0c6c1227ec",
          "body": ".. so that they appear in log messages.\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Make fields of funcItem public (#625)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-07-01T15:31:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eed8b7a631a5bbd905409d5d9c478afcd6aa4dd9",
          "body": "Bumps [actions/setup-go](https://github.com/actions/setup-go) from 6.4.0 to 6.5.0.\n- [Release notes](https://github.com/actions/setup-go/releases)\n- [Commits](https://github.com/actions/setup-go/compare/4a3601121dd01d1626a1e23e37211e3254c1c06c...924ae3a1cded613372ab5595356fb5720e22ba16)\n\n---\nupdated\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\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": "deps(actions): bump actions/setup-go from 6.4.0 to 6.5.0 (#607)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-01T14:26:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "47e66257d1287f68d0f6203413a5d49bbbe497bf",
          "body": ".. because I expect there will be another patch release.\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Add 0.6.2 to release menu in bug template (#622)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-07-01T14:23:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2102520fcf122fd62fa5c7b06af8ece23d3c5249",
          "body": "Except in the golangci-lint workflow, because the latest release of\nits action is not baked enough yet.\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Update Go tools used to 1.26 (#620)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-29T22:28:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8e7520ae0dd2e9c5f521d7f32c1038fd222e4214",
          "body": "* test using a Git commit ID as rev\n\n* Extend and use slice helper functions\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n* Correct SliceIndexFeature to get indended efficiency\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n---------\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Extend and use slice helper functions (#616)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-29T21:51:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e45b6b6aa11453f256fb65c8a9b58caad2fd7d90",
          "body": "To track recent developments.\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Update docs/upstream-versions.md (#618)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-29T20:52:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "29f1802edad0557ee4bb3209761e6caf1425db57",
          "body": "* pre-commit hooks frozen\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n* fix SHA's\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n* SHA for commits, not tags\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n---------\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>",
          "is_bot": false,
          "headline": "`pre-commit` hooks frozen (#615)",
          "author_name": "Diego Castan",
          "author_login": "diegocastanibm",
          "committed_at": "2026-06-29T20:32:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ceb581cc0eb20681b37b2272132d0091fbc06870",
          "body": "Signed-off-by: Jun Duan <jun.duan.phd@outlook.com>",
          "is_bot": false,
          "headline": "Add Go unit test workflow (#614)",
          "author_name": "Jun Duan",
          "author_login": "waltforme",
          "committed_at": "2026-06-29T19:30:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7581571b74370c2a583708abdb821bbef23eed92",
          "body": "Signed-off-by: Diego-Castan <diego.castan@ibm.com>",
          "is_bot": false,
          "headline": "typo in pre-coomit config file (#613)",
          "author_name": "Diego Castan",
          "author_login": "diegocastanibm",
          "committed_at": "2026-06-29T19:16:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "baf8fcabc0a5ce3e4d94872000ca586ff8947fac",
          "body": "Signed-off-by: Jun Duan <jun.duan.phd@outlook.com>",
          "is_bot": false,
          "headline": "Fix launcher hash order test (#612)",
          "author_name": "Jun Duan",
          "author_login": "waltforme",
          "committed_at": "2026-06-29T18:43:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e66de54c8c4272b00ea07a9721513498b124acc8",
          "body": "* Relay readiness only when it is news\n\nAnd observe actuation only when it is news.\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n* Fix baseline for actuation\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n* Move actuation baseline to requester container start\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n---------\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Relay readiness only when it is news (#599)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-29T18:35:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79ef43eadbb77ae75bd0328f59ab7c353a34af6a",
          "body": "* Add typos cli into workflow and pre-commit\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n* remove typo pre-commit\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n---------\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>",
          "is_bot": false,
          "headline": "Add typos cli into workflow and pre-commit (#609)",
          "author_name": "Diego Castan",
          "author_login": "diegocastanibm",
          "committed_at": "2026-06-29T18:31:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f3b71433b23ebc677db11dcc55259eef086f2c93",
          "body": "Bumps the go-dependencies group with 1 update: [github.com/prometheus/client_golang](https://github.com/prometheus/client_golang).\n\n\nUpdates `github.com/prometheus/client_golang` from 1.22.0 to 1.23.2\n- [Release notes](https://github.com/prometheus/client_golang/releases)\n- [Changelog](https://githu\n[…]\nion-update:semver-minor\n  dependency-group: go-dependencies\n...\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": "deps(go): bump github.com/prometheus/client_golang (#604)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-27T17:42:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "877a89f03fedca301b947b702cbdb3b672d15b46",
          "body": "sleeping = NOT awake;\nawake = there exists an awake child.\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Fix sleeping label value for empty launcher (#602)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-27T17:37:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d0c37d628ee8fe0edf02b2d2d74e12a6330881e3",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 6.0.3 to 7.0.0.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/df4cb1c069e1874edd31b43\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\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": "deps(actions): bump actions/checkout from 6.0.3 to 7.0.0 (#582)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-26T20:32:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cbf28e0e9d830d35fd0f871a7a34d9821db6e5c3",
          "body": "Signed-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Add release 0.6.1 to menu in bug template (#600)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-26T19:08:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "840b6e4e941fb5ac6c3abe2d8a26dcb8f1181f4f",
          "body": "* Remove envar setting VLLM_USE_V1=1\n\n.. because that is so obsolete that it causes a warning message.\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n* Corrected a language tag in launcher.md\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n---------\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Remove envar setting VLLM_USE_V1=1 (#598)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-26T18:06:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ad36c71a9350e00f2e39f98c95b4ff3325030cd",
          "body": "* Remove corrupt vLLM instance that doesn't report its port\n\nSigned-off-by: Jun Duan <jun.duan.phd@outlook.com>\n\n* Drop redundant HTTP timing\n\nSigned-off-by: Jun Duan <jun.duan.phd@outlook.com>\n\n---------\n\nSigned-off-by: Jun Duan <jun.duan.phd@outlook.com>",
          "is_bot": false,
          "headline": "Remove corrupt vLLM instance that doesn't report its port (#592)",
          "author_name": "Jun Duan",
          "author_login": "waltforme",
          "committed_at": "2026-06-26T17:15:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a8faf3af2be68a8e3d8abbd8cd9434b14411ac59",
          "body": "Signed-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Add recent releases to bug template (#596)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-26T16:58:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "83e51ed89c11ba64291b50dd3990a95f4b30e21f",
          "body": "Instance absence is as good as deletion.\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Make maybeDeleteObsoleteInstance take the W (#594)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-26T13:39:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c94381613ca8ed080d7dd8d2fde132b5f9db69dc",
          "body": "Adjust V level to 5.\n\nDocument the logging in metrics.md (in lieu of a better place).\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Adjust and document logging of HTTP calls (#591)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-25T13:27:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "296ccf896744a06db70ca8d9f4c563243bb59421",
          "body": "* Centralize HTTP call logging and metrics\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n* Tweaks in response to review\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n---------\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Centralize HTTP call logging and metrics (#586)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-25T04:42:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "11e75bd49c6a93bc2651063be16c160d3d136b9b",
          "body": "…589)\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Make .github/workflows/ci-e2e-openshift.yaml list irrelevant paths (#…",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-24T19:08:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ec753452fc9476029c6da3a563f8b9540cf6dc7",
          "body": "* Fix typo\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n* Fix `on` in .github/workflows/launcher-based-e2e-test.yml\n\nFix the Dockerfile mentioned in the list of relevant paths.\n\nMake the `on.pull_request` case also limited by paths.\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n---------\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Fix typo in metrics.md (#588)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-24T17:51:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "901d3941e9df0142ce8c85b3873c98d069352b1a",
          "body": "… (#561)\n\nBumps the kubernetes group with 3 updates in the / directory: [k8s.io/api](https://github.com/kubernetes/api), [k8s.io/client-go](https://github.com/kubernetes/client-go) and [k8s.io/component-base](https://github.com/kubernetes/component-base).\n\n\nUpdates `k8s.io/api` from 0.34.8 to 0.34.9\n[…]\n version-update:semver-patch\n  dependency-group: kubernetes\n...\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": "deps(go): bump the kubernetes group across 1 directory with 4 updates…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-22T14:20:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7150ac2f73cb2eee1c146854d9ebe2ba4655a7d3",
          "body": "* Add more Prometheus metrics\n\n- fma_requester_count\n- fma_isc_count\n- fma_actuation_seconds\n- fma_wake_seconds\n- fma_launcher_create_seconds\n- fma_instance_create_seconds\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n* Add documentation of the fma_duality metric\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n* Tweaks in response to reviews\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Add more Prometheus metrics (#571)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-20T03:59:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a7578b2264fc181488fe43f9488adeeabff630e",
          "body": "* Align launcher image ENTRYPOINT with deployment command\n\nSigned-off-by: Jun Duan <jun.duan.phd@outlook.com>\n\n* Remove unused ENTRYPOINT from launcher Dockerfiles\n\nSigned-off-by: Jun Duan <jun.duan.phd@outlook.com>\n\n* Clear ENTRYPOINT for launcher images\n\nSigned-off-by: Jun Duan <jun.duan.phd@outlook.com>\n\n---------\n\nSigned-off-by: Jun Duan <jun.duan.phd@outlook.com>",
          "is_bot": false,
          "headline": "Align launcher image ENTRYPOINT with deployment command (#570)",
          "author_name": "Jun Duan",
          "author_login": "waltforme",
          "committed_at": "2026-06-19T15:44:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b3baeb85aa0e52110fc13a0a7ab956fefa1eb45",
          "body": "Signed-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Add duality indicator metric (#569)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-18T18:12:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "36f45cfb7d248de79db635999eb2c271ed71e6ad",
          "body": "Also, Don't fear the ValidatingAdmissionPolicy.\nIt went GA long ago.\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Add easy metrics about DPC's inner work queues (#556)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-18T14:14:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ae47a0665fc100f4cc5956ec7ff257cb891c1df9",
          "body": "Signed-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Fix inconsistency wrt ctl.gpuMap holding nil (#574)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-17T20:36:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d5c44b9ac075e17fe627f3f9b5091b86525dba68",
          "body": "Signed-off-by: Omer Aplatony <omerap12@gmail.com>",
          "is_bot": false,
          "headline": "fixed gpu indices race bug (#572)",
          "author_name": "Omer Aplatony",
          "author_login": "omerap12",
          "committed_at": "2026-06-17T17:29:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0feabab5b2adc06b5daa854b4c34f1d82400364b",
          "body": "Remove the clear of `ctl.policy.digest[node.Name]`\nat https://github.com/llm-d-incubation/llm-d-fast-model-actuation/blob/c844356bfd9d19929f78bb2e96da3113569800da/pkg/controller/launcher-populator/digest-updater.go#L212 .\n\nChange `ctl.applyLPPToDigestForNode` so that it does not take\nthe previous lc\n[…]\nl.policy.digest`.\n\nAdd a bit more explanation on the `digestedPolicy` type,\nhoping to emphasize some points to facilitate clear\nreasoning about it.\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Remove confusing wipe from recomputeDigestForNode (#567)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-16T12:47:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c844356bfd9d19929f78bb2e96da3113569800da",
          "body": "Signed-off-by: Jun Duan <jun.duan.phd@outlook.com>",
          "is_bot": false,
          "headline": "Remove a stale TODO item (#563)",
          "author_name": "Jun Duan",
          "author_login": "waltforme",
          "committed_at": "2026-06-15T21:18:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7dca36dafa432f126664da74285af7f85034a2f3",
          "body": "* Use spawn for vLLM child processes to avoid fd inheritance\n\nSigned-off-by: Jun Duan <jun.duan.phd@outlook.com>\n\n* Switch to fork+manual socket-fd close in vLLM children\n\nSigned-off-by: Jun Duan <jun.duan.phd@outlook.com>\n\n---------\n\nSigned-off-by: Jun Duan <jun.duan.phd@outlook.com>",
          "is_bot": false,
          "headline": "Close uvicorn-side sockets in forked vLLM children (#560)",
          "author_name": "Jun Duan",
          "author_login": "waltforme",
          "committed_at": "2026-06-15T17:10:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d9f28d261c1d53bfa0952010e3d6bb58a6fcf7fe",
          "body": "Signed-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Refactor digestion of LauncherPopulationPolicy (#533)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-12T05:37:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2fb1b15a59924ec0ac85128334ccfb6f818517bf",
          "body": "Order matters, because one may be referenced in the value of another.\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Do not reorder ENV of a container (#558)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-11T21:08:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f9bf99a430bfe67f095fab2ac3e1d04d31473f7",
          "body": "The two that test-cases.sh takes, one for each run of the\ndual-pods-controller.\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Make the launcher, E2E, OpenShift workflow log two scrapes (#547)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-11T16:26:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5f6a5a66f4877c87437d36ecc0c98ce5f5ea6f70",
          "body": "Signed-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Simplify digestion of LauncherConfig's PodTemplate (#531)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-11T13:57:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a72215fee759feeb8db94480682f5c11271f3d5",
          "body": "Also dump the two final scrapes.\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Add PodMonitor for FMA to E2E-on-OpenShift workflow (#554)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-09T21:16:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1a771eaaa10f8eb91bf164e0a1eca563d5bdd29",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 6.0.2 to 6.0.3.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/de0fac2e4500dabe0009e67\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\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": "deps(actions): bump actions/checkout from 6.0.2 to 6.0.3 (#549)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-09T19:59:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "81f26a0992e692d0ad9cf74dfa53abcc4365bdb6",
          "body": "Also introduce a script to tell the Prometheus server to take a\nsnapshot.\n\nAlso make test/e2e/run-launcher-based.sh take a Prometheus snapshot at\nthe end.\n\nAlso make test-cases.sh a little more verbose about time.\n\nAlso add Prometheus snap as launcher test workflow artifact\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Install Prometheus Operator in E2E kind cluster (#548)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-09T15:56:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1fe9fa8e3a9dc409e1fb8956343f44286c0a11f3",
          "body": "Signed-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Remove erroneous requeue, debug requeues, work rate (#546)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-05T13:56:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2aa295c298f0fb93e7ae8f98b151a54ff119bb4c",
          "body": "* Wire up /debug/pprof and k8s client metrics in dpctlr\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n* Add scraping to the E2E test\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n* Regularize and simplify metrics,debug serving\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n* Remove commented out old code\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n---------\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Wire up /debug/pprof and k8s client metrics in dpctlr (#537)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-05T04:17:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ae6c8bb960ea66bbcedab774b697e0807578e94d",
          "body": "* Add build date into tags of test images\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n* Take dashes out of date\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n---------\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Add build date into tags of test images (#545)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-04T19:16:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0d5009ef7a3e71882aa79cb040118502a013ed55",
          "body": "Signed-off-by: Jun Duan <jun.duan.phd@outlook.com>",
          "is_bot": false,
          "headline": "Use version 34.1.0 for kube python client in launcher (#543)",
          "author_name": "Jun Duan",
          "author_login": "waltforme",
          "committed_at": "2026-06-04T18:23:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "73214bf907c76b424974d048a2f95851e687e2de",
          "body": "* pin kubernetes version and add test again\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n* kubernetes v1.34\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n---------\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>",
          "is_bot": false,
          "headline": "Missing authorization for launchers (#541)",
          "author_name": "Diego Castan",
          "author_login": "diegocastanibm",
          "committed_at": "2026-06-04T17:11:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2d953d9bc92472f8989a95e275e8ef36a2c300a5",
          "body": "I do not know how this test case ever passed.\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Trim launcher_count_before_reclaim in test-cases.sh (#538)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-04T17:07:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4054e2193034e9ef18eaa9c9143bc5e862f135ee",
          "body": "Signed-off-by: Jun Duan <jun.duan.phd@outlook.com>",
          "is_bot": false,
          "headline": "Clarify careAbout result for unbound launcher pods (#540)",
          "author_name": "Jun Duan",
          "author_login": "waltforme",
          "committed_at": "2026-06-04T16:19:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b9f849b87a56391478f8b4dd5bef73156b507700",
          "body": "* Fix impatience in first E2E test case\n\nAdmit that scheduling the first server-requesting Pod may take some\ntime.\n\nAlso, add dumping of Node state after the test, in the launcher-based\nE2E test on OpenShift.\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n* More clarity in test debugging\n\nSig\n[…]\nd-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n* Fix grep commands seeking literal\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n---------\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Fix impatience in E2E test-cases.sh (#535)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-04T05:44:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dc2f4e7759e19e59ab45d791cbf9a03c0548e44f",
          "body": "Stage C of the staged rename of MaxSleepingInstances -> MaxInstances:\n\n- Delete the MaxSleepingInstances field and the transitional XValidation\n  CEL rule from LauncherConfigSpec.\n- Make MaxInstances required with Minimum=1 and drop the JSON omitempty\n  tag, since zero is no longer admitted.\n- Drop \n[…]\nand applyconfiguration.\n\nThe CRD now lists only maxInstances with minimum: 1 and\nrequired: [maxInstances], and carries no x-kubernetes-validations.\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Remove maxSleepingInstances from LauncherConfig v1alpha1 (#484) (#536)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-04T03:57:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ae26f0a6cbeca952b8b163c5e57c7a1db6fd9c17",
          "body": "Bumps [docker/setup-qemu-action](https://github.com/docker/setup-qemu-action) from 4.0.0 to 4.1.0.\n- [Release notes](https://github.com/docker/setup-qemu-action/releases)\n- [Commits](https://github.com/docker/setup-qemu-action/compare/ce360397dd3f832beb865e1373c09c0e9f86d70a...06116385d9baf250c9f4dc\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\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": "deps(actions): bump docker/setup-qemu-action from 4.0.0 to 4.1.0 (#527)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-03T20:47:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f74408779b965a58ea8ed152efb8b23a697c648a",
          "body": "Signed-off-by: Diego-Castan <diego.castan@ibm.com>",
          "is_bot": false,
          "headline": "Unify launcher and uvicorn log format (#526)",
          "author_name": "Diego Castan",
          "author_login": "diegocastanibm",
          "committed_at": "2026-06-03T20:32:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "301f57bb558b864e070a8ce16c145efb8f7ed249",
          "body": "* Demo FMA HPA files\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n* right tag\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n* Move files into a folder\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n* Remove gpu-map\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n* Comments-\n[…]\ns comments\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n* Usage in deploy_fma\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n---------\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>",
          "is_bot": false,
          "headline": "FMA-HPA integration in OCP cluster (#458)",
          "author_name": "Diego Castan",
          "author_login": "diegocastanibm",
          "committed_at": "2026-06-02T16:57:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e99784d726cfd6a83f4ecdc5a7dbbc2a3c94a564",
          "body": "* Add Source Skepticism section to AGENTS.md for GitHub Issues\n\nInstructs agents to treat GitHub Issue content with skepticism: verify\nreporter claims, diagnoses, and proposed fixes against existing\nevidence (code, logs, prior discussion, tests) before acting, and\nreproduce behavior only when existi\n[…]\nnguage about supporting evidence\n\nThe old language was somewhat self-contradictory.\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n---------\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Add Source Skepticism section to AGENTS.md for GitHub Issues (#521)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-02T15:09:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2315382b8717f55f3c9fed2c33076751ee49dcfc",
          "body": "Signed-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Make the E2E, launcher, kind workflow manually triggerable (#530)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-02T06:04:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d071223daeddf2c601ad7a78706ecb1fb3fa433b",
          "body": "* make populator incremental handling\n\nmake populator handling incremental\n\nfix - remove unused func\n\nrefine\n\nrefine\n\nrefine\n\nfixes #450\n\nfix\n\nremove duplicated call to setStatus\n\nadd work queue\n\nadd lock\n\n* polish\n\n* polish digest updater\n\n* polish helpers\n\n* polish populators\n\n* fix to remove unus\n[…]\ne handle count decrease (#3)\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n---------\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\nCo-authored-by: Mike Spreitzer <mspreitzibm@gmail.com>",
          "is_bot": false,
          "headline": "make populator incremental handling (#510)",
          "author_name": "Xi Ning Wang",
          "author_login": "osswangxining",
          "committed_at": "2026-06-02T04:30:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "18db421191e5bb90a07f68ab0b532b4c73f06692",
          "body": "* Apply instead commit for run-launcher-based.sh\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n* remove line\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>\n\n---------\n\nSigned-off-by: Diego-Castan <diego.castan@ibm.com>",
          "is_bot": false,
          "headline": "Apply instead commit for run-launcher-based.sh (#529)",
          "author_name": "Diego Castan",
          "author_login": "diegocastanibm",
          "committed_at": "2026-06-02T04:25:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b5be5c72f9b340253db2a7689189f9186ec43cec",
          "body": "* Note that LauncherPopulationControllerSpec.CountForLauncher represents a map\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n* Re-derive the derived files\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n* Add E2E test case for LPP key uniqueness\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n---------\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "List is map (#528)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-06-02T01:46:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58214abafc725c9032449ee781f792c0faf52cdb",
          "body": "Bumps [docker/login-action](https://github.com/docker/login-action) from 4.1.0 to 4.2.0.\n- [Release notes](https://github.com/docker/login-action/releases)\n- [Commits](https://github.com/docker/login-action/compare/4907a6ddec9925e35a0a9e82d7399ccc52663121...650006c6eb7dba73a995cc03b0b2d7f5ca915bee)\n\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\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": "deps(actions): bump docker/login-action from 4.1.0 to 4.2.0 (#515)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-30T20:10:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7c72a4f0bbea20d8fa005b90765a0ccf235893f6",
          "body": "Bumps [docker/build-push-action](https://github.com/docker/build-push-action) from 7.1.0 to 7.2.0.\n- [Release notes](https://github.com/docker/build-push-action/releases)\n- [Commits](https://github.com/docker/build-push-action/compare/bcafcacb16a39f128d818304e6c9c0c18556b85f...f9f3042f7e2789586610d6\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\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": "deps(actions): bump docker/build-push-action from 7.1.0 to 7.2.0 (#514)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-30T20:04:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "927dca809fe8f5cff3105edbcb4965980c217b25",
          "body": "Bumps [docker/metadata-action](https://github.com/docker/metadata-action) from 6.0.0 to 6.1.0.\n- [Release notes](https://github.com/docker/metadata-action/releases)\n- [Commits](https://github.com/docker/metadata-action/compare/030e881283bb7a6894de51c315a6bfe6a94e05cf...80c7e94dd9b9319bd5eb7a0e0fe929\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\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": "deps(actions): bump docker/metadata-action from 6.0.0 to 6.1.0 (#513)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-30T20:00:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "09f33271877d03c04e0f6a308f92de4cf4321b41",
          "body": "…512)\n\nBumps [docker/setup-buildx-action](https://github.com/docker/setup-buildx-action) from 4.0.0 to 4.1.0.\n- [Release notes](https://github.com/docker/setup-buildx-action/releases)\n- [Commits](https://github.com/docker/setup-buildx-action/compare/4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd...d7f5e7f\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\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": "deps(actions): bump docker/setup-buildx-action from 4.0.0 to 4.1.0 (#…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-30T19:55:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1c167dbf7a4e9cbb6b3db2d651c8ee93a0482358",
          "body": "… (#511)\n\nBumps [golangci/golangci-lint-action](https://github.com/golangci/golangci-lint-action) from 9.2.0 to 9.2.1.\n- [Release notes](https://github.com/golangci/golangci-lint-action/releases)\n- [Commits](https://github.com/golangci/golangci-lint-action/compare/1e7e51e771db61008b38414a730f564565c\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\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": "deps(actions): bump golangci/golangci-lint-action from 9.2.0 to 9.2.1…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-29T18:46:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "79335efe16f462e2622dd6d5df0b3b3332b6e9ba",
          "body": "* Log call durations on launcher/instance/K8s actuation calls\n\nAdd `httpCallDurationSec` (calls to launchers and vLLM instances) and\n`k8sCallDurationSec` (calls to the Kubernetes API) fields to the existing\nlog lines that wrap each outbound call from the dual-pods controller.\nEach value is the wall-\n[…]\n 4.7 <noreply@anthropic.com>\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\n\n---------\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Log call durations on launcher/instance/K8s actuation calls (#522)",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-05-29T18:37:35Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f11a020ff89ae25ab03d4c0947a8cf530461b1fa",
          "body": "…n (#520)\n\nAdd INFO/WARNING log statements in VllmMultiProcessManager.create_instance\nso that receipt of each request to create a vLLM instance is observable,\nwith the outcome (accepted or rejected due to duplicate ID) logged\nimmediately after the ID is known. Python's logging %(asctime)s already\nincludes millisecond precision by default.\n\nCloses #497\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Log launcher receipt of create-instance request at subsecond precisio…",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-05-29T04:28:28Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "78bad191da5bdf8a278e6ca726ec74a54328e23d",
          "body": "* Improve some readiness checks in the e2e test suite\n\nSigned-off-by: Jun Duan <jun.duan.phd@outlook.com>\n\n* For readiness of launcher after bounding, check once and don't wait\n\nSigned-off-by: Jun Duan <jun.duan.phd@outlook.com>\n\n---------\n\nSigned-off-by: Jun Duan <jun.duan.phd@outlook.com>",
          "is_bot": false,
          "headline": "Improve some readiness checks in the e2e test suite (#518)",
          "author_name": "Jun Duan",
          "author_login": "waltforme",
          "committed_at": "2026-05-28T15:08:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2feed1e222e20d5f0b75ca0dc7c7730801885386",
          "body": "…(#517)\n\nAdds a \"Reviewing dependency and GitHub Actions bump PRs\" subsection to\nCONTRIBUTING.md as the source of truth for human and agent reviewers.\nThe checklist includes a 7-day release-age soak-period rule: PRs that\nbump to a release published less than 7 days ago should be flagged and\nheld unt\n[…]\nrtened to defer to that\nsubsection rather than carry its own checklist, avoiding drift between\nthe human-facing doc and the agent instruction file.\n\nSigned-off-by: Mike Spreitzer <mspreitz@us.ibm.com>",
          "is_bot": false,
          "headline": "Document soak-period and bump-PR review checklist in CONTRIBUTING.md …",
          "author_name": "Mike Spreitzer",
          "author_login": "MikeSpreitzer",
          "committed_at": "2026-05-27T15:57:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
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                "key": "release_cadence",
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                "key": "openssf_scorecard_signed_releases",
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                "key": "openssf_scorecard_contributors",
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        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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                "key": "openssf_scorecard_ci_tests",
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        ],
        "description": "Are baseline engineering and documentation practices in place?"
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        "key": "security",
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            "value": 73,
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                "key": "dependabot_config",
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                "key": "codeql_workflow",
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            ]
          },
          {
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            "value": 100,
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            "components": [
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            ]
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        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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                "max_points": 45
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                "key": "machine_readable_docs_llms_txt",
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                "max_points": 40
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            ]
          },
          {
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              },
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                "key": "lint_format_config",
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              },
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                "key": "static_type_checking",
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                "status": "met",
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    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
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}

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 v0.27.0 — metodología completa · wiki de métricas.

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