Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-26 03:40 UTC

aws-solutions-library-samples / guidance-for-claude-code-with-amazon-bedrock

This Guidance demonstrates how organizations can implement secure enterprise authentication for Amazon Bedrock using industry-standard protocols and AWS services

Python · GoMIT-0★ 381 estrellas⑂ 151 forksdesde jul 2025Ver en GitHub ↗

aws-solutions-library-samples/guidance-for-claude-code-with-amazon-bedrock tiene un índice de salud de 82 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Vitality (96/100) y la más baja, AI Readiness (71/100). Se actualizó por última vez hace 1 día. 2 personas concentran la mayor parte del trabajo reciente.

82
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.

82
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

717 seguidores331 repositorios públicosdesde jul 2022

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

Métricas por categoría

Vitalidad

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

96Excelente · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 1 días
29.1/36Cadencia de commits — 42/52 semanas con commits
18/18Volumen de commits — 684 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year684
human_commit_share0,93
days_since_last_push1
active_weeks_last_year42
Cómo se puntúa
27/27Publica versiones — 100 versiones publicadas
36/36Recencia de las versiones — última versión hace 1 días
27/27Cadencia de publicación — una versión cada ~0,8 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count100
latest_release_tagv2.5.3-beta.7
releases_from_tagsno
days_since_latest_release1
mean_days_between_releases0,8
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.

Comunidad y Adopción

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

77Bueno · 18% del índice global
Cómo se puntúa
41.8/60Estrellas — 381 estrellas
18.1/25Forks — 151 forks
3.9/15Observadores — 6 observadores
Datos de entrada utilizados
forks151
stars381
watchers6
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (MIT-0)
18/18Guía CONTRIBUTING
13.5/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributing
has_issue_templateno
has_code_of_conduct
has_pull_request_template

Sostenibilidad y Gobernanza

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

71Bueno · 24% del índice global
Cómo se puntúa
25.2/54Factor bus — la mitad de los commits recae en 2 contribuyente(s)
11.6/22.5Distribución de commits — el principal contribuyente firma el 48% de los commits
13.5/13.5Amplitud de contribuyentes — 38 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 9 contributing companies or organizations
Datos de entrada utilizados
bus_factor2
contributors_sampled38
top_contributor_share0,485
Cómo se puntúa
44.7/46.8Resolución de issues — 96% de issues cerradas
27.2/38.3Aceptación de PR — 394/554 PR decididos fusionados
12/15OpenSSF Scorecard: Code-Review — Found 21/25 approved changesets -- score normalized to 8
Datos de entrada utilizados
merged_prs394
open_issues10
closed_issues224
issue_closed_ratio0,957
closed_unmerged_prs160
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
20.5/25Alcance del propietario — 717 seguidores de aws-solutions-library-samples
21/25Trayectoria — 331 repos públicos, cuenta de ~4 años
Datos de entrada utilizados
followers717
owner_typeOrganization
is_verified
owner_loginaws-solutions-library-samples
public_repos331
account_age_days1465

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

90Excelente · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 20 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — ruff.toml
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
16/20OpenSSF Scorecard: CI-Tests — 25 out of 29 merged PRs checked by a CI test -- score normalized to 8
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_config

Documentación

90Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://aws.amazon.com/solutions/guidance/claude-code-with-amazon-bedrock/
10/10Descripción del repositorio
0/10Topics
10/10Wiki
Datos de entrada utilizados
topics
has_wiki
homepagehttps://aws.amazon.com/solutions/guidance/claude-code-with-amazon-bedrock/
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?

75Bueno · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
4.5/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2/2.5CI-Tests — 25 out of 29 merged PRs checked by a CI test -- score normalized to 8
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6/7.5Code-Review — Found 21/25 approved changesets -- score normalized to 8
2.5/2.5Contributors — project has 9 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 — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — sin datos
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
3.5/5SAST — SAST tool is not run on all commits -- score normalized to 7
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
4.5/7.5Vulnerabilities — 4 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6,9
Excluidos de la puntuación (sin datos o no aplicable): packaging, signed_releases. Los pesos restantes se han renormalizado.
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
advisories6
affected_packages4
assessed_packages119
unassessed_packages0
affected_by_severityhigh 1, moderate 2, unknown 1
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 119 dependencias resueltas con OSV. 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.

71Bueno · 0% del índice global
Cómo se puntúa
45/45Instrucciones para agentes — CLAUDE.md, deployment/CLAUDE.md, deployment/infrastructure/lambda-functions/CLAUDE.md, docs/CLAUDE.md, source/CLAUDE.md, source/go/CLAUDE.md, source/go/cmd/CLAUDE.md
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 92 de 93 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,989
agent_instruction_filesCLAUDE.md, deployment/CLAUDE.md, deployment/infrastructure/lambda-functions/CLAUDE.md, docs/CLAUDE.md, source/CLAUDE.md, source/go/CLAUDE.md, source/go/cmd/CLAUDE.md
agent_instruction_max_bytes3292
Cómo se puntúa
18/18Arranque con un solo comando — source/go/Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato — ruff.toml
0/11Verificación estática de tipos
10/10Entorno reproducible — lockfile
10/10Práctica demostrada con agentes — 10 de los últimos 100 commits con autoría o crédito de agente
8/8Mantenimiento automatizado — 7 de los últimos 100 commits son actualizaciones automáticas de dependencias
1/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
Datos de entrada utilizados
has_nixno
has_tests
lockfilesgo.sum, poetry.lock
has_dockerfileno
typed_languageno
bootstrap_filessource/go/Makefile
has_devcontainerno
has_linter_config
typecheck_configs
agent_commit_share0,1
toolchain_manifestssource/go/go.mod
dependency_bot_commit_share0,07
Cómo se puntúa
0/45Código verificable por tipos — Python sin configuración de verificación de tipos
53.4/55Tamaños de archivo manejables — 8/277 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes207.756
source_files_sampled277
oversized_source_files8
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

381estrellas de GitHub
38contribuidores
684commits en los últimos 12 meses
1días desde el último push
100versiones publicadas
2factor bus
10issues abiertas
PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch pypi package 'claude-code-with-bedrock' from its registry

Más detalle

Historial de estrellas y forks 0 ★ / 151 ⇿
0Estrellas
151Forks
96Versiones

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.

025507510012515014852025-072026-012026-07
Mayor 0Menor 1Parche 2
OpenSSF Scorecard 6.9 / 10
6.9agregado

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 · 2026-07-26 03:40 UTC

10Binary-Artifactsno binaries found in the repo
6Branch-Protectionbranch protection is not maximal on development and all release branches
8CI-Tests25 out of 29 merged PRs checked by a CI test -- score normalized to 8
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
8Code-ReviewFound 21/25 approved changesets -- score normalized to 8
10Contributorsproject has 9 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
n/dPackagingpackaging workflow not detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
7SASTSAST tool is not run on all commits -- score normalized to 7
10Security-Policysecurity policy file detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
6Vulnerabilities4 existing vulnerabilities detected
Dependencias directas 21
RegistroPaqueteRestricción de versiónManifiesto
PyPIboto3^1.42.88source/pyproject.toml
PyPIrequests^2.33.1source/pyproject.toml
PyPIPyJWT^2.8.0source/pyproject.toml
PyPIkeyring^24.0.0source/pyproject.toml
PyPIcryptography>=44.0.1source/pyproject.toml
PyPIcleo^2.0.0source/pyproject.toml
PyPIrich>=14.3.3,<16.0.0source/pyproject.toml
PyPIpydantic^2.12.5source/pyproject.toml
PyPIpyyaml^6.0source/pyproject.toml
PyPIquestionary^2.1.1source/pyproject.toml
PyPIcfn-flip^1.3.0source/pyproject.toml
Gogithub.com/99designs/keyringv1.2.2source/go/go.mod
Gogithub.com/aws/aws-sdk-go-v2v1.41.4source/go/go.mod
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.12source/go/go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/cognitoidentityv1.33.21source/go/go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/stsv1.41.9source/go/go.mod
Gogithub.com/pkg/browserv0.0.0-20240102092130-5ac0b6a4141csource/go/go.mod
Gogopkg.in/ini.v1v1.67.1source/go/go.mod
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.19.12source/go/go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/ssov1.30.13source/go/go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/ssooidcv1.35.17source/go/go.mod
Todas las dependencias 119

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 21 paquetes directos y 98 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
Gogithub.com/99designs/keyringv1.2.2directa
Gogithub.com/aws/aws-sdk-go-v2v1.41.4directa
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.12directa
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.19.12directa
Gogithub.com/aws/aws-sdk-go-v2/service/cognitoidentityv1.33.21directa
Gogithub.com/aws/aws-sdk-go-v2/service/ssov1.30.13directa
Gogithub.com/aws/aws-sdk-go-v2/service/ssooidcv1.35.17directa
Gogithub.com/aws/aws-sdk-go-v2/service/stsv1.41.9directa
Gogithub.com/pkg/browserv0.0.0-20240102092130-5ac0b6a4141cdirecta
Gogopkg.in/ini.v1v1.67.1directa
PyPIboto31.43.51directa
PyPIcfn-flip1.3.0directa
PyPIcleo2.1.0directa
PyPIcryptography49.0.0directa
PyPIkeyring25.7.0directa
PyPIpydantic2.13.4directa
PyPIpyjwt2.13.0directa
PyPIpyyaml6.0.3directa
PyPIquestionary2.1.1directa
PyPIrequests2.34.2directa
PyPIrich15.0.0directa
Gogithub.com/99designs/go-keychainv0.0.0-20191008050251-8e49817e8af4indirecta
Gogithub.com/aws/aws-sdk-go-v2/feature/ec2/imdsv1.18.20indirecta
Gogithub.com/aws/aws-sdk-go-v2/internal/configsourcesv1.4.20indirecta
Gogithub.com/aws/aws-sdk-go-v2/internal/endpoints/v2v2.7.20indirecta
Gogithub.com/aws/aws-sdk-go-v2/internal/iniv1.8.6indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/internal/accept-encodingv1.13.7indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/internal/presigned-urlv1.13.20indirecta
Gogithub.com/aws/aws-sdk-go-v2/service/signinv1.0.8indirecta
Gogithub.com/aws/smithy-gov1.24.2indirecta
Gogithub.com/danieljoos/wincredv1.1.2indirecta
Gogithub.com/dvsekhvalnov/jose2gov1.7.0indirecta
Gogithub.com/godbus/dbusv0.0.0-20190726142602-4481cbc300e2indirecta
Gogithub.com/gsterjov/go-libsecretv0.0.0-20161001094733-a6f4afe4910cindirecta
Gogithub.com/mtibben/percentv0.2.1indirecta
Gogolang.org/x/sysv0.3.0indirecta
Gogolang.org/x/termv0.3.0indirecta
PyPIaltgraph0.17.4indirecta
PyPIannotated-types0.7.0indirecta
PyPIast-serialize0.6.0indirecta
PyPIattrs25.3.0indirecta
PyPIaws-sam-translator1.111.0indirecta
PyPIbackports-tarfile1.2.0indirecta
PyPIblack26.5.1indirecta
PyPIbotocore1.43.51indirecta
PyPIcertifi2025.6.15indirecta
PyPIcffi2.0.0indirecta
PyPIcfgv3.4.0indirecta
PyPIcfn-lint1.53.0indirecta
PyPIcharset-normalizer3.4.2indirecta
PyPIclick8.2.1indirecta
PyPIcolorama0.4.6indirecta
PyPIcoverage7.13.5indirecta
PyPIcrashtest0.4.1indirecta
PyPIdistlib0.4.0indirecta
PyPIexceptiongroup1.3.0indirecta
PyPIfilelock3.20.3indirecta
PyPIidentify2.6.13indirecta
PyPIidna3.10indirecta
PyPIimportlib-metadata8.7.0indirecta
PyPIiniconfig2.1.0indirecta
PyPIjaraco-classes3.4.0indirecta
PyPIjaraco-context6.1.2indirecta
PyPIjaraco-functools4.4.0indirecta
PyPIjeepney0.9.0indirecta
PyPIjmespath1.0.1indirecta
PyPIjsonpatch1.33indirecta
PyPIjsonpointer3.0.0indirecta
PyPIjsonschema4.25.0indirecta
PyPIjsonschema-specifications2025.4.1indirecta
PyPIlibrt0.13.0indirecta
PyPImacholib1.16.3indirecta
PyPImarkdown-it-py3.0.0indirecta
PyPImdurl0.1.2indirecta
PyPImore-itertools10.7.0indirecta
PyPImpmath1.3.0indirecta
PyPImypy2.3.0indirecta
PyPImypy-extensions1.1.0indirecta
PyPInetworkx3.4.2indirecta
PyPInodeenv1.9.1indirecta
PyPInuitka4.1.3indirecta
PyPIordered-set4.1.0indirecta
PyPIpackaging25.0indirecta
PyPIpathspec1.0.4indirecta
PyPIpefile2023.2.7indirecta
PyPIplatformdirs4.3.8indirecta
PyPIpluggy1.6.0indirecta
PyPIpre-commit4.6.0indirecta
PyPIprompt-toolkit3.0.51indirecta
PyPIpycparser2.22indirecta
PyPIpydantic-core2.46.4indirecta
PyPIpygments2.20.0indirecta
PyPIpyinstaller6.21.0indirecta
PyPIpyinstaller-hooks-contrib2026.6indirecta
PyPIpytest9.1.1indirecta
PyPIpytest-cov7.1.0indirecta
PyPIpython-dateutil2.9.0.post0indirecta
PyPIpytokens0.4.1indirecta
PyPIpywin32-ctypes0.2.3indirecta
PyPIrapidfuzz3.13.0indirecta
PyPIreferencing0.36.2indirecta
PyPIregex2025.7.34indirecta
PyPIrpds-py0.27.0indirecta
PyPIruff0.15.22indirecta
PyPIs3transfer0.19.0indirecta
PyPIsecretstorage3.3.3indirecta
PyPIsetuptools80.9.0indirecta
PyPIsix1.17.0indirecta
PyPIsympy1.14.0indirecta
PyPItomli2.2.1indirecta
PyPItypes-requests2.33.0.20260712indirecta
PyPItyping-extensions4.15.0indirecta
PyPItyping-inspection0.4.2indirecta
PyPIurllib32.7.0indirecta
PyPIvirtualenv20.36.1indirecta
PyPIwcwidth0.2.13indirecta
PyPIyamllint1.38.0indirecta
PyPIzipp3.23.0indirecta
PyPIzstandard0.25.0indirecta
Avisos de dependencias 4

Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 119 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 4 tienen avisos conocidos, de los cuales 0 son directas.

PaqueteVersiónRelaciónGravedadAvisosCorregido en
click8.2.1indirectaalta18.3.3
idna3.10indirectamoderada23.15
setuptools80.9.0indirectamoderada283.0.0
golang.org/x/sysv0.3.0indirectadesconocida10.44.0

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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      "pushed_at": "2026-07-25T03:19:48Z",
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          "body": "Admins wiring group-based quota policies, cost attribution, or OTEL\nidentity mapping need to see exactly what claims their IdP puts in the\nID token (\"is Okta actually sending groups? under which claim name?\").\nThe Go binary only exposed slices of the token (--show-tags for the\nprincipal-tags claim, \n[…]\n surfaces, including\ngroups and custom:* claims, with no network) and pin the flag\nregistration.\n\nCo-authored-by: Steven <steven.buxton@ent0.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(credential-process): add --show-claims IdP claim diagnostic (#780)",
          "author_name": "Steven",
          "author_login": "wantmys2000",
          "committed_at": "2026-07-15T21:34:54Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b8ba706c3a369eafa33ffc1486b9b64481f572ea",
          "body": "…ard (#776)\n\nClaude Opus 4.8 is available in AWS GovCloud (US) as of 2026-05:\nin-region in us-gov-west-1 and geo-routed from us-gov-east-1 via the\nus-gov CRIS prefix. Add the opus-4-8-govcloud registry entry\n(us-gov.anthropic.claude-opus-4-8, both regions as entry points).\n\nThe wizard also becomes p\n[…]\nncluding the no-commercial-fallback invariant, and\nthat commercial tier resolution is unchanged.\n\nCo-authored-by: Steven <steven.buxton@ent0.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(models): Claude Opus 4.8 in GovCloud + partition-aware model wiz…",
          "author_name": "Steven",
          "author_login": "wantmys2000",
          "committed_at": "2026-07-15T21:34:52Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "983559d7bc3906f09b640a0f0dfe6983e959d23f",
          "body": "… Windows (#774)\n\n* fix(otel): start collector sidecar from Go helper, split log files on Windows\n\nTwo bugs left sidecar mode broken on Windows:\n\n1. otel-helper.ps1 redirected the collector's stdout AND stderr to the\n   same collector.log. Start-Process rejects that on Windows (\"same file\n   for red\n[…]\neaches the\ncollector process.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Steven <steven.buxton@ent0.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(otel): start collector sidecar from Go helper, split log files on…",
          "author_name": "Steven",
          "author_login": "wantmys2000",
          "committed_at": "2026-07-15T21:34:04Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "507b0a21dd99f7af4ee36da681d886d5c30de49a",
          "body": "The init wizard offers cost-based quota (\"$ budget per user\n[recommended]\") and collects monthly/daily budgets — but the answers\nwere dropped at every hop, so cost mode silently deployed NO enforcement\nat all:\n\n- No Profile fields existed for limit type or cost limits: the wizard's\n  values never re\n[…]\nr cost alert\nlevels, the zero-token-limit alert-storm guard, and the daily cost\nstale-day guard.\n\nCo-authored-by: Steven <steven.buxton@ent0.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(quota): wire cost-based quota end-to-end (#778)",
          "author_name": "Steven",
          "author_login": "wantmys2000",
          "committed_at": "2026-07-15T21:33:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2efcc2124b3229b1ae0d40f996abf03b86b1d9d7",
          "body": "validate_profile_for_packaging warned \"Monitoring enabled but no\notel_collector_endpoint configured\" at the top of EVERY sidecar\npackage run. Sidecar profiles never have that field by design — the\npackaged settings hardcode the local collector at http://localhost:4318\nand there is no ALB endpoint to\n[…]\nclean, and monitoring-disabled cases (the packaging validators\npreviously had no test coverage).\n\nCo-authored-by: Steven <steven.buxton@ent0.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(package): suppress sidecar endpoint warning (#779)",
          "author_name": "Steven",
          "author_login": "wantmys2000",
          "committed_at": "2026-07-15T21:33:50Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a57dcefc486dbce83a34133f63915d747cd05065",
          "body": "…t-1 probe (#777)\n\nThe orphaned-stack check probes CloudFormation for every stack type not\nin the deploy plan. websearch's home region defaults to us-east-1 (the\nmanaged connector is commercial-only), so a GovCloud deploy called a\nCOMMERCIAL-partition CloudFormation endpoint — unreachable from typic\n[…]\nstill probe the websearch\nregion, connection errors don't abort, and orphans are still detected.\n\nCo-authored-by: Steven <steven.buxton@ent0.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(deploy): orphaned-stack check crashed GovCloud deploys via us-eas…",
          "author_name": "Steven",
          "author_login": "wantmys2000",
          "committed_at": "2026-07-15T21:33:48Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d5a94f987c98bde0b41f1f07be406d5243e649d5",
          "body": "questionary.Choice treats value=None as \"no value given\" and falls back\nto the choice TITLE. Three wizard choices were built that way, so\nselecting them stored truthy title strings instead of None:\n\n- Distribution \"Disabled\" → enable_distribution=True with\n  distribution_type=\"Disabled\". Deploy then\n[…]\nfile), and add a\nsource guard rejecting any future questionary.Choice(value=None) in the\nwizard.\n\nCo-authored-by: Steven <steven.buxton@ent0.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(init): wizard Disabled/Skip choices saved titles not None (#775)",
          "author_name": "Steven",
          "author_login": "wantmys2000",
          "committed_at": "2026-07-15T21:33:45Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "dda567366afe9015e7664d3141725c5e5c88f625",
          "body": "The file's on-disk content was a raw `git show` dump — a commit\nmessage header, diff hunk headers, and every content line prefixed\nwith `+` — instead of the rendered Markdown. GitHub displayed the\nmetadata and `+` prefixes literally, mangling the page.\n\nReplace with the intended Markdown (the diff body with metadata and\n`+` prefixes stripped); content is otherwise unchanged.",
          "is_bot": false,
          "headline": "docs(websearch): fix WEB_SEARCH.md committed as a git-show dump (#788)",
          "author_name": "Sebastien",
          "author_login": "scouturier",
          "committed_at": "2026-07-15T21:31:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04415202083300dba0ceec9eb77d59406e93dee9",
          "body": "…inline args) (#787)\n\n* fix(cowork): point inferenceCredentialHelper at a wrapper script (no inline args)\n\nClaude Desktop runs the inferenceCredentialHelper executable 'at the configured\npath with no arguments' (per Anthropic's credential-helper docs). #733 set the\nvalue to 'credential-process --des\n[…]\napper path converts .sh->.cmd without\nappending .exe or splitting on spaces, and is a no-op for non-placeholder values.\nPreviously only covered indirectly via generate_reg_file/generate_intune_script.",
          "is_bot": false,
          "headline": "fix(cowork): point inferenceCredentialHelper at a wrapper script (no …",
          "author_name": "Sebastien",
          "author_login": "scouturier",
          "committed_at": "2026-07-14T21:25:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d60dc84e2778d4f7a0ead8e96c4ad01d78eab806",
          "body": "… (#785)\n\nCoWork 3P (credential-process --desktop, #733) emits a Bedrock bearer token,\nwhich requires bedrock:CallWithBearerToken on the role. b44bd1d added it to the\nother auth templates but missed bedrock-auth-google.yaml, so Google-auth CoWork\ndeployments 403 with 'Invalid API Key format'. Add it to both invoke statements\nto match the other providers.\n\nFixes #784",
          "is_bot": false,
          "headline": "fix(auth): grant bedrock:CallWithBearerToken on Google federated role…",
          "author_name": "Sebastien",
          "author_login": "scouturier",
          "committed_at": "2026-07-14T21:25:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e3ca30eeab09964ff4bb96255728135805c469cb",
          "body": null,
          "is_bot": false,
          "headline": "chore: target dependabot PRs to beta branch",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-11T23:37:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ed33118758fe42ce22b023a22a2946ad94c95602",
          "body": null,
          "is_bot": false,
          "headline": "chore: target dependabot PRs to beta branch (#772)",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-11T23:36:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9bfc745866ef5eee4d856d584f5e24dfc4d20846",
          "body": "…#766)\n\nThe otel-helper resolved its profile ONLY from the AWS_PROFILE env var,\nso there was no way to pin the helper to a specific profile, and the\npackaged Claude Code settings gave otelHeadersHelper no profile at all —\nunlike AWS_CREDENTIAL_PROCESS and awsAuthRefresh, which already pass\n--profile\n[…]\nelper.cmd forwarded args,\n  and shadowed the automatic $PROFILE variable — renamed $ProfileName)\n\nCo-authored-by: Steven <steven.buxton@ent0.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(otel): honor supplied --profile across all otel-helper variants (…",
          "author_name": "Steven",
          "author_login": "wantmys2000",
          "committed_at": "2026-07-11T23:31:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "75c4097992e0d5bca9c677539d0c67666e43ac99",
          "body": "… (#769)\n\nBumps the pip-version-updates group in /source with 4 updates: [boto3](https://github.com/boto/boto3), [ruff](https://github.com/astral-sh/ruff), [mypy](https://github.com/python/mypy) and [cfn-lint](https://github.com/aws-cloudformation/cfn-lint).\n\n\nUpdates `boto3` from 1.43.40 to 1.43.46\n[…]\nupdate:semver-minor\n  dependency-group: pip-version-updates\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": "chore(deps): bump pip-version-updates group in /source with 4 updates…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-11T23:31:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e19093ab2999ef231de170e68be289dff5dc1b1e",
          "body": "…s (#765)\n\nThe PowerShell merge one-liner in the generated install.bat rendered with\ndoubled braces (f-string '{{{{' -> '{{'), so PowerShell parsed the foreach\nbody as a scriptblock LITERAL that was never invoked: an existing\n~/.claude/settings.json was rewritten unchanged and the new settings were\n\n[…]\nthe\nreal merge command under PowerShell verifying new keys land and user\ncustomizations survive.\n\nCo-authored-by: Steven <steven.buxton@ent0.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(package): make install.bat actually merge existing Claude setting…",
          "author_name": "Steven",
          "author_login": "wantmys2000",
          "committed_at": "2026-07-11T23:21:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d502f3094d84236aeee57b8df5c2bf9eb39c429c",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'upstream/main' into beta",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-10T23:44:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4b574e9a107b6f6322b731d9c4df7cd7fe52781b",
          "body": "This repository is now in maintenance mode (best-efforts). For new\nClaude Code deployments on Bedrock, users should evaluate Claude Apps\nGateway as the first-party solution. The reference solution remains\nuseful for Claude Desktop, IDC auth, historical analytics, and\nmulti-platform packaging until those gaps are addressed upstream.",
          "is_bot": false,
          "headline": "docs: add maintenance mode notice, recommend Claude Apps Gateway (#770)",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-10T23:43:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d0e97d960ca1e0981450aeb03fcc7c1130e7937",
          "body": "…remove ~/.aws/credentials stanza instead of writing EXPIRED placeholder (#768)\n\nclearCache() runs when quota enforcement blocks a user (and on auth\nfailures). It wrote a static EXPIRED credential stanza into\n~/.aws/credentials — a file that outranks credential_process in the AWS\nSDK resolution chai\n[…]\nad of writing the EXPIRED placeholder\n- IsExpiredDummy() and its callers are kept so binaries stay tolerant\n  of files poisoned by older builds\n\nFixes #767\n\nCo-authored-by: Your Name <you@example.com>",
          "is_bot": false,
          "headline": "fix(credential-process): quota-blocked users recover automatically — …",
          "author_name": "sg-nitd",
          "author_login": "sg-nitd",
          "committed_at": "2026-07-10T23:39:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b07e01616161347f6d95829bf38449cb82ad37d2",
          "body": "…#764)\n\nAdmins distributing packages from dist/<profile>/<timestamp> have no way\nto tell which distribution each user is actually running. Stamp the dist\nfolder timestamp into the generated settings.json as a settings_version\nresource attribute so every user's telemetry carries the installed\npackage\n[…]\nsignal.\n\nCovers both the standard package command and the CodeBuild variant,\nincluding the regenerate-installers path. Custom telemetry attributes\nentered in the wizard still get the version appended.",
          "is_bot": false,
          "headline": "feat(package): stamp settings_version into OTEL_RESOURCE_ATTRIBUTES (…",
          "author_name": "Aditya Shrikant Pednekar",
          "author_login": "adiospeds",
          "committed_at": "2026-07-08T12:51:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0fe87648497cb619109ffa254fd7b0a92d91714f",
          "body": "ccwb package copied every extra_files entry into the build folder\nregardless of --target-platform, so a single-platform package shipped\nfiles targeted only at other platforms. The superset design assumed\ndistribute always filters later, but the package folder itself is the\ndeliverable when admins sh\n[…]\nurce no\n  longer fails the build, applicable entries still fail fast\n- tests: regression coverage for the windows-extra-in-macos-build case,\n  skipped-entry missing source, and the matcher truth table",
          "is_bot": false,
          "headline": "fix(package): filter extra_files by --target-platform (#763)",
          "author_name": "Aditya Shrikant Pednekar",
          "author_login": "adiospeds",
          "committed_at": "2026-07-08T12:27:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5541818d31489d6232251dd611db169a6b1af815",
          "body": "… (#762)\n\nThe Go credential-process exchanged and cached AWS credentials on the\nsilent-refresh and refresh_token paths before consulting the quota API,\nand skipped the check entirely when the monitoring token could not be\nre-read from storage. Over-quota users with a refresh path available\nkept rece\n[…]\n first. performQuotaRecheck uses the\nin-scope fresh id_token instead of re-reading storage, closing the\nsilent fail-open for IdPs issuing id_tokens shorter than the 10-minute\ncache buffer.\n\nFixes #761",
          "is_bot": false,
          "headline": "fix(quota): enforce quota before STS exchange on silent refresh paths…",
          "author_name": "Aditya Shrikant Pednekar",
          "author_login": "adiospeds",
          "committed_at": "2026-07-08T08:41:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "19cd03512e7deef1cfdf07744af9d9a2aff59424",
          "body": "… not \"chart\" (#760)\n\n## Why\n`ccwb deploy` fails on the cowork-dashboard stack. CloudWatch rejects the\ndashboard body with 18 validation errors and the stack rolls back, so admins\nnever get the CoWork telemetry dashboard.\n\nSix widgets use PromQL queries (properties.data.queries) but are declared as\n\n[…]\narray, chart widgets never use metric-only\n  view/stacked keys.\n\nVerified: DashboardBody parses as valid JSON, cfn-lint passes, 12 tests pass.\n\nFixes #759\n\nCo-authored-by: Qing Liu <qnamzn@amazon.com>",
          "is_bot": false,
          "headline": "fix: cowork-dashboard deploy fails — PromQL widgets typed as \"metric\"…",
          "author_name": "Qing Liu",
          "author_login": "qing-at-work",
          "committed_at": "2026-07-08T02:11:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d7b435fec3bff350e304d8c2c8c0ed03c124da3d",
          "body": "…elta metric) (#754)\n\nToken usage queries returned near-zero because increase() assumes cumulative temporality, but claude_code.token.usage is exported with DELTA temporality (sawtooth pattern). increase() interprets down-steps as counter resets → empty results → quota freezes.\n\nFix: Replace increas\n[…]\nll 5 PromQL queries. sum_over_time simply sums datapoints in the window — correct for delta-temporality series.\n\n3 regression tests verifying query construction uses sum_over_time.\n\nAuthor: @adiospeds",
          "is_bot": false,
          "headline": "fix(quota): aggregate token usage with sum_over_time, not increase (d…",
          "author_name": "Aditya Shrikant Pednekar",
          "author_login": "adiospeds",
          "committed_at": "2026-07-07T11:49:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "35093c6f5ddfb8e50b930da42126d72b61161ba7",
          "body": "… (#756)\n\nCache-write tokens were silently priced at $0 because the camelCase→snake_case conversion only handled 'cacheRead' via str.replace(), missing 'cacheCreation' entirely.\n\nFix: Replace the single-case str.replace() hack with TOKEN_TYPE_TO_RATE_KEY dict mapping all four metric types (input, output, cacheRead, cacheCreation) to their pricing.py rate keys (input, output, cache_read, cache_write).\n\n2 regression tests verifying correct pricing for all token types.\n\nAuthor: @adiospeds",
          "is_bot": false,
          "headline": "fix(quota): price cache-write (cacheCreation) tokens in cost estimate…",
          "author_name": "Aditya Shrikant Pednekar",
          "author_login": "adiospeds",
          "committed_at": "2026-07-07T11:48:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d68b929fd740c687fd2eb56e4f1317fa53a745f4",
          "body": "Instead of requiring admins to discover scripts/prepare-offline-go-bundle.sh\nindependently, expose the offline bundle preparation via:\n\n  ccwb package --prepare-offline\n\nThis makes the feature discoverable via --help and enables a helpful error\nmessage when OCB download fails in air-gapped environme\n[…]\nd machine first.'\n\nThe underlying script is unchanged — the flag is a thin wrapper that calls\nit with the correct working directory.\n\nCo-authored-by: wantmys2000 <wantmys2000@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(package): add --prepare-offline flag for air-gapped builds (#753)",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-07T11:27:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "11fa77f02e2c53dc487a6fc93e7c212445815493",
          "body": "Adds declarative extra_files support to package and distribute commands, allowing users to bundle additional files (hooks, scripts, configs) alongside the Claude Code binary without manual post-processing.\n\n- Profile config: extra_files list with src/dest/required fields\n- Package: copies validated \n[…]\ng\n- Distribute: includes extra files in upload manifest\n- Init wizard: optional step to configure extra_files\n- 5 unit tests covering copy, validation, missing source, nested paths\n\nAuthor: @adiospeds",
          "is_bot": false,
          "headline": "feat: declarative extra_files for package + distribute (#744)",
          "author_name": "Aditya Shrikant Pednekar",
          "author_login": "adiospeds",
          "committed_at": "2026-07-07T10:48:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f73770f4b7a4a457e85ec3949a9d7ba805e6ba97",
          "body": "…o silent bearer refresh works (#749)\n\nFixes silent telemetry loss (~29% of OTLP batches dropped) caused by three interacting issues:\n\n1. providerType was unresolved (empty string) when --get-monitoring-token dispatched, causing TokenEndpointURL to return '' and RefreshTokenExchange to fail with 'un\n[…]\nken clears token\n- Reject empty/relative URLs with non-definitive error before POST\n\n15 new/updated tests covering error classification, clear/retain behavior, and port resolution.\n\nAuthor: @adiospeds",
          "is_bot": false,
          "headline": "fix(otel): resolve OIDC provider type before --get-monitoring-token s…",
          "author_name": "Aditya Shrikant Pednekar",
          "author_login": "adiospeds",
          "committed_at": "2026-07-07T10:46:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a54d245ca5d35c45fa4d87bd1613ca121bd8af00",
          "body": "Bumps the pip-version-updates group in /source with 1 update: [boto3](https://github.com/boto/boto3).\n\n\nUpdates `boto3` from 1.43.38 to 1.43.40\n- [Release notes](https://github.com/boto/boto3/releases)\n- [Commits](https://github.com/boto/boto3/compare/1.43.38...1.43.40)\n\n---\nupdated-dependencies:\n- \n[…]\nupdate:semver-patch\n  dependency-group: pip-version-updates\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": "chore(deps): bump boto3 from 1.43.38 to 1.43.40 (#747)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-04T12:23:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e5e0ccac4ce7772469d906b089d10c27fb96f99f",
          "body": "Three bugs made monthly/daily cost-based quota enforcement silently fail:\n\n1. get_user_usage() didn't include estimated_cost or daily_cost_usd in return dict\n2. get_policy() didn't include monthly_cost_limit or daily_cost_limit in return dict\n3. Enforcement read 'cost_usd' (in-memory variable name) \n[…]\net_policy() returns, correct attribute name lookup.\n\n3 regression tests added. Backward compatible — token-only users unaffected (cost checks guarded by limit > 0).\n\nCloses #746\nReported-by: @jerehops",
          "is_bot": false,
          "headline": "fix(quota): cost-based enforcement reads correct DDB attributes (#748)",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-04T02:32:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ff270be2bdd2a3c32ff6b9642e989158af80a6a5",
          "body": "… (#745)\n\n* fix(package): default OTEL department to \"default\" not \"engineering\"\n\nThe packaged Claude Code settings.json fell back to\n\"department=engineering\" when no OTEL_RESOURCE_ATTRIBUTES were\nconfigured. \"engineering\" is not a safe assumption for every\ndeployment and silently mislabels telemetr\n[…]\nd regression tests that drive the OIDC step and assert a typed value\nis honored and that re-running with the default retains the prior value.\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(init): let users set max_session_duration and retain it on re-run…",
          "author_name": "Aditya Shrikant Pednekar",
          "author_login": "adiospeds",
          "committed_at": "2026-07-03T23:30:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ad9be390ffea4cf87cf7bb530d34ed8ffa88a452",
          "body": null,
          "is_bot": false,
          "headline": "fix: stable badge shows 'invalid' — add filter to exclude beta tags",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T10:29:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3a45f168ed1ea48f12913406eeabff2c6380a7a1",
          "body": "The shields.io stable badge was showing 'invalid' because it couldn't\nresolve the latest release from the large number of beta pre-release\ntags. Adding filter=v*.*.* excludes beta tags from the query.",
          "is_bot": false,
          "headline": "chore: bump version to 2.5.2, fix stable badge (add filter)",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T10:28:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "731dcf85afdea6f8e77cd49987984a075774eb6e",
          "body": "Release v2.5.1: Web search integration, bootstrap server, dashboard improvements",
          "is_bot": false,
          "headline": "Merge pull request #742 from aws-solutions-library-samples/beta",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T10:20:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e35d3bb74f7b7fcb9476a22ea3900f694e954a0",
          "body": "…snippet\n\nThe _extract_install_bat() was matching the first @echo off in\npackage.py (a small websearch-headers.cmd snippet) instead of the\nmain installer. Now requires SETLOCAL on the next line to identify\nthe correct installer block.",
          "is_bot": false,
          "headline": "fix(test): installer extraction finds main install.bat not websearch …",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T10:20:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ba4ff203b49e1d84772ce9e2c12958e9fd312d06",
          "body": "…teway)",
          "is_bot": false,
          "headline": "style: ruff format 3 files (cowork_3p, test_models, test_websearch_ga…",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T10:16:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ebc25b6ef19a10c1969b2a2ab301a378b0c65477",
          "body": null,
          "is_bot": false,
          "headline": "merge: sync main into beta (keep beta README)",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T10:14:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "472356a84aa2ed8835ab7388a4ed6a971cbab45d",
          "body": "Adds RESOURCE_INVENTORY.md documenting all AWS resources created per CloudFormation stack, for customers planning IAM/SCP exemptions.\n\nCovers all 20 stacks: auth (6 provider variants + IDC), networking, s3bucket, monitoring (otel-collector), dashboard, cowork-dashboard, analytics, quota, codebuild, \n[…]\ntstrap (device-code + oidc-bearer), websearch, cognito-user-pool, logs-insights-queries.\n\nIncludes per-stack IAM actions required for deployment and SCP namespace summary (minimal vs full deployment).",
          "is_bot": false,
          "headline": "docs: add per-stack AWS resource inventory for SCP planning (#416)",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T10:12:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "027fe7cb9d89295e034ece2b095b70bf206a9696",
          "body": "Adds an 'Avg Cost Per Turn (USD)' panel at (x=12, y=12) — fills the\nempty right half of the aggregate row. Shows cost/turn ratio over time,\nuseful for spotting cost efficiency changes (model upgrades, cache hits).\n\nPromQL: sum(cost.usage) / sum(session.turns)",
          "is_bot": false,
          "headline": "fix(dashboard): add Avg Cost Per Turn panel to fill layout gap (#741)",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T09:51:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6320766ffb6f63cde7bb46670d26512e55f1b934",
          "body": "…#740)\n\nAdds per-user breakdown panels to the CoWork CloudWatch dashboard:\n- Top Users by Token Usage (stacked time-series, topk 10)\n- Estimated Cost by User (USD) (stacked time-series)\n- Session Turns by User (stacked time-series)\n- Cost by Model (stacked time-series)\n- Active Users count (single-v\n[…]\nng user_email and model dimensions from metric filters.\nAll PromQL queries use topk(10,...) for bounded cardinality.\nNote: LAM mode events don't emit user_email — noted in section header.\n\nCloses #739",
          "is_bot": false,
          "headline": "feat(dashboard): add per-user cost/token panels to CoWork dashboard (…",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T09:41:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "10e46f6b3a4569bc734abe8a5e059d56dc3e7e76",
          "body": "…directory with 6 updates (#728)\n\nBumps the pip-version-updates group with 6 updates in the /source directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [boto3](https://github.com/boto/boto3) | `1.43.29` | `1.43.38` |\n| [pytest](https://github.com/pytest-dev/pytest) | `9.0.3` | `9.1.1` |\n| [nui\n[…]\nip-version-updates\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: wirjo <daniel@wirjo.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update pip: bump the pip-version-updates group across 1 …",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-03T08:04:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "081a0e98ac9be9b4fdb128341888c369a3facfbf",
          "body": "…pdates group across 1 directory with 10 updates (#727)\n\nBumps the github-actions-version-updates group with 10 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [actions/checkout](https://github.com/actions/checkout) | `4` | `7` |\n| [aws-actions/configure-aws-credentials](h\n[…]\nns-version-updates\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: wirjo <daniel@wirjo.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update github-actions: bump the github-actions-version-u…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-03T08:04:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "833699b923892988454e067d88420ac16716fbb5",
          "body": "…(#578)\n\nBumps [pyjwt](https://github.com/jpadilla/pyjwt) from 2.12.1 to 2.13.0.\n- [Release notes](https://github.com/jpadilla/pyjwt/releases)\n- [Changelog](https://github.com/jpadilla/pyjwt/blob/master/CHANGELOG.rst)\n- [Commits](https://github.com/jpadilla/pyjwt/compare/2.12.1...2.13.0)\n\n---\nupdate\n[…]\nndency-version: 2.13.0\n  dependency-type: direct:production\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": "chore(deps): update pip: bump pyjwt from 2.12.1 to 2.13.0 in /source …",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-03T08:04:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8c5081d3879a12b447c7b4c9af6e2065586f0fca",
          "body": "…#738)\n\nBoth models are now available via EU cross-region inference:\n- eu.anthropic.claude-opus-4-8\n- eu.anthropic.claude-opus-4-7\n\nRegions: eu-central-1, eu-north-1, eu-south-1, eu-south-2, eu-west-1, eu-west-3\n\nVerified via `aws bedrock list-inference-profiles` in eu-central-1.\n\nCo-authored-by: Lorenz Storm <32902493+lorenzstorm1@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(models): add EU CRIS profiles for Opus 4.8 and Opus 4.7 (#734) (…",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T07:28:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7ec1659bc0b82e9b95cba72e0235e1c1613a280b",
          "body": "Both models are now available via EU cross-region inference:\n- eu.anthropic.claude-opus-4-8\n- eu.anthropic.claude-opus-4-7\n\nRegions: eu-central-1, eu-north-1, eu-south-1, eu-south-2, eu-west-1, eu-west-3\n\nVerified via `aws bedrock list-inference-profiles` in eu-central-1.",
          "is_bot": false,
          "headline": "feat(models): add EU CRIS profiles for Opus 4.8 and Opus 4.7 (#734)",
          "author_name": "Lorenz Storm",
          "author_login": "lorenzstorm1",
          "committed_at": "2026-07-03T07:27:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6179a178351564f0ba7b48a3f95c4a8935f00b57",
          "body": "…sponse (#708)\n\n* feat(bootstrap): wire web search gateway MCP into bootstrap server responses\n\n* fix: add WebSearchGatewayUrl parameter + env wiring to both CFN templates\n\n* refactor: use native managedMcpServers format for web search (v1.15962.0+)",
          "is_bot": false,
          "headline": "feat(bootstrap): deliver web search MCP server in bootstrap config re…",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T07:16:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e23ed8b8b236efef26a36c2c880b26087e19bd6d",
          "body": "…ork (#648)\n\n* docs(websearch): document AgentCore Gateway web search for Claude Cowork\n\nDocuments the Cowork-facing slice of the web search feature (the part that\ndoes not depend on the parallel Claude Code work in #640):\n\n- COWORK_3P.md: new \"Web search via AgentCore Gateway\" section — what it is\n\n[…]\nud=clientId, AllowedAudience) instead of \"reuses the OIDC session\";\n  the AADSTS9010010 Application ID URI requirement still does not apply.\n\n---------\n\nCo-authored-by: Daniel Wirjo <daniel@wirjo.com>",
          "is_bot": false,
          "headline": "docs(websearch): document AgentCore Gateway web search for Claude Cow…",
          "author_name": "Chiara Relandini",
          "author_login": "chiararelandini",
          "committed_at": "2026-07-03T07:16:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "52958fd10f5e7cba45696ad35a31d70511f15302",
          "body": "…(#707)\n\nImprovements to prepare for upcoming PRs (#704 ccwb doctor, #706 plugin\ndistribution):\n\n1. Add VALID_STACKS constant in deploy.py — computed list used for input\n   validation and help text. Eliminates hardcoded string that causes merge\n   conflicts when new stacks are added. Keep in sync wi\n[…]\nependency order\n   (leaf stacks first, foundation last) and where to insert new stacks.\n\n4. Add 6 new tests for validate_websearch_readiness and VALID_STACKS.\n\nAll 30 websearch tests pass. Ruff clean.",
          "is_bot": false,
          "headline": "refactor: improve websearch integration points for doctor/plugin PRs …",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T07:15:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d8e11b85dde9e8aa1ff0156bcca949babe7fe0e0",
          "body": "* feat(init): add web search opt-in to ccwb init wizard\n\nAdds an 'Enable web search?' prompt to the ccwb init wizard, positioned\nafter CodeBuild and before Claude Desktop configuration.\n\nBehaviour:\n- OIDC providers: shows confirm prompt (default: disabled)\n- IDC deployments: auto-skips with explanat\n[…]\n (enforced by code) and docs link (belongs in docs).\n\n---------\n\nCo-authored-by: antkawam <antkawam@users.noreply.github.com>\nCo-authored-by: chiararelandini <chiararelandini@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(init): add web search opt-in to ccwb init wizard (#717)",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T07:13:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "236a6702fed3f2db522af511e570995594c89366",
          "body": "…config (#647)\n\n* feat(websearch): inject web search as native managedMcpServers in CoWork MDM config\n\nAdds the Cowork surface of the web search feature: when web_search_enabled,\n`ccwb package` / `ccwb cowork generate` emit a managedMcpServers entry into the\ngenerated MDM config (.json/.mobileconfig\n[…]\ne when the wrapper executes).\n\nTests updated for the placeholder (no more %USERPROFILE% in the .reg) plus a\nnew Intune .ps1 resolution test.\n\n---------\n\nCo-authored-by: Daniel Wirjo <daniel@wirjo.com>",
          "is_bot": false,
          "headline": "feat(websearch): inject AgentCore web search gateway into CoWork MDM …",
          "author_name": "Chiara Relandini",
          "author_login": "chiararelandini",
          "committed_at": "2026-07-03T07:13:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d92d45e8237efbad04c4f041217ef25d46ffd544",
          "body": "…per (#733)\n\nAdds --desktop flag to credential-process that converts AWS STS credentials into a Bedrock bearer token via SigV4 presigned URL, matching the aws-bedrock-token-generator-python reference implementation.\n\nChanges:\n- Go: bedrock_token.go (SigV4 presigned URL → bearer token generation)\n- G\n[…]\nredential-process now supports both modes:\n- Default (Claude Code): outputs AWS credential JSON\n- --desktop (Claude Desktop): outputs Bedrock bearer token for inferenceCredentialHelper\n\nAuthor: @wirjo",
          "is_bot": false,
          "headline": "fix(cowork): generate Bedrock bearer token for inferenceCredentialHel…",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-02T22:07:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ce021b44cf4023cacb67e9c828cfbfdb0717b2ce",
          "body": "…ktop telemetry (#736)\n\nPR #660 (proxy auto-spawn) was closed — the feature is not shipping.\nUpdate README to:\n- Remove 'auto-spawned by credential-process' claims\n- Recommend bootstrap server as primary path for per-user Desktop telemetry\n- Simplify monitoring table (bootstrap vs static MDM, no proxy mode)\n- Remove proxy mode from the mermaid diagram",
          "is_bot": false,
          "headline": "docs: remove proxy auto-spawn references, recommend bootstrap for Des…",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-02T13:31:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e579ec544b621574c61f41ddca8d8d301d1b7646",
          "body": "…735)\n\nThe test_closing_message_points_at_launcher assertion required the old\n\"run the launcher, NOT 'claude' directly\" framing, which this branch's\nmessage change removes. Update it to assert the new intent: `claude` is the\nusual path and claude-bedrock is presented as optional. Also correct the\nfile's ABOUTME/docstring, which stated the now-false \"cannot surface\ninteractive sign-in (deadlock)\" rationale.\n\nCo-authored-by: Qing Liu <qnamzn@amazon.com>",
          "is_bot": false,
          "headline": "test(idc): fix installer launcher test broken by launcher demotion (#…",
          "author_name": "Qing Liu",
          "author_login": "qing-at-work",
          "committed_at": "2026-07-02T13:17:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "37a205026ac2f5aeef5423f2926f4bf3c83f9f95",
          "body": "…stribution (#706)\n\nImplements RFC 8628 device-code auth for dynamic per-user configuration and organization plugin delivery to Claude Desktop at sign-in.\n\nTwo deployment modes:\n- Device-code (full): DynamoDB state, plugin registry via S3, WAF optional\n- OIDC Bearer (lite): Stateless config-only del\n[…]\n — defaults to 'static' mode. New optional stack.\n\nCommunity validated: Desktop 1.17377.1 confirmed working with flat plugin array format.\n\nAuthors: @wirjo\nCo-authored-by: @sylvainlaurent (validation)",
          "is_bot": false,
          "headline": "feat: Claude Desktop dynamic config delivery + organization plugin di…",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-02T11:25:10Z",
          "body_truncated": true,
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        },
        {
          "oid": "7ac2587fc88220ed4a4fb0a9643edc3ffab76dee",
          "body": "Tags configured during ccwb init were silently dropped — stacks deployed without user-configured tags. Root cause: deploy_with_cf() never passed profile.tags to manager.deploy_stack().\n\nFix: tags=profile.tags if profile.tags else None (one-line addition)\n\n- Enterprise users with mandatory tagging po\n[…]\nmediately\n- No action required — tags flow on next deploy/update\n- Zero behavior change for users without tags configured\n- 2 regression tests (tags present + empty tags → None)\n\nAuthor: @lorenzstorm1",
          "is_bot": false,
          "headline": "fix(deploy): pass profile tags to CloudFormation stacks (#730)",
          "author_name": "Lorenz Storm",
          "author_login": "lorenzstorm1",
          "committed_at": "2026-07-02T11:15:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e45adc86cd91003ea6010ecc1f9b017004317b8b",
          "body": "This reverts commit 1d0bc967aaf3d3d64ed7713d73ad4b3f569d2b87.",
          "is_bot": false,
          "headline": "Revert \"fix(deploy): pass profile tags to CloudFormation stacks (#730)\"",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-02T11:15:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a4685a7b684cc08fade06a356e4119e7d8e5468e",
          "body": "…upport (#729)\n\n* feat(models): add Claude Sonnet 5 (anthropic.claude-sonnet-5) model support\n\nAdds sonnet-5 to the CLAUDE_MODELS registry with CRIS profiles:\n- us: us.anthropic.claude-sonnet-5 (US + Canada)\n- global: global.anthropic.claude-sonnet-5 (all commercial)\n- eu: eu.anthropic.claude-sonnet\n[…]\n aliases include 'sonnet' by default\n- Init wizard model selection pulls from CLAUDE_MODELS dynamically\n\n* fix(ci): format websearch test, add sonnet-5 to model structure test, update secrets baseline",
          "is_bot": false,
          "headline": "feat(models): add Claude Sonnet 5 (anthropic.claude-sonnet-5) model s…",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-02T11:06:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1d0bc967aaf3d3d64ed7713d73ad4b3f569d2b87",
          "body": "Tags configured during ccwb init were silently dropped — stacks deployed without user-configured tags. Root cause: deploy_with_cf() never passed profile.tags to manager.deploy_stack().\n\nFix: tags=profile.tags if profile.tags else None (one-line addition)\n\n- Enterprise users with mandatory tagging po\n[…]\nmediately\n- No action required — tags flow on next deploy/update\n- Zero behavior change for users without tags configured\n- 2 regression tests (tags present + empty tags → None)\n\nAuthor: @lorenzstorm1",
          "is_bot": false,
          "headline": "fix(deploy): pass profile tags to CloudFormation stacks (#730)",
          "author_name": "Lorenz Storm",
          "author_login": "lorenzstorm1",
          "committed_at": "2026-07-02T11:06:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6690b6e2a90fca9188e8328e7807b3ab739b1e38",
          "body": "Why: With in-session IDC re-auth now working (plain `claude` runs the\nawsAuthRefresh --login hook and surfaces the sign-in prompt live — verified\non desktop and headless SSH for cold start, refresh, dead-token, and\ntimeout), the claude-bedrock launcher is no longer required. The installer\noutput and\n[…]\nks describing the launcher rationale.\n\nThe launcher is retained (still built, installed, documented) — only its\nframing changes from required to optional.\n\nCo-authored-by: Qing Liu <qnamzn@amazon.com>",
          "is_bot": false,
          "headline": "docs(idc): demote claude-bedrock launcher to optional (#732)",
          "author_name": "Qing Liu",
          "author_login": "qing-at-work",
          "committed_at": "2026-07-02T11:05:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ce85b8b620f00a2147748d9c4d9660a4a8fd0ea7",
          "body": "Why: When an IDC user's SSO session expired (or on cold start with no\nsession), Claude Code ran the credential process via the awsAuthRefresh\nhook, but the device-auth flow fail-fast gate keyed on stderrIsTerminal()\nalone. Since Claude Code captures the hook's stderr (not a TTY), it always\nfailed fa\n[…]\nanSurfaceVerificationURL), headless\nlogin proceeds past the gate, and pollForToken timeout wraps\ncontext.DeadlineExceeded (the friendly-message contract).\n\nCo-authored-by: Qing Liu <qnamzn@amazon.com>",
          "is_bot": false,
          "headline": "fix(idc): recover IDC sign-in in-session instead of failing fast (#731)",
          "author_name": "Qing Liu",
          "author_login": "qing-at-work",
          "committed_at": "2026-07-02T04:59:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0c6ff5e8a85fd50f0e293c0b7cc2f656acc5f2b6",
          "body": "Proxy mode for Claude Desktop depends on the CoWork central identity\nintegration (PR #660) which is still in development on beta. Mark it\nas experimental/coming soon to set correct expectations.",
          "is_bot": false,
          "headline": "docs: mark proxy mode as experimental, link to PR #660",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-01T04:43:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f2ab1da87d6acb1eda48f4a804d5438bd1da2b9a",
          "body": "Adds ccwb doctor with progressive diagnostics (plain → verbose → live → json).\n- credential-process --explain: full resolved config dump (no auth/network)\n- otel-helper --status: proxy health + cached headers\n- Version injection fix in _go_ldflags()\n- Cross-platform Windows binary detection\n- --profile flag passes through to underlying binaries\n- Pre-filled GitHub issue URL on failure\n- 6 Go tests + 7 Python tests\n\nAuthor: @wirjo",
          "is_bot": false,
          "headline": "feat(cli): ccwb doctor — one-command troubleshooting (#704)",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-01T02:37:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a6deefc57a2ae2c7301747246adb51601ffbb7f3",
          "body": "…quired for static auth) (#659)\n\nClarifies that Claude Desktop natively supports otlpHeaders in MDM config, eliminating the need for a local proxy in static auth deployments.\n\nAuthor: @EntropyZero",
          "is_bot": false,
          "headline": "docs: clarify Claude Desktop supports native otlpHeaders (no proxy re…",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-01T02:36:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "72384e7467c7af9b88608c3eca23a6984757f6fd",
          "body": "Adds comprehensive web search documentation covering deployment, configuration, and usage.\n\nAuthor: @chiararelandini",
          "is_bot": false,
          "headline": "docs(websearch): add WEB_SEARCH.md usage and deployment guide (#644)",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-01T02:36:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "69c259f3cf86c71346169cc0d6ef370e05b5540b",
          "body": "…estroy (#641)\n\nAdds websearch as a deployable/destroyable stack type in deploy.py and destroy.py.\nCross-region support (us-east-1 pinned). Config.py extended with web search fields (all default off).\n15 tests covering backward-compat, guards, discovery-URL, CFN params.\n\nAuthor: @chiararelandini",
          "is_bot": false,
          "headline": "feat(websearch): wire AgentCore web search gateway into ccwb deploy/d…",
          "author_name": "Chiara Relandini",
          "author_login": "chiararelandini",
          "committed_at": "2026-07-01T02:36:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4b1f38fbccdc04a1419f04eb050e6635568c9d1c",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to 2.5.1",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-01T02:35:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "914c7a92df62b548089172279fc883c64303577b",
          "body": "Release v2.5.0: IAM IDC auth, CoWork telemetry, cost enforcement, docs overhaul",
          "is_bot": false,
          "headline": "Merge pull request #634 from aws-solutions-library-samples/beta",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-01T02:01:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa83cd1003da3017faebc9e4f121a9bb7e42ca52",
          "body": null,
          "is_bot": false,
          "headline": "merge: sync main into beta (resolve #721 divergence)",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-01T01:50:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1179f6e84f3436f8f222c86a491af8744b09af7b",
          "body": "…t profile name (#721)\n\n`ccwb package` used `profile.identity_pool_name` (a human-readable name such as\n\"claude-code-auth\") as the Cognito `identity_pool_id` written into the generated\nconfig.json. The real identity pool ID has the form \"<region>:<uuid>\" and only\nexists after `ccwb deploy` creates t\n[…]\nestResolveFederation) covering Cognito (uses stack ID, not\nname), direct STS (profile ARN, no stack lookup), missing pool ID, and\nSSO-disabled resolution.\n\nCo-authored-by: joaogac <joaogac@amazon.com>",
          "is_bot": false,
          "headline": "fix(package): resolve Cognito identity pool ID from stack outputs, no…",
          "author_name": "Joao Guilherme Almeida Cesar",
          "author_login": "joaogac",
          "committed_at": "2026-07-01T01:48:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4cf84bd212d1f3dded3e347c244cc1a24f3d7f2c",
          "body": "chore: batch merge — 7 bug fixes, 4 test suites, 2 docs, 3 minor enhancements (16 PRs)",
          "is_bot": false,
          "headline": "Merge pull request #715 from wirjo/integration/v2.5.0-beta.116",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-01T01:44:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96b839b92e1d0d161af415ce737027dbfa9bdc04",
          "body": null,
          "is_bot": false,
          "headline": "merge: resolve conflict in quota.py — keep upstream tz-aware daily guard",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-01T01:44:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5e95110f8b08bb166f411836b8380a8a1f1e3e95",
          "body": "… display (#726)\n\nIdle users with stale daily_date kept triggering false 'Daily Token Quota EXCEEDED' alerts and showing inflated usage in ccwb quota usage. The daily counter is only rolled over on new activity (update_quota_metrics), but the monitor and CLI read daily_tokens verbatim without checki\n[…]\nr)\n- ccwb quota usage CLI (stale-day → 0)\n\nAlso fixes naive datetime.utcnow() → tz-aware datetime.now(timezone.utc) in CLI.\n\nTests: +254 lines (monitor lambda + CLI stale-day tests)\nAuthor: @adiospeds",
          "is_bot": false,
          "headline": "fix(quota): reset idle users' daily counter in monitor alerts and CLI…",
          "author_name": "Aditya Shrikant Pednekar",
          "author_login": "adiospeds",
          "committed_at": "2026-07-01T01:44:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0ef6051df4e2463a8836749d285129d9dd797569",
          "body": "…tial-process (#724)\n\n* fix(package): IDC zero-binary settings.json must not reference credential-process\n\nIn zero-binary IDC mode (no quota), no credential-process binary is\npackaged. The generated settings.json still contained three references\nto __CREDENTIAL_PROCESS_PATH__ (AWS_CREDENTIAL_PROCESS\n[…]\ntill\nneeds the binary for STS refresh and quota enforcement.\n\nAdds regression tests in TestIDCZeroBinarySettings (5 cases) that\nfail without this fix and pass with it.\n\n* style: ruff format package.py",
          "is_bot": false,
          "headline": "fix(package): IDC zero-binary settings.json must not reference creden…",
          "author_name": "Sebastien",
          "author_login": "scouturier",
          "committed_at": "2026-07-01T01:42:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5386a78e8e3ffaf2e5e177ed237b68676838c1fa",
          "body": "The rebase lost the _resolve_federation helper method body from PR #721.\nRe-added it before _create_config. Also added mock in\ntest_package_windows_codebuild_pending.py to prevent stack output calls\nin CI (no AWS credentials available).",
          "is_bot": false,
          "headline": "fix(ci): add _resolve_federation method + mock in Windows CodeBuild test",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T20:23:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f60dd8c6b4257b1a6b0c56f583b17c5548c5ada6",
          "body": "E2E tests deploy real CloudFormation stacks with OIDC federation — too\nheavy/slow for every PR. Nightly schedule + workflow_dispatch provides\nsufficient coverage. Removes deployment noise from PR timelines.",
          "is_bot": false,
          "headline": "ci: remove pull_request trigger from E2E matrix workflow (#723)",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:34:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1af1c0599a634d8d10f6e5c5e20ea2de8e9a13a",
          "body": "…t profile name\n\n`ccwb package` used `profile.identity_pool_name` (a human-readable name such as\n\"claude-code-auth\") as the Cognito `identity_pool_id` written into the generated\nconfig.json. The real identity pool ID has the form \"<region>:<uuid>\" and only\nexists after `ccwb deploy` creates the pool\n[…]\nstores the real ARN).\n\nAdd regression tests (TestResolveFederation) covering Cognito (uses stack ID, not\nname), direct STS (profile ARN, no stack lookup), missing pool ID, and\nSSO-disabled resolution.",
          "is_bot": false,
          "headline": "fix(package): resolve Cognito identity pool ID from stack outputs, no…",
          "author_name": "joaogac",
          "author_login": null,
          "committed_at": "2026-06-30T12:28:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "731432c776a6a4108f1f612b926334b45cca0954",
          "body": null,
          "is_bot": false,
          "headline": "style: fix ruff formatting after test deletion",
          "author_name": "sebcou@amazon.com",
          "author_login": "scouturier",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1e09844627269ef536225310c5ceefb8884d54c",
          "body": "Removes 420 deprecation warnings from the test suite, making real\nwarnings easier to spot. No behavior change.",
          "is_bot": false,
          "headline": "fix: replace deprecated datetime.utcnow() with timezone-aware equivalent",
          "author_name": "sebcou@amazon.com",
          "author_login": "scouturier",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eca2c6ec2569a8106adc19d815b26b2e7ae5914a",
          "body": "The test was broken by a real `.ccwb-config/config.json` developer\nartifact in source/. The migration code finds that file, migrates its\nprofile into the tmp dir, and the command never sees an empty state.\n\nThe empty-list branch is already covered implicitly by\ntest_context_list_with_profiles — if listing with profiles works the\ncommand is wired up correctly.",
          "is_bot": false,
          "headline": "test(e2e): remove flaky test_context_list_empty",
          "author_name": "sebcou@amazon.com",
          "author_login": "scouturier",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc3203b58bb4abde364d8c5348294d3d436b2803",
          "body": "…nused import",
          "is_bot": false,
          "headline": "style: fix Ruff UP035/UP006/F401 — use list instead of List, remove u…",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "16a88985fc54188facaf3e75b8e006645573c40a",
          "body": null,
          "is_bot": false,
          "headline": "style: ruff format",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "36632c641beb57ec660bb9e397a3c00517a0a2fc",
          "body": null,
          "is_bot": false,
          "headline": "feat: add config schema validation at package time",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c09c2703e691cbbe370addb1958de0e9b9e4c9f8",
          "body": null,
          "is_bot": false,
          "headline": "docs: clarify proxy not needed with bootstrap server",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "83a67a6141e31ea051b3cca5508793d43f3f6d7d",
          "body": "- Proxy is auto-spawned by credential-process (not manually started)\n- Central mode: port 4318, Sidecar mode: port 4319 (avoid conflict)\n- Remove 'no proxy' row — proxy is default for per-user identity\n- Remove dotted 'direct otlpHeaders' line from diagram\n- Add self-healing note (proxy restarted on next credential refresh)\n- Split table into two rows for central vs sidecar clarity",
          "is_bot": false,
          "headline": "docs: align with PR #660's proxy auto-spawn implementation",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b65f5aa204478997e8e8b82e3e247b395f12b46b",
          "body": "…quired for static auth)\n\nUpdates the monitoring section to reflect that Claude Desktop now\nnatively supports otlpHeaders and otlpResourceAttributes MDM keys.\nThe otel-helper proxy is only needed for dynamic per-user identity\ninjection, not for static collector auth.\n\nAlso corrects the table to show Desktop supports both Central and\nSidecar collector modes.\n\nRef: https://claude.com/docs/third-party/claude-desktop/configuration#otlp",
          "is_bot": false,
          "headline": "docs: clarify Claude Desktop supports native otlpHeaders (no proxy re…",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2743f5d91d8f0fda86937e1377be065d0b0b28a8",
          "body": "Aligns code comments with the product rename (CoWork → Claude Desktop)\nwhile preserving config key names (cowork_3p) and CF parameter names\n(CoWorkServiceToken) as-is for backward compatibility.",
          "is_bot": false,
          "headline": "fix(init): update internal comments to reference Claude Desktop",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ad8b54318ed1e5cd1f82a1c496c2602a57add009",
          "body": "Aligns the 'Resources to be created' section with the updated\n'Historical Usage Analytics' heading in the wizard prompts.\n\n- 'analytics data streaming' → 'historical usage data streaming'\n- 'analytics data storage' → 'historical usage data storage'\n- 'Glue catalog and Athena tables for analytics' → '...for historical usage analytics'",
          "is_bot": false,
          "headline": "fix(init): update resource summary to use 'historical usage' terminology",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7a52ba3fbe04cf941239277592bbc3ddbc676a3e",
          "body": "Clarifies that the analytics feature is for SQL-based historical queries\n(S3 data lake + Athena), distinct from the real-time CloudWatch dashboards\nthat monitoring already provides.\n\n- 'Analytics Pipeline' → 'Historical Usage Analytics'\n- 'Enable analytics?' → 'Enable historical usage analytics?'\n- Added description: 'Query historical per-user usage with SQL via AWS Athena'\n- Sidecar mode message clarified: 'no historical analytics (PromQL dashboards still work)'",
          "is_bot": false,
          "headline": "fix(init): reposition analytics as 'Historical Usage Analytics'",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "47dc39261e120a78e8dadad59deb1aaac777575e",
          "body": "The comment was accidentally indented into the else block above it\nduring the CoWork→Claude Desktop rename. Align it with the console.print\ncalls it describes (8 spaces, method body level).",
          "is_bot": false,
          "headline": "fix: correct indentation on Claude Desktop MDM section comment",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5060716bde2a702f0826ed705a87c55d2ca1653c",
          "body": "… as legacy\n\nUser-facing terminology updates in the init wizard:\n\n1. 'Claude Cowork (Desktop) Support' → 'Claude Desktop Support'\n   - Prompt: 'Enable Claude Desktop support?' (was 'Generate CoWork 3P MDM...')\n   - All subsequent CoWork references updated in user-facing strings\n   - Internal config \n[…]\n Pool' → 'Cognito Identity Pool (legacy)'\n   - Added explanation of what each does (sessions, complexity)\n   - Default already 'direct' (unchanged)\n\nNo logic changes. Config keys and values unchanged.",
          "is_bot": false,
          "headline": "fix(init): rename CoWork → Claude Desktop and mark Cognito federation…",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "278c50492559c74dfb5f2fa0f6cf45defb094936",
          "body": "Adds two more agent guidance files:\n\n1. .claude/rules/breaking-change-checklist.md — mandatory checklist for\n   Tier 1 file changes. Covers backward compat (old configs load),\n   cross-component parity (Go ↔ Python), auth mode coverage (OIDC/IDC/none),\n   platform coverage (Win/Mac/Linux), and pre-p\n[…]\nrce/go/cmd/CLAUDE.md — documents the cmd/ entrypoint structure,\n   how to add new flags (not subcommands), exit code semantics,\n   profile resolution order, and the credential-process output contract.",
          "is_bot": false,
          "headline": "docs: add breaking-change-checklist rule + cmd/ entrypoint CLAUDE.md",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "174496f575a9d506f64e6324239a65556b506183",
          "body": "Adds focused CLAUDE.md files in each major subdirectory so AI coding\nagents get targeted guidance when working in specific areas:\n\n- source/CLAUDE.md: Python CLI rules, Ruff, testing patterns, auth matrix\n- source/go/CLAUDE.md: Go binaries, --explain contract, Windows, config parity\n- deployment/CLA\n[…]\ning.\n\nImproves: velocity (agents get context faster), reliability (common\npitfalls documented per component), backwards compat (config rules\nexplicit), regression prevention (testing patterns scoped).",
          "is_bot": false,
          "headline": "docs: add nested CLAUDE.md files for per-component agent context",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2024f39b9611b26aff14822fa3f5513366138f7f",
          "body": "Add fixture-based integration tests that verify the Go credential-process\nbinary can correctly parse and handle config.json files for all supported\nauth types: Okta OIDC, Google OIDC, Azure AD (Cognito federation), generic\nOIDC (Keycloak/PingFederate/etc), IAM Identity Center, and legacy format.\n\nTe\n[…]\n OIDC endpoint URL population and thumbprint format\n- Google non-confidential client_secret handling\n- Azure Cognito federation fields and auth mode\n- Profile-not-found error handling for both formats",
          "is_bot": false,
          "headline": "test: add Go config fixture integration tests for all auth types",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2714ab63e7275752252005a6832c16f032d1f6ff",
          "body": null,
          "is_bot": false,
          "headline": "fix: ruff import sort + format",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
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                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "25 out of 29 merged PRs checked by a CI test -- score normalized to 8",
                "points": 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": "Found 21/25 approved changesets -- score normalized to 8",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 9 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": "30 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 not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 7",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "4 existing vulnerabilities detected",
                "points": 4.5,
                "status": "partial",
                "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 119 resolved dependencies against OSV. 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"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 119
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 6,
              "affected_packages": 4,
              "assessed_packages": 119,
              "unassessed_packages": 0,
              "affected_by_severity": "high 1, moderate 2, unknown 1",
              "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": 119,
              "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": 8
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 71,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.989,
              "agent_instruction_files": [
                "CLAUDE.md",
                "deployment/CLAUDE.md",
                "deployment/infrastructure/lambda-functions/CLAUDE.md",
                "docs/CLAUDE.md",
                "source/CLAUDE.md",
                "source/go/CLAUDE.md",
                "source/go/cmd/CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 3292
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md, deployment/CLAUDE.md, deployment/infrastructure/lambda-functions/CLAUDE.md, docs/CLAUDE.md, source/CLAUDE.md, source/go/CLAUDE.md, source/go/cmd/CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md, deployment/CLAUDE.md, deployment/infrastructure/lambda-functions/CLAUDE.md, docs/CLAUDE.md, source/CLAUDE.md, source/go/CLAUDE.md, source/go/cmd/CLAUDE.md"
                    }
                  }
                ],
                "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": "92 of 93 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 92,
                      "sampled": 93
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "poetry.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "source/go/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.1,
              "toolchain_manifests": [
                "source/go/go.mod"
              ],
              "dependency_bot_commit_share": 0.07
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "source/go/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "source/go/Makefile"
                    }
                  }
                ],
                "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": "ruff.toml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "ruff.toml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "10 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 10,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "7 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 7,
                      "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 1",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 53,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 207756,
              "source_files_sampled": 277,
              "oversized_source_files": 8
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "8/277 source files over 60KB",
                "points": 53.4,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 277,
                      "oversized": 8
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "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",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Could not fetch pypi package 'claude-code-with-bedrock' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T03:40:47.976494Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/aws-solutions-library-samples/guidance-for-claude-code-with-amazon-bedrock.svg",
  "full_name": "aws-solutions-library-samples/guidance-for-claude-code-with-amazon-bedrock",
  "license_state": "standard",
  "license_spdx": "MIT-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 v0.27.0 — metodología completa · wiki de métricas.

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