Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-29 04:24 UTC

basetenlabs / truss

The simplest way to serve AI/ML models in production

Python · RustMIT★ 1182 estrellas⑂ 115 forksdesde jul 2022Ver en GitHub ↗

#machine-learning #artificial-intelligence #easy-to-use #inference-api #inference-server #model-serving #open-source #packaging #falcon #stable-diffusion #whisper #wizardlm

basetenlabs/truss tiene un índice de salud de 85 sobre 100, lo que lo sitúa en la banda Excelente. Su puntuación más alta es Vitality (95/100) y la más baja, Security (55/100). Se actualizó por última vez hoy. 6 personas concentran la mayor parte del trabajo reciente.

global / 100

Excelente

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.

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)

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

BasetenOrganización

369 seguidores115 repositorios públicosdesde sept 2019

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

Ecosistemas de paquetes

Registro	Paquete	Versión	Descargas / mes	Versiones	Última publicación	Etiquetas
PyPI	truss	0.18.24	1.390.597	1185	hace 0 días	ai mlops machine-learning model-deployment model-serving
PyPI	truss_transfer	0.0.43	363.032	93	hace 55 días	—

Métricas por categoría

Vitalidad

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

95Excelente · 22% del índice global

Actividad de desarrollo

99Excelente

Cómo se puntúa

36/36	Recencia de push — último push hace 0 días
35.3/36	Cadencia de commits — 51/52 semanas con commits
18/18	Volumen de commits — 695 commits en el último año
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10

Datos de entrada utilizados

commits_last_year	695
human_commit_share	1
days_since_last_push	0
active_weeks_last_year	51

Disciplina de publicación

90Excelente

Cómo se puntúa

27/27	Publica versiones — 100 versiones publicadas
36/36	Recencia de las versiones — última versión hace 0 días
27/27	Cadencia de publicación — una versión cada ~3,8 días
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.

Datos de entrada utilizados

releases_count	100
latest_release_tag	v0.18.24
releases_from_tags	no
days_since_latest_release	0
mean_days_between_releases	3,8

Comunidad y Adopción

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

87Excelente · 18% del índice global

Popularidad y adopción

74Bueno

Cómo se puntúa

49.8/60	Estrellas — 1182 estrellas
17.1/25	Forks — 115 forks
7.1/15	Observadores — 20 observadores

Datos de entrada utilizados

forks	115
stars	1182
watchers	20
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Salud de la comunidad

92Excelente

Cómo se puntúa

22.5/22.5	README
22.5/22.5	Licencia — licencia reconocida (MIT)
18/18	Guía CONTRIBUTING
13.5/13.5	Código de conducta
0/7.2	Plantilla de issues
6.3/6.3	Plantilla de PR

Datos de entrada utilizados

has_readme	sí
has_license	sí
has_contributing	sí
has_issue_template	no
has_code_of_conduct	sí
has_pull_request_template	sí

Adopción en el ecosistema (descargas)

100Excelente

Cómo se puntúa

80/80	Descargas mensuales — 1.753.629 descargas/mes en pypi
0/20	Dependientes en el registro — no lo informa este ecosistema

Datos de entrada utilizados

packages	truss, truss_transfer
dependents	—
ecosystems	pypi
total_downloads	—
monthly_downloads	1.753.629

Excluidos de la puntuación (sin datos o no aplicable): Dependientes en el registro. Los pesos restantes se han renormalizado.

Sostenibilidad y Gobernanza

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

89Excelente · 24% del índice global

Resiliencia de mantenedores (factor bus)

91Excelente

Cómo se puntúa

48.6/54	Factor bus — la mitad de los commits recae en 6 contribuyente(s)
19/22.5	Distribución de commits — el principal contribuyente firma el 16% de los commits
13.5/13.5	Amplitud de contribuyentes — 83 contribuyentes
10/10	OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations

Datos de entrada utilizados

bus_factor	6
contributors_sampled	83
top_contributor_share	0,157

Capacidad de respuesta a issues y PR

91Excelente

Cómo se puntúa

44.5/46.8	Resolución de issues — 95% de issues cerradas
31.5/38.3	Aceptación de PR — 1949/2369 PR decididos fusionados
15/15	OpenSSF Scorecard: Code-Review — all changesets reviewed

Datos de entrada utilizados

merged_prs	1949
open_issues	7
closed_issues	138
issue_closed_ratio	0,952
closed_unmerged_prs	420

Propiedad y custodia

74Bueno

Cómo se puntúa

30/30	Respaldo de la propiedad — propiedad de una organización
0/20	Dominio verificado
18.5/25	Alcance del propietario — 369 seguidores de basetenlabs
25/25	Trayectoria — 115 repos públicos, cuenta de ~6 años

Datos de entrada utilizados

followers	369
owner_type	Organization
is_verified	—
owner_login	basetenlabs
public_repos	115
account_age_days	2520

Mantenimiento de paquetes

100Excelente

Cómo se puntúa

25/25	Publicado y resoluble — 2 paquete(s) en pypi
35/35	Recencia de publicación — última publicación hace 0 días
20/20	Historial de versiones — 1185 versiones en el registro
20/20	No obsoleto — activo, ni obsoleto ni retirado

Datos de entrada utilizados

packages	truss, truss_transfer
ecosystems	pypi
any_deprecated	no
min_days_since_publish	0

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

92Excelente · 20% del índice global

Prácticas de ingeniería

94Excelente

Cómo se puntúa

24/24	Flujos de trabajo de CI — 19 flujo(s) de trabajo
24/24	Pruebas presentes
16/16	Configuración de linter
9.6/9.6	Hooks de pre-commit
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 25 out of 25 merged PRs checked by a CI test -- score normalized to 10

Datos de entrada utilizados

has_ci	sí
has_tests	sí
has_editorconfig	no
has_linter_config	sí
has_precommit_config	sí

Documentación

90Excelente

Cómo se puntúa

30/30	README
25/25	Directorio de documentación
15/15	Sitio de documentación / página del proyecto — https://truss.baseten.co
10/10	Descripción del repositorio
10/10	Topics — 12 topics
0/10	Wiki

Datos de entrada utilizados

topics	machine-learning, artificial-intelligence, easy-to-use, inference-api, inference-server, model-serving, open-source, packaging, falcon, stable-diffusion, whisper, wizardlm
has_wiki	no
homepage	https://truss.baseten.co
has_readme	sí
has_docs_dir	sí
has_description	sí

Seguridad

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

55Moderado · 16% del índice global

Postura de seguridad

56Moderado

Cómo se puntúa

7.5/7.5	Binary-Artifacts — no binaries found in the repo
3.8/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 25 out of 25 merged PRs checked by a CI test -- score normalized to 10
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5	Code-Review — all changesets reviewed
2.5/2.5	Contributors — project has 8 contributing companies or organizations
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5	Dependency-Update-Tool — update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	Licencia — license file detected
7.5/7.5	Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
0/5	Pinned-Dependencies — sin datos
0/5	SAST — SAST tool is not run on all commits -- score normalized to 0
0/5	Security-Policy — security policy file not detected
0/7.5	Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5	Vulnerabilities — 172 existing vulnerabilities detected

Datos de entrada utilizados

source	openssf_scorecard
checks_evaluated	17
scorecard_version	v5.5.0
checks_inconclusive	1
scorecard_aggregate	5,6

Excluidos de la puntuación (sin datos o no aplicable): pinned_dependencies. Los pesos restantes se han renormalizado.

Avisos de dependencias

50Moderado

Cómo se puntúa

7.6/35	Dependencias directas libres de avisos conocidos — 9 afectados: click 8.1.8 (high 7.2), click 8.2.1 (high 7.2), pyo3 0.24.2 (high 7.5), +6 más
0/25	Dependencias indirectas libres de avisos conocidos — el conjunto transitivo no es separable de las dependencias de desarrollo y prueba en este alcance
29.8/40	Sin avisos pendientes — 4 paquete(s) con avisos sin atender más allá de 90 días; el más antiguo publicado hace 175 días

Datos de entrada utilizados

source	osv
advisories	283
affected_packages	51
assessed_packages	804
unassessed_packages	43
affected_by_severity	critical 2, high 26, moderate 13, low 3, unknown 7
direct_affected_packages	9

Excluidos de la puntuación (sin datos o no aplicable): Dependencias indirectas libres de avisos conocidos. Los pesos restantes se han renormalizado. Se cotejaron 804 dependencias resueltas con OSV. 43 no pudieron evaluarse: sin versión resuelta, ecosistema no admitido o fuera de la lista de paquetes informada. Este repositorio no publica ningún paquete que el índice resuelva, por lo que se evaluó en su lugar el grafo de dependencias del repositorio. Ese grafo mezcla fijaciones de desarrollo y prueba con las dependencias distribuidas, de modo que solo se puntúan las dependencias declaradas en tiempo de ejecución; los hallazgos transitivos se informan como contexto y quedan excluidos de la puntuación. No se analiza la alcanzabilidad.

Preparación para IA

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

80Bueno · 0% del índice global

Contexto y guía para agentes

85Excelente

Cómo se puntúa

45/45	Instrucciones para agentes — AGENTS.md, CLAUDE.md
0/15	Documentación legible por máquinas (llms.txt)
40/40	Historial de commits legible — 75 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)

Datos de entrada utilizados

has_llms_txt	no
legible_history_share	0,75
agent_instruction_files	AGENTS.md, CLAUDE.md
agent_instruction_max_bytes	1448

Bucle de verificación (compilación / pruebas / verificación de tipos)

91Excelente

Cómo se puntúa

18/18	Arranque con un solo comando — Makefile
22/22	Pruebas automatizadas
11/11	Configuración de lint / formato
11/11	Verificación estática de tipos — truss-chains/truss_chains/py.typed
10/10	Entorno reproducible — devcontainer, Dockerfile, lockfile
10/10	Práctica demostrada con agentes — 28 de los últimos 100 commits con autoría o crédito de agente
0/8	Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
0/10	OpenSSF Scorecard: Pinned-Dependencies — sin datos

Datos de entrada utilizados

has_nix	no
has_tests	sí
lockfiles	Cargo.lock, uv.lock, yarn.lock
has_dockerfile	sí
typed_language	no
bootstrap_files	Makefile
has_devcontainer	sí
has_linter_config	sí
typecheck_configs	truss-chains/truss_chains/py.typed
agent_commit_share	0,28
toolchain_manifests	baseten-performance-client/Cargo.toml, baseten-performance-client/core/Cargo.toml, baseten-performance-client/node_bindings/Cargo.toml, baseten-performance-client/python_bindings/Cargo.toml, baseten-performance-client/reverse_proxy/Cargo.toml, truss-transfer/Cargo.toml
dependency_bot_commit_share	0

Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Pinned-Dependencies. Los pesos restantes se han renormalizado.

Legibilidad del código para modelos

81Bueno

Cómo se puntúa

27/45	Código verificable por tipos — Python con configuración de verificación de tipos (truss-chains/truss_chains/py.typed)
54.2/55	Tamaños de archivo manejables — 7/501 archivos fuente de más de 60 KB

Datos de entrada utilizados

primary_language	Python
largest_source_bytes	3.005.023
source_files_sampled	501
oversized_source_files	7

Interfaces legibles por máquina

40En riesgo

Cómo se puntúa

0/40	Esquema de API (OpenAPI/GraphQL/proto)
0/20	Servidor MCP
40/40	Ejemplos ejecutables — examples, notebooks

Datos de entrada utilizados

example_dirs	examples, notebooks
has_mcp_signal	no
api_schema_files	—

Datos clave

1182estrellas de GitHub

83contribuidores

695commits en los últimos 12 meses

0días desde el último push

100versiones publicadas

6factor bus

7issues abiertas

crates.io, PyPIecosistemas de paquetes

Advertencias de recopilación de datos

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Could not fetch crates package 'truss_transfer' from its registry
deps.dev does not index pypi:truss@0.18.24; advisories assessed against the repository dependency graph instead

Más detalle

Historial de estrellas y forks 0 ★ / 115 ⇿

0Estrellas

115Forks

99Versiones

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.

Mayor 0Menor 5Parche 44

Cada punto abarca 4 días.

OpenSSF Scorecard 5.6 / 10

5.6agregado

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 · 2026-07-29 04:23 UTC

10	Binary-Artifacts	no binaries found in the repo
5	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	25 out of 25 merged PRs checked by a CI test -- score normalized to 10
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
10	Code-Review	all changesets reviewed
10	Contributors	project has 8 contributing companies or organizations
10	Dangerous-Workflow	no dangerous workflow patterns detected
10	Dependency-Update-Tool	update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
n/d	Pinned-Dependencies	internal error: internal error: invalid Dockerfile: Syntax error - can't find = in "app_username". Must be of the form: name=value
0	SAST	SAST tool is not run on all commits -- score normalized to 0
0	Security-Policy	security policy file not detected
0	Signed-Releases	Project has not signed or included provenance with any releases.
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
0	Vulnerabilities	172 existing vulnerabilities detected

Dependencias directas 55

Registro	Paquete	Restricción de versión	Manifiesto
PyPI	huggingface_hub	`>=0.25.0`	pyproject.toml
PyPI	pydantic	`>=2.10.0`	pyproject.toml
PyPI	PyYAML	`>=6.0`	pyproject.toml
PyPI	tomlkit	`>=0.13.2`	pyproject.toml
PyPI	Jinja2	`>=3.1.2,<4`	pyproject.toml
PyPI	aiofiles	`>=24.1.0,<25`	pyproject.toml
PyPI	blake3	`>=1.0.4,<2`	pyproject.toml
PyPI	boto3	`>=1.34.85,<2`	pyproject.toml
PyPI	click	`>=8.0.3,<9`	pyproject.toml
PyPI	google-cloud-storage	`>=2.10.0`	pyproject.toml
PyPI	httpx	`>=0.24.1`	pyproject.toml
PyPI	httpx-ws	`>=0.7.1,<0.8`	pyproject.toml
PyPI	inquirerpy	`>=0.3.4,<0.4`	pyproject.toml
PyPI	keyring	`>=25,<26`	pyproject.toml
PyPI	libcst	`>=1.1.2`	pyproject.toml
PyPI	loguru	`>=0.7.2`	pyproject.toml
PyPI	packaging	`>=20.9`	pyproject.toml
PyPI	pathspec	`>=0.9.0`	pyproject.toml
PyPI	psutil	`>=5.9.4`	pyproject.toml
PyPI	python-json-logger	`>=2.0.2`	pyproject.toml
PyPI	python-on-whales	`>=0.68.0`	pyproject.toml
PyPI	requests	`>=2.31`	pyproject.toml
PyPI	rich	`>=13.4.2,<14`	pyproject.toml
PyPI	rich-click	`>=1.8.9,<2`	pyproject.toml
PyPI	ruff	`>=0.4.8`	pyproject.toml
PyPI	tenacity	`>=8.0.1`	pyproject.toml
PyPI	watchfiles	`>=0.19.0,<0.20`	pyproject.toml
PyPI	truss-transfer	`>=0.0.42,<0.0.44`	pyproject.toml
crates.io	anyhow	`1.0`	truss-transfer/Cargo.toml
crates.io	async-trait	`0.1`	truss-transfer/Cargo.toml
crates.io	chrono	`0.4`	truss-transfer/Cargo.toml
crates.io	futures-util	`0.3`	truss-transfer/Cargo.toml
crates.io	bytes	`1.5`	truss-transfer/Cargo.toml
crates.io	pyo3	`0.24.1`	truss-transfer/Cargo.toml
crates.io	pyo3-async-runtimes	`0.24`	truss-transfer/Cargo.toml
crates.io	numpy	`0.24`	truss-transfer/Cargo.toml
crates.io	base64	`0.22`	truss-transfer/Cargo.toml
crates.io	tempfile	`3.19`	truss-transfer/Cargo.toml
crates.io	serde	`1.0`	truss-transfer/Cargo.toml
crates.io	serde_json	`1.0`	truss-transfer/Cargo.toml
crates.io	serde_yaml	`0.9`	truss-transfer/Cargo.toml
crates.io	tokio	`1.47`	truss-transfer/Cargo.toml
crates.io	rand	`0.9`	truss-transfer/Cargo.toml
crates.io	fs2	`0.4`	truss-transfer/Cargo.toml
crates.io	reqwest	`0.12.23`	truss-transfer/Cargo.toml
crates.io	num_cpus	`1.17.0`	truss-transfer/Cargo.toml
crates.io	log	`0.4`	truss-transfer/Cargo.toml
crates.io	env_logger	`0.10`	truss-transfer/Cargo.toml
crates.io	hf-hub	`—`	truss-transfer/Cargo.toml
crates.io	thiserror	`1.0`	truss-transfer/Cargo.toml
crates.io	glob	`0.3`	truss-transfer/Cargo.toml
crates.io	url	`2.5`	truss-transfer/Cargo.toml
crates.io	object_store	`0.12.3`	truss-transfer/Cargo.toml
crates.io	once_cell	`1.21`	truss-transfer/Cargo.toml
crates.io	memmap2	`0.9.4`	truss-transfer/Cargo.toml

Todas las dependencias 847

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 83 paquetes directos y 764 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

Registro	Paquete	Versión	Relación
crates.io	anyhow	`1.0.95`	directa
crates.io	async-trait	`0.1.88`	directa
crates.io	async-trait	`0.1.89`	directa
crates.io	base64	`0.13.1`	directa
crates.io	base64	`0.22.1`	directa
crates.io	bytes	`1.10.0`	directa
crates.io	chrono	`0.4.39`	directa
crates.io	env_logger	`0.10.2`	directa
crates.io	fs2	`0.4.3`	directa
crates.io	futures-util	`0.3.31`	directa
crates.io	glob	`0.3.2`	directa
crates.io	hf-hub	`0.4.3`	directa
crates.io	log	`0.4.25`	directa
crates.io	memmap2	`0.9.7`	directa
crates.io	num_cpus	`1.17.0`	directa
crates.io	numpy	`—`	directa
crates.io	numpy	`0.24.0`	directa
crates.io	object_store	`0.12.3`	directa
crates.io	once_cell	`1.21.3`	directa
crates.io	pyo3	`—`	directa
crates.io	pyo3	`0.24.2`	directa
crates.io	pyo3-async-runtimes	`—`	directa
crates.io	pyo3-async-runtimes	`0.24.0`	directa
crates.io	rand	`0.9.0`	directa
crates.io	rand	`0.9.2`	directa
crates.io	reqwest	`0.12.23`	directa
crates.io	reqwest	`0.12.28`	directa
crates.io	serde	`1.0.217`	directa
crates.io	serde	`1.0.228`	directa
crates.io	serde_json	`1.0.138`	directa
crates.io	serde_json	`1.0.148`	directa
crates.io	serde_yaml	`0.9.34+deprecated`	directa
crates.io	tempfile	`3.16.0`	directa
crates.io	tempfile	`3.24.0`	directa
crates.io	thiserror	`1.0.69`	directa
crates.io	thiserror	`2.0.12`	directa
crates.io	tokio	`1.47.1`	directa
crates.io	tokio	`1.48.0`	directa
crates.io	url	`2.5.4`	directa
PyPI	aiofiles	`—`	directa
PyPI	aiofiles	`24.1.0`	directa
PyPI	blake3	`—`	directa
PyPI	blake3	`1.0.5`	directa
PyPI	boto3	`1.28.70`	directa
PyPI	boto3	`1.40.9`	directa
PyPI	click	`8.1.8`	directa
PyPI	click	`8.2.1`	directa
PyPI	google-cloud-storage	`2.10.0`	directa
PyPI	google-cloud-storage	`3.3.0`	directa
PyPI	httpx	`—`	directa
PyPI	httpx	`0.28.1`	directa
PyPI	httpx-ws	`—`	directa
PyPI	httpx-ws	`0.7.2`	directa
PyPI	huggingface-hub	`0.19.4`	directa
PyPI	huggingface-hub	`0.34.4`	directa
PyPI	inquirerpy	`0.3.4`	directa
PyPI	jinja2	`3.1.6`	directa
PyPI	keyring	`25.7.0`	directa
PyPI	libcst	`1.8.2`	directa
PyPI	loguru	`—`	directa
PyPI	loguru	`0.7.3`	directa
PyPI	packaging	`25.0`	directa
PyPI	pathspec	`0.12.1`	directa
PyPI	psutil	`—`	directa
PyPI	psutil	`7.0.0`	directa
PyPI	pydantic	`—`	directa
PyPI	pydantic	`2.11.7`	directa
PyPI	python-json-logger	`—`	directa
PyPI	python-json-logger	`3.3.0`	directa
PyPI	python-on-whales	`0.78.0`	directa
PyPI	pyyaml	`—`	directa
PyPI	pyyaml	`6.0.2`	directa
PyPI	requests	`—`	directa
PyPI	requests	`2.32.4`	directa
PyPI	rich	`13.9.4`	directa
PyPI	rich-click	`1.8.9`	directa
PyPI	ruff	`0.9.10`	directa
PyPI	tenacity	`—`	directa
PyPI	tenacity	`9.1.2`	directa
PyPI	tomlkit	`0.13.3`	directa
PyPI	truss-transfer	`—`	directa
PyPI	truss-transfer	`0.0.42`	directa
PyPI	watchfiles	`0.19.0`	directa
crates.io	addr2line	`0.24.2`	indirecta
crates.io	adler2	`2.0.0`	indirecta
crates.io	ahash	`0.8.12`	indirecta
crates.io	aho-corasick	`1.1.3`	indirecta
crates.io	android-tzdata	`0.1.1`	indirecta
crates.io	android_system_properties	`0.1.5`	indirecta
crates.io	anstream	`0.6.21`	indirecta
crates.io	anstyle	`1.0.13`	indirecta
crates.io	anstyle-parse	`0.2.7`	indirecta
crates.io	anstyle-query	`1.1.5`	indirecta
crates.io	anstyle-wincon	`3.0.11`	indirecta
crates.io	async-channel	`—`	indirecta
crates.io	async-channel	`2.5.0`	indirecta
crates.io	async-compression	`0.4.42`	indirecta
crates.io	atomic-waker	`1.1.2`	indirecta
crates.io	autocfg	`1.4.0`	indirecta
crates.io	axum	`—`	indirecta
crates.io	axum	`0.7.9`	indirecta
crates.io	axum-core	`0.4.5`	indirecta
crates.io	backtrace	`0.3.74`	indirecta
crates.io	bitflags	`2.10.0`	indirecta
crates.io	bitflags	`2.8.0`	indirecta
crates.io	block-buffer	`0.10.4`	indirecta
crates.io	bumpalo	`3.17.0`	indirecta
crates.io	castaway	`0.2.4`	indirecta
crates.io	cc	`1.2.13`	indirecta
crates.io	cfg-if	`1.0.0`	indirecta
crates.io	cfg_aliases	`0.2.1`	indirecta
crates.io	clap	`—`	indirecta
crates.io	clap	`4.5.55`	indirecta
crates.io	clap_builder	`4.5.55`	indirecta
crates.io	clap_derive	`4.5.55`	indirecta
crates.io	clap_lex	`0.7.7`	indirecta
crates.io	colorchoice	`1.0.4`	indirecta
crates.io	compact_str	`0.9.0`	indirecta
crates.io	compression-codecs	`0.4.38`	indirecta
crates.io	compression-core	`0.4.32`	indirecta
crates.io	concurrent-queue	`2.5.0`	indirecta
crates.io	console	`0.15.11`	indirecta
crates.io	console	`0.16.2`	indirecta
crates.io	convert_case	`0.6.0`	indirecta
crates.io	core-foundation	`0.10.1`	indirecta
crates.io	core-foundation	`0.9.4`	indirecta
crates.io	core-foundation-sys	`0.8.7`	indirecta
crates.io	crossbeam-deque	`0.8.6`	indirecta
crates.io	crossbeam-epoch	`0.9.18`	indirecta
crates.io	crossbeam-utils	`0.8.21`	indirecta
crates.io	crypto-common	`0.1.6`	indirecta
crates.io	ctor	`0.2.9`	indirecta
crates.io	ctor	`0.6.3`	indirecta
crates.io	ctor-proc-macro	`0.0.7`	indirecta
crates.io	darling	`0.20.11`	indirecta
crates.io	darling_core	`0.20.11`	indirecta
crates.io	darling_macro	`0.20.11`	indirecta
crates.io	dary_heap	`0.3.8`	indirecta
crates.io	derive_builder	`0.20.2`	indirecta
crates.io	derive_builder_core	`0.20.2`	indirecta
crates.io	derive_builder_macro	`0.20.2`	indirecta
crates.io	digest	`0.10.7`	indirecta
crates.io	dirs	`6.0.0`	indirecta
crates.io	dirs-sys	`0.5.0`	indirecta
crates.io	displaydoc	`0.2.5`	indirecta
crates.io	dtor	`0.1.1`	indirecta
crates.io	dtor-proc-macro	`0.0.6`	indirecta
crates.io	either	`1.15.0`	indirecta
crates.io	encode_unicode	`1.0.0`	indirecta
crates.io	encoding_rs	`0.8.35`	indirecta
crates.io	equivalent	`1.0.1`	indirecta
crates.io	errno	`0.3.10`	indirecta
crates.io	errno	`0.3.14`	indirecta
crates.io	esaxx-rs	`0.1.10`	indirecta
crates.io	event-listener	`5.4.1`	indirecta
crates.io	event-listener-strategy	`0.5.4`	indirecta
crates.io	fastrand	`2.3.0`	indirecta
crates.io	fnv	`1.0.7`	indirecta
crates.io	foreign-types	`0.3.2`	indirecta
crates.io	foreign-types-shared	`0.1.1`	indirecta
crates.io	form_urlencoded	`1.2.1`	indirecta
crates.io	futures	`0.3.31`	indirecta
crates.io	futures-channel	`0.3.31`	indirecta
crates.io	futures-core	`0.3.31`	indirecta
crates.io	futures-executor	`0.3.31`	indirecta
crates.io	futures-io	`0.3.31`	indirecta
crates.io	futures-macro	`0.3.31`	indirecta
crates.io	futures-sink	`0.3.31`	indirecta
crates.io	futures-task	`0.3.31`	indirecta
crates.io	generic-array	`0.14.7`	indirecta
crates.io	getrandom	`0.2.15`	indirecta
crates.io	getrandom	`0.3.1`	indirecta
crates.io	getrandom	`0.4.3`	indirecta
crates.io	gimli	`0.31.1`	indirecta
crates.io	h2	`0.4.7`	indirecta
crates.io	hashbrown	`0.15.2`	indirecta
crates.io	heck	`0.5.0`	indirecta
crates.io	hermit-abi	`0.4.0`	indirecta
crates.io	hermit-abi	`0.5.2`	indirecta
crates.io	http	`1.2.0`	indirecta
crates.io	http-body	`1.0.1`	indirecta
crates.io	http-body-util	`0.1.2`	indirecta
crates.io	httparse	`1.10.0`	indirecta
crates.io	httpdate	`1.0.3`	indirecta
crates.io	humantime	`2.1.0`	indirecta
crates.io	hyper	`1.6.0`	indirecta
crates.io	hyper	`1.8.1`	indirecta
crates.io	hyper-rustls	`0.27.5`	indirecta
crates.io	hyper-tls	`0.6.0`	indirecta
crates.io	hyper-util	`0.1.16`	indirecta
crates.io	hyper-util	`0.1.19`	indirecta
crates.io	iana-time-zone	`0.1.61`	indirecta
crates.io	iana-time-zone-haiku	`0.1.2`	indirecta
crates.io	icu_collections	`1.5.0`	indirecta
crates.io	icu_locid	`1.5.0`	indirecta
crates.io	icu_locid_transform	`1.5.0`	indirecta
crates.io	icu_locid_transform_data	`1.5.0`	indirecta
crates.io	icu_normalizer	`1.5.0`	indirecta
crates.io	icu_normalizer_data	`1.5.0`	indirecta
crates.io	icu_properties	`1.5.1`	indirecta
crates.io	icu_properties_data	`1.5.0`	indirecta
crates.io	icu_provider	`1.5.0`	indirecta
crates.io	icu_provider_macros	`1.5.0`	indirecta
crates.io	ident_case	`1.0.1`	indirecta
crates.io	idna	`1.0.3`	indirecta
crates.io	idna_adapter	`1.2.0`	indirecta
crates.io	indexmap	`2.7.1`	indirecta
crates.io	indicatif	`0.17.11`	indirecta
crates.io	indicatif	`0.18.3`	indirecta
crates.io	indoc	`2.0.5`	indirecta
crates.io	io-uring	`0.7.9`	indirecta
crates.io	ipnet	`2.11.0`	indirecta
crates.io	iri-string	`0.7.10`	indirecta
crates.io	iri-string	`0.7.8`	indirecta
crates.io	is-terminal	`0.4.15`	indirecta
crates.io	is_terminal_polyfill	`1.70.2`	indirecta
crates.io	itertools	`0.14.0`	indirecta
crates.io	itoa	`1.0.14`	indirecta
crates.io	jobserver	`0.1.35`	indirecta
crates.io	js-sys	`0.3.77`	indirecta
crates.io	lazy_static	`1.5.0`	indirecta
crates.io	libc	`0.2.178`	indirecta
crates.io	libc	`0.2.180`	indirecta
crates.io	libloading	`0.8.8`	indirecta
crates.io	libredox	`0.1.4`	indirecta
crates.io	linux-raw-sys	`0.11.0`	indirecta
crates.io	linux-raw-sys	`0.4.15`	indirecta
crates.io	litemap	`0.7.4`	indirecta
crates.io	lock_api	`0.4.12`	indirecta
crates.io	lock_api	`0.4.13`	indirecta
crates.io	lru-slab	`0.1.2`	indirecta
crates.io	macro_rules_attribute	`0.2.2`	indirecta
crates.io	macro_rules_attribute-proc_macro	`0.2.2`	indirecta
crates.io	matchers	`0.2.0`	indirecta
crates.io	matchit	`0.7.3`	indirecta
crates.io	matrixmultiply	`0.3.10`	indirecta
crates.io	md-5	`0.10.6`	indirecta
crates.io	memchr	`2.7.4`	indirecta
crates.io	memoffset	`0.9.1`	indirecta
crates.io	mime	`0.3.17`	indirecta
crates.io	minimal-lexical	`0.2.1`	indirecta
crates.io	miniz_oxide	`0.8.9`	indirecta
crates.io	mio	`1.0.3`	indirecta
crates.io	monostate	`0.1.18`	indirecta
crates.io	monostate-impl	`0.1.18`	indirecta
crates.io	napi	`—`	indirecta
crates.io	napi	`2.16.17`	indirecta
crates.io	napi-build	`—`	indirecta
crates.io	napi-build	`2.2.2`	indirecta
crates.io	napi-derive	`—`	indirecta
crates.io	napi-derive	`2.16.13`	indirecta
crates.io	napi-derive-backend	`1.0.75`	indirecta
crates.io	napi-sys	`2.4.0`	indirecta
crates.io	native-tls	`0.2.13`	indirecta
crates.io	ndarray	`—`	indirecta
crates.io	ndarray	`0.16.1`	indirecta
crates.io	nom	`7.1.3`	indirecta
crates.io	nonempty	`0.11.0`	indirecta
crates.io	nu-ansi-term	`0.50.3`	indirecta
crates.io	num-complex	`0.4.6`	indirecta
crates.io	num-integer	`0.1.46`	indirecta
crates.io	num-traits	`0.2.19`	indirecta
crates.io	number_prefix	`0.4.0`	indirecta
crates.io	object	`0.36.7`	indirecta
crates.io	once_cell_polyfill	`1.70.2`	indirecta
crates.io	onig	`6.5.1`	indirecta
crates.io	onig_sys	`69.9.1`	indirecta
crates.io	openssl	`—`	indirecta
crates.io	openssl	`0.10.75`	indirecta
crates.io	openssl-macros	`0.1.1`	indirecta
crates.io	openssl-probe	`0.1.6`	indirecta
crates.io	openssl-src	`300.4.2+3.4.1`	indirecta
crates.io	openssl-sys	`0.9.111`	indirecta
crates.io	option-ext	`0.2.0`	indirecta
crates.io	parking	`2.2.1`	indirecta
crates.io	parking_lot	`0.12.3`	indirecta
crates.io	parking_lot	`0.12.4`	indirecta
crates.io	parking_lot_core	`0.9.10`	indirecta
crates.io	parking_lot_core	`0.9.11`	indirecta
crates.io	paste	`1.0.15`	indirecta
crates.io	percent-encoding	`2.3.1`	indirecta
crates.io	pin-project-lite	`0.2.16`	indirecta
crates.io	pin-utils	`0.1.0`	indirecta
crates.io	pkg-config	`0.3.31`	indirecta
crates.io	portable-atomic	`1.10.0`	indirecta
crates.io	portable-atomic-util	`0.2.4`	indirecta
crates.io	portable-atomic-util	`0.2.5`	indirecta
crates.io	ppv-lite86	`0.2.21`	indirecta
crates.io	proc-macro2	`1.0.93`	indirecta
crates.io	pyo3-build-config	`0.24.2`	indirecta
crates.io	pyo3-ffi	`0.24.2`	indirecta
crates.io	pyo3-macros	`0.24.2`	indirecta
crates.io	pyo3-macros-backend	`0.24.2`	indirecta
crates.io	pythonize	`—`	indirecta
crates.io	pythonize	`0.24.0`	indirecta
crates.io	quick-xml	`0.38.0`	indirecta
crates.io	quinn	`0.11.8`	indirecta
crates.io	quinn-proto	`0.11.12`	indirecta
crates.io	quinn-udp	`0.5.13`	indirecta
crates.io	quote	`1.0.38`	indirecta
crates.io	r-efi	`6.0.0`	indirecta
crates.io	rand_chacha	`0.9.0`	indirecta
crates.io	rand_core	`0.9.3`	indirecta
crates.io	rawpointer	`0.2.1`	indirecta
crates.io	rayon	`1.11.0`	indirecta
crates.io	rayon-cond	`0.4.0`	indirecta
crates.io	rayon-core	`1.13.0`	indirecta
crates.io	redox_syscall	`0.5.12`	indirecta
crates.io	redox_syscall	`0.5.13`	indirecta
crates.io	redox_users	`0.5.0`	indirecta
crates.io	regex	`1.11.1`	indirecta
crates.io	regex-automata	`0.4.9`	indirecta
crates.io	regex-syntax	`0.8.5`	indirecta
crates.io	ring	`0.17.13`	indirecta
crates.io	rmp	`0.8.15`	indirecta
crates.io	rmp-serde	`1.3.1`	indirecta
crates.io	rustc-demangle	`0.1.24`	indirecta
crates.io	rustc-hash	`2.1.1`	indirecta
crates.io	rustix	`0.38.44`	indirecta
crates.io	rustix	`1.1.3`	indirecta
crates.io	rustls	`0.23.22`	indirecta
crates.io	rustls-native-certs	`0.8.1`	indirecta
crates.io	rustls-pemfile	`2.2.0`	indirecta
crates.io	rustls-pki-types	`1.11.0`	indirecta
crates.io	rustls-webpki	`0.102.8`	indirecta
crates.io	rustversion	`1.0.19`	indirecta
crates.io	ryu	`1.0.19`	indirecta
crates.io	same-file	`1.0.6`	indirecta
crates.io	scc	`2.4.0`	indirecta
crates.io	schannel	`0.1.27`	indirecta
crates.io	scopeguard	`1.2.0`	indirecta
crates.io	sdd	`3.0.10`	indirecta
crates.io	security-framework	`2.11.1`	indirecta
crates.io	security-framework	`3.2.0`	indirecta
crates.io	security-framework-sys	`2.14.0`	indirecta
crates.io	semver	`1.0.26`	indirecta
crates.io	serde_core	`1.0.228`	indirecta
crates.io	serde_derive	`1.0.217`	indirecta
crates.io	serde_derive	`1.0.228`	indirecta
crates.io	serde_path_to_error	`0.1.20`	indirecta
crates.io	serde_urlencoded	`0.7.1`	indirecta
crates.io	serial_test	`—`	indirecta
crates.io	serial_test	`3.3.1`	indirecta
crates.io	serial_test	`3.4.0`	indirecta
crates.io	serial_test_derive	`3.3.1`	indirecta
crates.io	serial_test_derive	`3.4.0`	indirecta
crates.io	sharded-slab	`0.1.7`	indirecta
crates.io	shlex	`1.3.0`	indirecta
crates.io	signal-hook-registry	`1.4.5`	indirecta
crates.io	signal-hook-registry	`1.4.8`	indirecta
crates.io	slab	`0.4.9`	indirecta
crates.io	smallvec	`1.13.2`	indirecta
crates.io	socket2	`0.5.8`	indirecta
crates.io	socket2	`0.6.0`	indirecta
crates.io	socket2	`0.6.1`	indirecta
crates.io	spm_precompiled	`0.1.4`	indirecta
crates.io	stable_deref_trait	`1.2.0`	indirecta
crates.io	static_assertions	`1.1.0`	indirecta
crates.io	strsim	`0.11.1`	indirecta
crates.io	subtle	`2.6.1`	indirecta
crates.io	syn	`2.0.98`	indirecta
crates.io	sync_wrapper	`1.0.2`	indirecta
crates.io	synstructure	`0.13.1`	indirecta
crates.io	system-configuration	`0.6.1`	indirecta
crates.io	system-configuration-sys	`0.6.0`	indirecta
crates.io	target-lexicon	`0.13.2`	indirecta
crates.io	termcolor	`1.4.1`	indirecta
crates.io	thiserror-impl	`1.0.69`	indirecta
crates.io	thiserror-impl	`2.0.12`	indirecta
crates.io	thread_local	`1.1.9`	indirecta
crates.io	tinystr	`0.7.6`	indirecta
crates.io	tinyvec	`1.9.0`	indirecta
crates.io	tinyvec_macros	`0.1.1`	indirecta
crates.io	tokenizers	`—`	indirecta
crates.io	tokenizers	`0.22.2`	indirecta
crates.io	tokio-macros	`2.5.0`	indirecta
crates.io	tokio-macros	`2.6.0`	indirecta
crates.io	tokio-native-tls	`0.3.1`	indirecta
crates.io	tokio-rustls	`0.26.1`	indirecta
crates.io	tokio-stream	`0.1.18`	indirecta
crates.io	tokio-test	`—`	indirecta
crates.io	tokio-test	`0.4.5`	indirecta
crates.io	tokio-util	`0.7.13`	indirecta
crates.io	tower	`—`	indirecta
crates.io	tower	`0.4.13`	indirecta
crates.io	tower	`0.5.2`	indirecta
crates.io	tower-http	`—`	indirecta
crates.io	tower-http	`0.5.2`	indirecta
crates.io	tower-http	`0.6.6`	indirecta
crates.io	tower-http	`0.6.8`	indirecta
crates.io	tower-layer	`0.3.3`	indirecta
crates.io	tower-service	`0.3.3`	indirecta
crates.io	tracing	`0.1.41`	indirecta
crates.io	tracing	`0.1.44`	indirecta
crates.io	tracing-attributes	`0.1.30`	indirecta
crates.io	tracing-attributes	`0.1.31`	indirecta
crates.io	tracing-core	`0.1.33`	indirecta
crates.io	tracing-core	`0.1.36`	indirecta
crates.io	tracing-log	`0.2.0`	indirecta
crates.io	tracing-subscriber	`0.3.22`	indirecta
crates.io	try-lock	`0.2.5`	indirecta
crates.io	typenum	`1.18.0`	indirecta
crates.io	unicode-ident	`1.0.16`	indirecta
crates.io	unicode-normalization-alignments	`0.1.12`	indirecta
crates.io	unicode-segmentation	`1.12.0`	indirecta
crates.io	unicode-width	`0.2.1`	indirecta
crates.io	unicode-width	`0.2.2`	indirecta
crates.io	unicode_categories	`0.1.1`	indirecta
crates.io	unindent	`0.2.3`	indirecta
crates.io	unit-prefix	`0.5.2`	indirecta
crates.io	unsafe-libyaml	`0.2.11`	indirecta
crates.io	untrusted	`0.9.0`	indirecta
crates.io	utf16_iter	`1.0.5`	indirecta
crates.io	utf8_iter	`1.0.4`	indirecta
crates.io	utf8parse	`0.2.2`	indirecta
crates.io	uuid	`—`	indirecta
crates.io	uuid	`1.19.0`	indirecta
crates.io	valuable	`0.1.1`	indirecta
crates.io	vcpkg	`0.2.15`	indirecta
crates.io	version_check	`0.9.5`	indirecta
crates.io	walkdir	`2.5.0`	indirecta
crates.io	want	`0.3.1`	indirecta
crates.io	wasi	`0.11.0+wasi-snapshot-preview1`	indirecta
crates.io	wasi	`0.13.3+wasi-0.2.2`	indirecta
crates.io	wasm-bindgen	`0.2.100`	indirecta
crates.io	wasm-bindgen-backend	`0.2.100`	indirecta
crates.io	wasm-bindgen-futures	`0.4.50`	indirecta
crates.io	wasm-bindgen-macro	`0.2.100`	indirecta
crates.io	wasm-bindgen-macro-support	`0.2.100`	indirecta
crates.io	wasm-bindgen-shared	`0.2.100`	indirecta
crates.io	wasm-streams	`0.4.2`	indirecta
crates.io	web-sys	`0.3.77`	indirecta
crates.io	web-time	`1.1.0`	indirecta
crates.io	webpki-roots	`0.26.11`	indirecta
crates.io	webpki-roots	`1.0.1`	indirecta
crates.io	webpki-roots	`1.0.2`	indirecta
crates.io	winapi	`0.3.9`	indirecta
crates.io	winapi-i686-pc-windows-gnu	`0.4.0`	indirecta
crates.io	winapi-util	`0.1.9`	indirecta
crates.io	winapi-x86_64-pc-windows-gnu	`0.4.0`	indirecta
crates.io	windows-core	`0.52.0`	indirecta
crates.io	windows-link	`0.1.3`	indirecta
crates.io	windows-link	`0.2.1`	indirecta
crates.io	windows-registry	`0.5.3`	indirecta
crates.io	windows-result	`0.3.4`	indirecta
crates.io	windows-strings	`0.4.2`	indirecta
crates.io	windows-sys	`0.52.0`	indirecta
crates.io	windows-sys	`0.59.0`	indirecta
crates.io	windows-sys	`0.60.2`	indirecta
crates.io	windows-sys	`0.61.2`	indirecta
crates.io	windows-targets	`0.52.6`	indirecta
crates.io	windows-targets	`0.53.2`	indirecta
crates.io	windows-targets	`0.53.5`	indirecta
crates.io	windows_aarch64_gnullvm	`0.52.6`	indirecta
crates.io	windows_aarch64_gnullvm	`0.53.0`	indirecta
crates.io	windows_aarch64_gnullvm	`0.53.1`	indirecta
crates.io	windows_aarch64_msvc	`0.52.6`	indirecta
crates.io	windows_aarch64_msvc	`0.53.0`	indirecta
crates.io	windows_aarch64_msvc	`0.53.1`	indirecta
crates.io	windows_i686_gnu	`0.52.6`	indirecta
crates.io	windows_i686_gnu	`0.53.0`	indirecta
crates.io	windows_i686_gnu	`0.53.1`	indirecta
crates.io	windows_i686_gnullvm	`0.52.6`	indirecta
crates.io	windows_i686_gnullvm	`0.53.0`	indirecta
crates.io	windows_i686_gnullvm	`0.53.1`	indirecta
crates.io	windows_i686_msvc	`0.52.6`	indirecta
crates.io	windows_i686_msvc	`0.53.0`	indirecta
crates.io	windows_i686_msvc	`0.53.1`	indirecta
crates.io	windows_x86_64_gnu	`0.52.6`	indirecta
crates.io	windows_x86_64_gnu	`0.53.0`	indirecta
crates.io	windows_x86_64_gnu	`0.53.1`	indirecta
crates.io	windows_x86_64_gnullvm	`0.52.6`	indirecta
crates.io	windows_x86_64_gnullvm	`0.53.0`	indirecta
crates.io	windows_x86_64_gnullvm	`0.53.1`	indirecta
crates.io	windows_x86_64_msvc	`0.52.6`	indirecta
crates.io	windows_x86_64_msvc	`0.53.0`	indirecta
crates.io	windows_x86_64_msvc	`0.53.1`	indirecta
crates.io	wit-bindgen-rt	`0.33.0`	indirecta
crates.io	write16	`1.0.0`	indirecta
crates.io	writeable	`0.5.5`	indirecta
crates.io	yoke	`0.7.5`	indirecta
crates.io	yoke-derive	`0.7.5`	indirecta
crates.io	zerocopy	`0.8.24`	indirecta
crates.io	zerocopy	`0.8.26`	indirecta
crates.io	zerocopy-derive	`0.8.24`	indirecta
crates.io	zerocopy-derive	`0.8.26`	indirecta
crates.io	zerofrom	`0.1.5`	indirecta
crates.io	zerofrom-derive	`0.1.5`	indirecta
crates.io	zeroize	`1.8.1`	indirecta
crates.io	zerovec	`0.10.4`	indirecta
crates.io	zerovec-derive	`0.10.3`	indirecta
crates.io	zmij	`1.0.4`	indirecta
crates.io	zstd	`0.13.3`	indirecta
crates.io	zstd-safe	`7.2.4`	indirecta
crates.io	zstd-sys	`2.0.16+zstd.1.5.7`	indirecta
npm	@isaacs/cliui	`8.0.2`	indirecta
npm	@isaacs/fs-minipass	`4.0.1`	indirecta
npm	@mapbox/node-pre-gyp	`2.0.0`	indirecta
npm	@napi-rs/cli	`2.18.4`	indirecta
npm	@nodelib/fs.scandir	`2.1.5`	indirecta
npm	@nodelib/fs.stat	`2.0.5`	indirecta
npm	@nodelib/fs.walk	`1.2.8`	indirecta
npm	@pkgjs/parseargs	`0.11.0`	indirecta
npm	@rollup/pluginutils	`5.2.0`	indirecta
npm	@sindresorhus/merge-streams	`2.3.0`	indirecta
npm	@types/estree	`1.0.8`	indirecta
npm	@vercel/nft	`0.29.4`	indirecta
npm	abbrev	`3.0.1`	indirecta
npm	acorn	`8.15.0`	indirecta
npm	acorn-import-attributes	`1.9.5`	indirecta
npm	acorn-walk	`8.3.4`	indirecta
npm	agent-base	`7.1.4`	indirecta
npm	ansi-regex	`5.0.1`	indirecta
npm	ansi-regex	`6.1.0`	indirecta
npm	ansi-styles	`4.3.0`	indirecta
npm	ansi-styles	`6.2.1`	indirecta
npm	argparse	`1.0.10`	indirecta
npm	array-find-index	`1.0.2`	indirecta
npm	arrgv	`1.0.2`	indirecta
npm	arrify	`3.0.0`	indirecta
npm	async-sema	`3.1.1`	indirecta
npm	ava	`6.4.1`	indirecta
npm	balanced-match	`1.0.2`	indirecta
npm	bindings	`1.5.0`	indirecta
npm	blueimp-md5	`2.19.0`	indirecta
npm	brace-expansion	`2.0.2`	indirecta
npm	braces	`3.0.3`	indirecta
npm	callsites	`4.2.0`	indirecta
npm	cbor	`10.0.9`	indirecta
npm	chalk	`5.4.1`	indirecta
npm	chownr	`3.0.0`	indirecta
npm	chunkd	`2.0.1`	indirecta
npm	ci-info	`4.3.0`	indirecta
npm	ci-parallel-vars	`1.0.1`	indirecta
npm	cli-truncate	`4.0.0`	indirecta
npm	cliui	`8.0.1`	indirecta
npm	code-excerpt	`4.0.0`	indirecta
npm	color-convert	`2.0.1`	indirecta
npm	color-name	`1.1.4`	indirecta
npm	common-path-prefix	`3.0.0`	indirecta
npm	concordance	`5.0.4`	indirecta
npm	consola	`3.4.2`	indirecta
npm	convert-to-spaces	`2.0.1`	indirecta
npm	cross-spawn	`7.0.6`	indirecta
npm	currently-unhandled	`0.4.1`	indirecta
npm	date-time	`3.1.0`	indirecta
npm	debug	`4.4.1`	indirecta
npm	detect-libc	`2.0.4`	indirecta
npm	eastasianwidth	`0.2.0`	indirecta
npm	emittery	`1.2.0`	indirecta
npm	emoji-regex	`10.4.0`	indirecta
npm	emoji-regex	`8.0.0`	indirecta
npm	emoji-regex	`9.2.2`	indirecta
npm	escalade	`3.2.0`	indirecta
npm	escape-string-regexp	`2.0.0`	indirecta
npm	escape-string-regexp	`5.0.0`	indirecta
npm	esprima	`4.0.1`	indirecta
npm	estree-walker	`2.0.2`	indirecta
npm	esutils	`2.0.3`	indirecta
npm	fast-diff	`1.3.0`	indirecta
npm	fast-glob	`3.3.3`	indirecta
npm	fastq	`1.19.1`	indirecta
npm	figures	`6.1.0`	indirecta
npm	file-uri-to-path	`1.0.0`	indirecta
npm	fill-range	`7.1.1`	indirecta
npm	find-up-simple	`1.0.1`	indirecta
npm	foreground-child	`3.3.1`	indirecta
npm	get-caller-file	`2.0.5`	indirecta
npm	get-east-asian-width	`1.3.0`	indirecta
npm	glob	`10.4.5`	indirecta
npm	glob-parent	`5.1.2`	indirecta
npm	globby	`14.1.0`	indirecta
npm	graceful-fs	`4.2.11`	indirecta
npm	https-proxy-agent	`7.0.6`	indirecta
npm	ignore	`7.0.5`	indirecta
npm	ignore-by-default	`2.1.0`	indirecta
npm	imurmurhash	`0.1.4`	indirecta
npm	indent-string	`5.0.0`	indirecta
npm	irregular-plurals	`3.5.0`	indirecta
npm	is-extglob	`2.1.1`	indirecta
npm	is-fullwidth-code-point	`3.0.0`	indirecta
npm	is-fullwidth-code-point	`4.0.0`	indirecta
npm	is-glob	`4.0.3`	indirecta
npm	is-number	`7.0.0`	indirecta
npm	is-plain-object	`5.0.0`	indirecta
npm	is-promise	`4.0.0`	indirecta
npm	is-unicode-supported	`2.1.0`	indirecta
npm	isexe	`2.0.0`	indirecta
npm	jackspeak	`3.4.3`	indirecta
npm	js-string-escape	`1.0.1`	indirecta
npm	js-yaml	`3.14.1`	indirecta
npm	load-json-file	`7.0.1`	indirecta
npm	lodash	`4.17.21`	indirecta
npm	lru-cache	`10.4.3`	indirecta
npm	matcher	`5.0.0`	indirecta
npm	md5-hex	`3.0.1`	indirecta
npm	memoize	`10.1.0`	indirecta
npm	merge2	`1.4.1`	indirecta
npm	micromatch	`4.0.8`	indirecta
npm	mimic-function	`5.0.1`	indirecta
npm	minimatch	`9.0.5`	indirecta
npm	minipass	`7.1.2`	indirecta
npm	minizlib	`3.0.2`	indirecta
npm	mkdirp	`3.0.1`	indirecta
npm	ms	`2.1.3`	indirecta
npm	node-fetch	`2.7.0`	indirecta
npm	node-gyp-build	`4.8.4`	indirecta
npm	nofilter	`3.1.0`	indirecta
npm	nopt	`8.1.0`	indirecta
npm	p-map	`7.0.3`	indirecta
npm	package-config	`5.0.0`	indirecta
npm	package-json-from-dist	`1.0.1`	indirecta
npm	parse-ms	`4.0.0`	indirecta
npm	path-key	`3.1.1`	indirecta
npm	path-scurry	`1.11.1`	indirecta
npm	path-type	`6.0.0`	indirecta
npm	picomatch	`2.3.1`	indirecta
npm	picomatch	`4.0.3`	indirecta
npm	plur	`5.1.0`	indirecta
npm	pretty-ms	`9.2.0`	indirecta
npm	queue-microtask	`1.2.3`	indirecta
npm	require-directory	`2.1.1`	indirecta
npm	resolve-cwd	`3.0.0`	indirecta
npm	resolve-from	`5.0.0`	indirecta
npm	reusify	`1.1.0`	indirecta
npm	run-parallel	`1.2.0`	indirecta
npm	semver	`7.7.2`	indirecta
npm	serialize-error	`7.0.1`	indirecta
npm	shebang-command	`2.0.0`	indirecta
npm	shebang-regex	`3.0.0`	indirecta
npm	signal-exit	`4.1.0`	indirecta
npm	slash	`5.1.0`	indirecta
npm	slice-ansi	`5.0.0`	indirecta
npm	sprintf-js	`1.0.3`	indirecta
npm	stack-utils	`2.0.6`	indirecta
npm	string-width	`5.1.2`	indirecta
npm	string-width	`7.2.0`	indirecta
npm	string-width-cjs	`4.2.3`	indirecta
npm	strip-ansi	`7.1.0`	indirecta
npm	strip-ansi-cjs	`6.0.1`	indirecta
npm	supertap	`3.0.1`	indirecta
npm	tar	`7.4.3`	indirecta
npm	temp-dir	`3.0.0`	indirecta
npm	time-zone	`1.0.0`	indirecta
npm	to-regex-range	`5.0.1`	indirecta
npm	tr46	`0.0.3`	indirecta
npm	type-fest	`0.13.1`	indirecta
npm	unicorn-magic	`0.3.0`	indirecta
npm	webidl-conversions	`3.0.1`	indirecta
npm	well-known-symbols	`2.0.0`	indirecta
npm	whatwg-url	`5.0.0`	indirecta
npm	which	`2.0.2`	indirecta
npm	wrap-ansi	`8.1.0`	indirecta
npm	wrap-ansi-cjs	`7.0.0`	indirecta
npm	write-file-atomic	`6.0.0`	indirecta
npm	y18n	`5.0.8`	indirecta
npm	yallist	`5.0.0`	indirecta
npm	yargs	`17.7.2`	indirecta
npm	yargs-parser	`21.1.1`	indirecta
PyPI	aiocontextvars	`0.2.2`	indirecta
PyPI	aiohappyeyeballs	`2.6.1`	indirecta
PyPI	aiohttp	`—`	indirecta
PyPI	aiohttp	`3.12.15`	indirecta
PyPI	aiosignal	`1.4.0`	indirecta
PyPI	annotated-types	`0.7.0`	indirecta
PyPI	anyio	`4.10.0`	indirecta
PyPI	appnope	`0.1.4`	indirecta
PyPI	async-timeout	`5.0.1`	indirecta
PyPI	attrs	`25.3.0`	indirecta
PyPI	backcall	`0.2.0`	indirecta
PyPI	backports-tarfile	`1.2.0`	indirecta
PyPI	baseten-performance-client	`0.1.11`	indirecta
PyPI	beautifulsoup4	`4.13.4`	indirecta
PyPI	bleach	`6.2.0`	indirecta
PyPI	blinker	`1.9.0`	indirecta
PyPI	botocore	`1.40.9`	indirecta
PyPI	cachetools	`5.5.2`	indirecta
PyPI	certifi	`2025.4.26`	indirecta
PyPI	certifi	`2025.8.3`	indirecta
PyPI	cffi	`2.0.0`	indirecta
PyPI	cfgv	`3.4.0`	indirecta
PyPI	charset-normalizer	`3.4.2`	indirecta
PyPI	charset-normalizer	`3.4.3`	indirecta
PyPI	colorama	`0.4.6`	indirecta
PyPI	comm	`0.2.3`	indirecta
PyPI	coverage	`6.5.0`	indirecta
PyPI	cryptography	`47.0.0`	indirecta
PyPI	cython	`3.0.5`	indirecta
PyPI	dataclasses-json	`0.5.7`	indirecta
PyPI	debugpy	`1.8.16`	indirecta
PyPI	decorator	`5.2.1`	indirecta
PyPI	defusedxml	`0.7.1`	indirecta
PyPI	distlib	`0.4.0`	indirecta
PyPI	exceptiongroup	`1.3.0`	indirecta
PyPI	fastapi	`—`	indirecta
PyPI	fastapi	`0.115.12`	indirecta
PyPI	fastapi	`0.116.1`	indirecta
PyPI	fastjsonschema	`2.21.1`	indirecta
PyPI	filelock	`3.19.1`	indirecta
PyPI	flask	`2.3.3`	indirecta
PyPI	frozenlist	`1.7.0`	indirecta
PyPI	fsspec	`2025.7.0`	indirecta
PyPI	google-api-core	`2.25.1`	indirecta
PyPI	google-auth	`2.40.3`	indirecta
PyPI	google-cloud-core	`2.4.3`	indirecta
PyPI	google-crc32c	`1.7.1`	indirecta
PyPI	google-resumable-media	`2.7.2`	indirecta
PyPI	googleapis-common-protos	`1.70.0`	indirecta
PyPI	grpcio	`1.74.0`	indirecta
PyPI	h11	`0.16.0`	indirecta
PyPI	hf-transfer	`0.1.3`	indirecta
PyPI	hf-xet	`1.1.7`	indirecta
PyPI	httpcore	`1.0.9`	indirecta
PyPI	identify	`2.6.13`	indirecta
PyPI	idna	`3.10`	indirecta
PyPI	importlib-metadata	`8.7.0`	indirecta
PyPI	iniconfig	`2.1.0`	indirecta
PyPI	ipdb	`0.13.13`	indirecta
PyPI	ipykernel	`6.30.1`	indirecta
PyPI	ipython	`7.34.0`	indirecta
PyPI	itsdangerous	`2.2.0`	indirecta
PyPI	jaraco-classes	`3.4.0`	indirecta
PyPI	jaraco-context	`6.1.1`	indirecta
PyPI	jaraco-context	`6.1.2`	indirecta
PyPI	jaraco-functools	`4.4.0`	indirecta
PyPI	jedi	`0.19.2`	indirecta
PyPI	jeepney	`0.9.0`	indirecta
PyPI	jmespath	`1.0.1`	indirecta
PyPI	joblib	`—`	indirecta
PyPI	jsonschema	`4.25.0`	indirecta
PyPI	jsonschema-specifications	`2025.4.1`	indirecta
PyPI	jupyter-client	`8.6.3`	indirecta
PyPI	jupyter-core	`5.8.1`	indirecta
PyPI	jupyterlab-pygments	`0.3.0`	indirecta
PyPI	markdown-it-py	`3.0.0`	indirecta
PyPI	markdown-it-py	`4.0.0`	indirecta
PyPI	markupsafe	`3.0.2`	indirecta
PyPI	matplotlib-inline	`0.1.7`	indirecta
PyPI	mdurl	`0.1.2`	indirecta
PyPI	mistune	`3.1.3`	indirecta
PyPI	more-itertools	`10.8.0`	indirecta
PyPI	more-itertools	`11.0.2`	indirecta
PyPI	msgpack	`1.1.1`	indirecta
PyPI	msgpack-numpy	`0.4.8`	indirecta
PyPI	multidict	`6.6.4`	indirecta
PyPI	mypy	`1.17.1`	indirecta
PyPI	mypy-extensions	`1.1.0`	indirecta
PyPI	nbclient	`0.10.2`	indirecta
PyPI	nbconvert	`7.16.6`	indirecta
PyPI	nbformat	`5.10.4`	indirecta
PyPI	nest-asyncio	`1.6.0`	indirecta
PyPI	nodeenv	`1.9.1`	indirecta
PyPI	numpy	`—`	indirecta
PyPI	numpy	`2.0.2`	indirecta
PyPI	numpy	`2.2.6`	indirecta
PyPI	numpy	`2.3.2`	indirecta
PyPI	opentelemetry-api	`—`	indirecta
PyPI	opentelemetry-api	`1.36.0`	indirecta
PyPI	opentelemetry-exporter-otlp	`—`	indirecta
PyPI	opentelemetry-exporter-otlp	`1.36.0`	indirecta
PyPI	opentelemetry-exporter-otlp-proto-common	`1.36.0`	indirecta
PyPI	opentelemetry-exporter-otlp-proto-grpc	`1.36.0`	indirecta
PyPI	opentelemetry-exporter-otlp-proto-http	`1.36.0`	indirecta
PyPI	opentelemetry-proto	`1.36.0`	indirecta
PyPI	opentelemetry-sdk	`—`	indirecta
PyPI	opentelemetry-sdk	`1.36.0`	indirecta
PyPI	opentelemetry-semantic-conventions	`0.57b0`	indirecta
PyPI	pandocfilters	`1.5.1`	indirecta
PyPI	parso	`0.8.4`	indirecta
PyPI	pexpect	`4.9.0`	indirecta
PyPI	pfzy	`0.3.4`	indirecta
PyPI	pickleshare	`0.7.5`	indirecta
PyPI	platformdirs	`4.3.8`	indirecta
PyPI	pluggy	`1.6.0`	indirecta
PyPI	pre-commit	`2.21.0`	indirecta
PyPI	prometheus-client	`—`	indirecta
PyPI	prometheus-client	`0.21.1`	indirecta
PyPI	prompt-toolkit	`3.0.51`	indirecta
PyPI	propcache	`0.3.2`	indirecta
PyPI	proto-plus	`1.26.1`	indirecta
PyPI	protobuf	`6.31.1`	indirecta
PyPI	ptyprocess	`0.7.0`	indirecta
PyPI	pyasn1	`0.6.1`	indirecta
PyPI	pyasn1-modules	`0.4.2`	indirecta
PyPI	pycparser	`2.22`	indirecta
PyPI	pydantic-core	`2.33.2`	indirecta
PyPI	pygments	`2.19.2`	indirecta
PyPI	pytest	`7.2.0`	indirecta
PyPI	pytest-asyncio	`0.23.8`	indirecta
PyPI	pytest-check	`2.5.3`	indirecta
PyPI	pytest-cov	`3.0.0`	indirecta
PyPI	pytest-split	`0.10.0`	indirecta
PyPI	python-dateutil	`2.9.0.post0`	indirecta
PyPI	pytzdata	`—`	indirecta
PyPI	pywin32	`311`	indirecta
PyPI	pywin32-ctypes	`0.2.3`	indirecta
PyPI	pyyaml-ft	`8.0.0`	indirecta
PyPI	pyzmq	`27.0.1`	indirecta
PyPI	referencing	`0.36.2`	indirecta
PyPI	requests-mock	`1.12.1`	indirecta
PyPI	rpds-py	`0.27.0`	indirecta
PyPI	rsa	`4.9.1`	indirecta
PyPI	s3transfer	`0.13.1`	indirecta
PyPI	secretstorage	`3.3.3`	indirecta
PyPI	secretstorage	`3.5.0`	indirecta
PyPI	setuptools	`80.9.0`	indirecta
PyPI	setuptools	`81.0.0`	indirecta
PyPI	six	`1.17.0`	indirecta
PyPI	sniffio	`1.3.1`	indirecta
PyPI	soupsieve	`2.7`	indirecta
PyPI	starlette	`0.47.2`	indirecta
PyPI	supervisor	`4.2.5`	indirecta
PyPI	tinycss2	`1.4.0`	indirecta
PyPI	tomli	`2.2.1`	indirecta
PyPI	torch	`—`	indirecta
PyPI	tornado	`6.5.2`	indirecta
PyPI	tqdm	`4.67.1`	indirecta
PyPI	traitlets	`5.14.3`	indirecta
PyPI	truss	`0.11.27rc3`	indirecta
PyPI	truss	`0.18.24`	indirecta
PyPI	types-aiofiles	`24.1.0.20250809`	indirecta
PyPI	types-python-dateutil	`2.9.0.20250822`	indirecta
PyPI	types-pyyaml	`6.0.12.20250809`	indirecta
PyPI	types-requests	`2.31.0.2`	indirecta
PyPI	types-setuptools	`69.5.0.20240522`	indirecta
PyPI	types-urllib3	`1.26.25.14`	indirecta
PyPI	typing-extensions	`4.14.1`	indirecta
PyPI	typing-inspection	`0.4.1`	indirecta
PyPI	urllib3	`1.26.20`	indirecta
PyPI	urllib3	`2.2.3`	indirecta
PyPI	urllib3	`2.4.0`	indirecta
PyPI	urllib3	`2.5.0`	indirecta
PyPI	uvicorn	`—`	indirecta
PyPI	uvicorn	`0.34.2`	indirecta
PyPI	uvicorn	`0.35.0`	indirecta
PyPI	uvloop	`—`	indirecta
PyPI	uvloop	`0.21.0`	indirecta
PyPI	virtualenv	`20.34.0`	indirecta
PyPI	wcwidth	`0.2.13`	indirecta
PyPI	webencodings	`0.5.1`	indirecta
PyPI	websockets	`—`	indirecta
PyPI	websockets	`15.0.1`	indirecta
PyPI	werkzeug	`3.1.3`	indirecta
PyPI	win32-setctime	`1.2.0`	indirecta
PyPI	wsproto	`1.2.0`	indirecta
PyPI	yarl	`1.20.1`	indirecta
PyPI	zipp	`3.23.0`	indirecta

Avisos de dependencias 51

Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 804 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 51 tienen avisos conocidos, de los cuales 9 son directas. 43 no pudieron evaluarse: sin versión resuelta, ecosistema no admitido, o fuera de la lista de paquetes informada.

Paquete	Versión	Relación	Gravedad	Avisos	Corregido en
aiohttp	`3.12.15`	indirecta	crítica	58	`3.14.1`
openssl	`0.10.75`	indirecta	crítica	8	`0.10.80`
click	`8.1.8`	directa	alta	1	`8.3.3`
click	`8.2.1`	directa	alta	1	`8.3.3`
pyo3	`0.24.2`	directa	alta	4	`0.29.0`
brace-expansion	`2.0.2`	indirecta	alta	3	`5.0.8`
cryptography	`47.0.0`	indirecta	alta	1	`48.0.1`
glob	`10.4.5`	indirecta	alta	1	`11.1.0`
js-yaml	`3.14.1`	indirecta	alta	3	`4.3.0`
lodash	`4.17.21`	indirecta	alta	3	`4.18.0`
minimatch	`9.0.5`	indirecta	alta	3	`10.2.3`
mistune	`3.1.3`	indirecta	alta	30	`3.3.0`
msgpack	`1.1.1`	indirecta	alta	1	`1.2.1`
picomatch	`2.3.1`	indirecta	alta	2	`4.0.4`
picomatch	`4.0.3`	indirecta	alta	2	`4.0.4`
protobuf	`6.31.1`	indirecta	alta	2	`6.33.5`
pyasn1	`0.6.1`	indirecta	alta	9	`0.6.4`
quick-xml	`0.38.0`	indirecta	alta	2	`0.41.0`
quinn-proto	`0.11.12`	indirecta	alta	4	`0.11.15`
rustls-webpki	`0.102.8`	indirecta	alta	8	`0.104.0-alpha.7`
soupsieve	`2.7`	indirecta	alta	4	`2.8.4`
starlette	`0.47.2`	indirecta	alta	12	`1.3.1`
tar	`7.4.3`	indirecta	alta	12	`7.5.21`
tornado	`6.5.2`	indirecta	alta	18	`6.5.7`
urllib3	`1.26.20`	indirecta	alta	10	`2.7.0`
urllib3	`2.2.3`	indirecta	alta	12	`2.7.0`
urllib3	`2.4.0`	indirecta	alta	12	`2.7.0`
urllib3	`2.5.0`	indirecta	alta	8	`2.7.0`
bytes	`1.10.0`	directa	moderada	2	`1.11.1`
requests	`2.32.4`	directa	moderada	2	`2.33.0`
bleach	`6.2.0`	indirecta	moderada	2	`6.4.0`
filelock	`3.19.1`	indirecta	moderada	4	`3.20.3`
flask	`2.3.3`	indirecta	moderada	2	`3.1.3`
idna	`3.10`	indirecta	moderada	2	`3.15`
ipython	`7.34.0`	indirecta	moderada	2	`8.10.0`
nbconvert	`7.16.6`	indirecta	moderada	6	`7.17.1`
pytest	`7.2.0`	indirecta	moderada	2	`9.0.3`
setuptools	`80.9.0`	indirecta	moderada	2	`83.0.0`
setuptools	`81.0.0`	indirecta	moderada	2	`83.0.0`
virtualenv	`20.34.0`	indirecta	moderada	2	`20.36.1`
werkzeug	`3.1.3`	indirecta	moderada	6	`3.1.6`
rand	`0.9.0`	directa	baja	2	`0.10.1`
rand	`0.9.2`	directa	baja	2	`0.10.1`
pygments	`2.19.2`	indirecta	baja	2	`2.20.0`
anyhow	`1.0.95`	directa	desconocida	1	`1.0.103`
memmap2	`0.9.7`	directa	desconocida	1	`0.9.11`
crossbeam-epoch	`0.9.18`	indirecta	desconocida	1	`0.9.20`
number_prefix	`0.4.0`	indirecta	desconocida	1	—
paste	`1.0.15`	indirecta	desconocida	1	—
rustls-pemfile	`2.2.0`	indirecta	desconocida	1	—
scc	`2.4.0`	indirecta	desconocida	1	`3.8.4`

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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          "kind": "patch",
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          "kind": "patch",
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        },
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        },
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          "tag": "v0.18.15",
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        },
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          "tag": "v0.18.14",
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        },
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          "tag": "v0.18.12",
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        },
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          "tag": "v0.18.11",
          "kind": "patch",
          "published_at": "2026-06-16T02:15:45Z"
        },
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          "tag": "v0.18.10",
          "kind": "patch",
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        },
        {
          "tag": "v0.18.9",
          "kind": "patch",
          "published_at": "2026-06-11T19:14:59Z"
        },
        {
          "tag": "v0.18.8",
          "kind": "patch",
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        },
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          "tag": "v0.18.7",
          "kind": "patch",
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        },
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        },
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        },
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          "kind": "other",
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        },
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          "tag": "v0.18.4",
          "kind": "patch",
          "published_at": "2026-06-02T21:59:45Z"
        },
        {
          "tag": "v0.18.4rc0",
          "kind": "other",
          "published_at": "2026-05-30T01:00:03Z"
        },
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          "tag": "v0.18.3rc500",
          "kind": "other",
          "published_at": "2026-05-29T00:46:52Z"
        },
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          "tag": "v0.18.3",
          "kind": "patch",
          "published_at": "2026-05-21T16:14:15Z"
        },
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          "tag": "v0.18.2",
          "kind": "patch",
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        },
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        },
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          "kind": "patch",
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        {
          "tag": "v0.17.3rc5",
          "kind": "other",
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          "kind": "minor",
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          "kind": "patch",
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        },
        {
          "tag": "v0.15.9rc1",
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        },
        {
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        },
        {
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        },
        {
          "tag": "v0.15.8rc3",
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        },
        {
          "tag": "v0.15.8rc2",
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        },
        {
          "tag": "v0.15.8rc1",
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        },
        {
          "tag": "v0.15.7",
          "kind": "patch",
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        },
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          "tag": "v0.15.6",
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        },
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          "tag": "v0.15.5",
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        },
        {
          "tag": "v0.15.5rc1",
          "kind": "other",
          "published_at": "2026-03-11T13:54:15Z"
        },
        {
          "tag": "v0.15.3rc3",
          "kind": "other",
          "published_at": "2026-03-10T23:04:56Z"
        },
        {
          "tag": "v0.15.3rc2",
          "kind": "other",
          "published_at": "2026-03-10T21:11:56Z"
        },
        {
          "tag": "v0.15.4",
          "kind": "patch",
          "published_at": "2026-03-10T15:09:16Z"
        },
        {
          "tag": "v0.15.3rc1",
          "kind": "other",
          "published_at": "2026-03-10T05:31:11Z"
        },
        {
          "tag": "v0.15.3",
          "kind": "patch",
          "published_at": "2026-03-09T19:17:12Z"
        },
        {
          "tag": "v0.15.2",
          "kind": "patch",
          "published_at": "2026-03-07T00:02:53Z"
        },
        {
          "tag": "v0.15.2rc2",
          "kind": "other",
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        },
        {
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        {
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          "kind": "patch",
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        },
        {
          "tag": "v0.15.0",
          "kind": "minor",
          "published_at": "2026-03-04T16:42:32Z"
        },
        {
          "tag": "v0.14.3rc4",
          "kind": "other",
          "published_at": "2026-03-02T23:56:16Z"
        },
        {
          "tag": "v0.14.3rc3",
          "kind": "other",
          "published_at": "2026-03-02T19:00:59Z"
        },
        {
          "tag": "v0.14.3rc2",
          "kind": "other",
          "published_at": "2026-03-02T17:21:02Z"
        },
        {
          "tag": "v0.14.3rc1",
          "kind": "other",
          "published_at": "2026-02-27T00:30:12Z"
        },
        {
          "tag": "v0.14.2",
          "kind": "patch",
          "published_at": "2026-02-26T22:22:46Z"
        },
        {
          "tag": "v0.14.2rc3",
          "kind": "other",
          "published_at": "2026-02-26T00:15:47Z"
        },
        {
          "tag": "v0.14.2rc2",
          "kind": "other",
          "published_at": "2026-02-25T23:04:46Z"
        },
        {
          "tag": "v0.14.2rc1",
          "kind": "other",
          "published_at": "2026-02-25T22:54:29Z"
        },
        {
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          "body": "On macOS, python.org installs ship with an empty SSL trust store until\n'Install Certificates.command' is run, so the SSH proxy script fails at\nfirst use with a raw CERTIFICATE_VERIFY_FAILED traceback (SEC-947).\n\nCatch SSLCertVerificationError in both TLS paths of proxy_command.py\nand print a one-line message naming the interpreter and linking to the\ntroubleshooting docs (install certs, or re-run setup with --python).",
          "is_bot": false,
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          "body": "… (#2584)\n\n* feat(loops): rename usage 'Since' column to 'Created'\n\nThe column shows the allocation's creation timestamp, so 'Created' is clearer\nthan 'Since'.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n* feat(loops): collapse usage statuses to UI buckets\n\nMirror truss lo\n[…]\nr set so the summary and\nthe status labels agree.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "Polish truss loops usage display: Created column + collapsed statuses…",
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          "headline": "Add request backpressure policy to truss (#2582)",
          "author_name": "Tal Yaacovi",
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          "body": "* Add `truss loops usage` command for Loops GPU capacity\n\nAdds an org GPU-capacity view for Loops, one row per deployment keyed by\nits active run. Shows trainer and sampler GPU allocations and statuses,\nwith a summary line aggregating GPUs in use vs scaled to zero.\n\nFlags:\n- default: org-wide (with \n[…]\nuns-list views keep 'Run ID' (each row is a run).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "Add `truss loops usage` command for Loops GPU capacity (#2578)",
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          "is_bot": false,
          "headline": "Support deploying Loops checkpoints by name (#2576)",
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          "body": "`truss loops view` is now the run list. Mark `truss loops runs view`\ndeprecated: [DEPRECATED] in its help and a yellow runtime notice pointing to\n`truss loops view`. It still works (including its --run-id/--base-model\nfilters) so existing usage keeps functioning.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Deprecate `truss loops runs view` in favor of `truss loops view` (#2577)",
          "author_name": "samiksha",
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          "body": "* Make `truss loops view` run-focused\n\n`truss loops view` now lists Loops runs keyed by run ID, with a single\nrun-level status, instead of listing deployments with their sampler\ncolumns. Columns are: Run ID, Base Model, Status, Created At.\n\n- Reads from the runs endpoint (list_loops_runs) and displa\n[…]\n tolerance (and its test) and just read the name.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Make `truss loops view` run-focused (#2569)",
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          "body": "* Make `truss loops deactivate` run-id-focused\n\nKey `truss loops deactivate` by RUN_ID instead of a deployment id, so the\ncommand matches how users identify Loops work everywhere else. The argument,\nconfirmation prompt, help text, and success message now all speak in terms of\nruns, and the help poin\n[…]\noyment route. Removes the fallback and its tests.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Make `truss loops deactivate` run-id-focused (#2571)",
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          "body": "`truss loops checkpoints deploy` (and the shared `truss train\ndeploy_checkpoints`) fell into InquirerPy prompts for missing values even\nin a non-TTY or under `--non-interactive`, crashing with an opaque\nOSError/EOFError instead of a clear error.\n\nAdd a `_guard_interactive` helper that raises a clear\n[…]\ny reachable prompt site in the deploy flow (model name,\ncheckpoint selection, compute/accelerator, base model id, HF secret name).\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fail fast in checkpoint deploy when non-interactive (#2573)",
          "author_name": "samiksha",
          "author_login": "spal1",
          "committed_at": "2026-07-23T18:44:02Z",
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        },
        {
          "oid": "ba74143900ebcc03305eb3ab7e0f754cab9747c6",
          "body": "* Make `truss loops logs` run-id focused\n\nReplace the mutually-exclusive `--loops-deployment-id` /\n`--sampler-deployment-id` flags on `truss loops logs` with a single\n`RUN_ID` positional argument plus a `--sampler` flag. Users no longer\nneed to know raw deployment ids: a run has two halves with sepa\n[…]\nts \"trainer logs\" — parallel with \"sampler logs\".\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Make `truss loops logs` run-id focused (#2570)",
          "author_name": "samiksha",
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          "committed_at": "2026-07-23T18:28:30Z",
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          "body": "Release 0.18.23",
          "is_bot": false,
          "headline": "Merge pull request #2568 from basetenlabs/bump-version-0.18.23",
          "author_name": "Sidharth Shanker",
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          "headline": "Bump version to 0.18.23",
          "author_name": "basetenbot",
          "author_login": "basetenbot",
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          "headline": "Add GB300. (#2567)",
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          "body": "…0ms (#2565)\n\n* perf(client): lower min request timeout to 100ms and hedge delay to 45ms\n\n- MIN_REQUEST_TIMEOUT_S: 0.5 -> 0.1 (applies to per-request and total timeout)\n- MIN_HEDGE_DELAY_S: 0.2 -> 0.045\n\n* docs(client): update README for 0.1.12 and lowered hedge delay floor\n\n- Bump example Cargo dep version 0.1.11 -> 0.1.12\n- hedge_delay minimum 0.2s -> 0.045s in two doc locations",
          "is_bot": false,
          "headline": "perf(client): lower min request timeout to 100ms and hedge delay to 6…",
          "author_name": "Michael Feil",
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          "headline": "Add TRUSS_NO_UPDATE_CHECK env var to skip update check (#2561)",
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          "committed_at": "2026-07-20T20:50:30Z",
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          "body": "Release 0.18.22",
          "is_bot": false,
          "headline": "Merge pull request #2560 from basetenlabs/bump-version-0.18.22",
          "author_name": "William-Gao1",
          "author_login": "William-Gao1",
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          "headline": "Merge branch 'release' into bump-version-0.18.22",
          "author_name": "William-Gao1",
          "author_login": "William-Gao1",
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          "is_bot": false,
          "headline": "Bump version to 0.18.22",
          "author_name": "basetenbot",
          "author_login": "basetenbot",
          "committed_at": "2026-07-17T12:11:28Z",
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        {
          "oid": "c11ceaa5e0c4178bd320dd11f786503cd5881d32",
          "body": "The workstation command always hit the default-team upsert endpoint\n(POST /v1/training_projects), which 403s for API keys scoped to a\nnon-default team. Resolve the team the same way train push does\n(--team flag, .trussrc remote team fallback, auto-pick when the user\nhas exactly one team, prompt otherwise) and route the upsert through\nthe team-scoped endpoint via a new team_id param on public_api.push.",
          "is_bot": false,
          "headline": "feat(cli/train): add --team support to truss train workstation (#2558)",
          "author_name": "William-Gao1",
          "author_login": "William-Gao1",
          "committed_at": "2026-07-16T23:56:32Z",
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          "body": null,
          "is_bot": false,
          "headline": "Support msgpack response decoding (#2556)",
          "author_name": "Michael Feil",
          "author_login": "michaelfeil",
          "committed_at": "2026-07-16T20:59:54Z",
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          "body": "…2551)",
          "is_bot": false,
          "headline": "fix(server): decode byte chunks in the gathered generator response (#…",
          "author_name": "Enes Yilmaz",
          "author_login": "EnesYilmazcode",
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          "is_bot": false,
          "headline": "oidc: truss CLI change (#2550)",
          "author_name": "MarkGotesman",
          "author_login": "MarkGotesman",
          "committed_at": "2026-07-16T18:44:04Z",
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          "body": "Release 0.18.21",
          "is_bot": false,
          "headline": "Merge pull request #2555 from basetenlabs/bump-version-0.18.21",
          "author_name": "Deepak Nagaraj",
          "author_login": "ndeepak-baseten",
          "committed_at": "2026-07-16T18:33:58Z",
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        {
          "oid": "16edcf68d6676afa2f34aaf95da6c24d0d8de5ca",
          "body": "* Enable zstd decompression in performance client\n\n* Update Node Docker CI Rust toolchain\n\n* Bump performance client version to 0.1.10",
          "is_bot": false,
          "headline": "[codex] Enable zstd decompression in performance client + fix ci (#2554)",
          "author_name": "Michael Feil",
          "author_login": "michaelfeil",
          "committed_at": "2026-07-16T18:07:43Z",
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          "oid": "ffd03db61e926e54f2142456aa4f61fe62651b1b",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.18.21",
          "author_name": "basetenbot",
          "author_login": "basetenbot",
          "committed_at": "2026-07-16T17:08:33Z",
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        {
          "oid": "58b866f32f5658b2dac1cac68e5cbb2d18af3bf8",
          "body": "…(RUN-564) (#2552)\n\n* fix(image_builder): stop corrupting slim SERVER_START_CMD ENV values (RUN-564)\n\ntojson escapes ' < > & to \\uXXXX; Dockerfile ENV keeps those verbatim\n(only JSON exec-form instructions decode them), so any start_command\nwith those characters was baked corrupted. Quote the ENV va\n[…]\nsor.com>\n\n* fix: reject CR line breaks and stop echoing ENV value in error (Copilot review)\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix(image_builder): stop corrupting slim SERVER_START_CMD ENV values …",
          "author_name": "Deepak Nagaraj",
          "author_login": "ndeepak-baseten",
          "committed_at": "2026-07-15T22:13:04Z",
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        },
        {
          "oid": "1695e09731a3a9f6bd6dc93ef2ef03bbddfaf054",
          "body": "…2547)\n\nReplace the single Usage column in `truss train capacity view` (org and\nteam tables) with On-Demand and Spot columns, reading the backend's new\ndedicated_usage_count / spot_usage_count fields. Under baseline/peak\nbanding spot bursts into the peak and can push total usage above the\nlimit, whi\n[…]\nbackend omits the breakdown; `_usage_split` falls back to\nshowing the total under On-Demand so the view still reflects real usage.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(cli/train): split capacity view usage into On-Demand and Spot (#…",
          "author_name": "John T",
          "author_login": "johnnt849",
          "committed_at": "2026-07-15T16:28:31Z",
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        },
        {
          "oid": "977ac7e39d4af60463450cc0afdccd481163a37e",
          "body": "* fix(ci): pin apt mirror for integration test image builds\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* fix(tests): make graceful-shutdown timeout patch robust to constant changes\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* fix(tests): poll for server availability in failed-load sche\n[…]\nursor <cursoragent@cursor.com>\n\n* Fix termination test port race; free CI runner disk space\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix(ci): pin apt mirror for integration test image builds (#2549)",
          "author_name": "Deepak Nagaraj",
          "author_login": "ndeepak-baseten",
          "committed_at": "2026-07-14T21:34:16Z",
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        },
        {
          "oid": "236e166b201b6a549554bf39ab162cc0faf01204",
          "body": "…#2520)\n\n* Add AvailabilityModel to job Compute\n\n* feat(cli/train): add --spot flag to truss train push (#2522)\n\nAdds a --spot flag to `truss train push` that forces the job onto\ninterruptible spot capacity, overriding compute.availability_model from\nthe config (flag takes priority). Threaded throug\n[…]\nicit 'dedicated', so warning on every\n--spot would fire on the common path.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(train): support availability_model (spot/dedicated) on compute (…",
          "author_name": "John T",
          "author_login": "johnnt849",
          "committed_at": "2026-07-14T20:05:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "858e624bdc2a2a34930299624590f780cadd95f3",
          "body": "Release 0.18.20",
          "is_bot": false,
          "headline": "Merge pull request #2548 from basetenlabs/bump-version-0.18.20",
          "author_name": "Deepak Nagaraj",
          "author_login": "ndeepak-baseten",
          "committed_at": "2026-07-14T17:05:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7aaac4db3618c1999570fea4f22d0188a09cd716",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.18.20",
          "author_name": "basetenbot",
          "author_login": "basetenbot",
          "committed_at": "2026-07-14T16:26:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c113dcdd05c7151c95c64a0e2c0c86766188c34",
          "body": "…r (#2546)\n\nThe docker_server image deleted /etc/nginx/sites-enabled/default in a\nseparate RUN, emitting an overlayfs whiteout for it. Whiteouts over\nFUSE-backed lower layers can be mishandled (listed in readdir but ENOENT\non open), which breaks nginx's `include sites-enabled/*` glob. Removing\nthe file in the same RUN that installs nginx keeps it out of every\ncommitted layer, so no whiteout is produced.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix(image_builder): fold nginx default-site removal into install laye…",
          "author_name": "Deepak Nagaraj",
          "author_login": "ndeepak-baseten",
          "committed_at": "2026-07-14T04:07:15Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c5ad35c2115f8425a7f62857b480b24ddfdcb0a5",
          "body": "Release 0.18.19",
          "is_bot": false,
          "headline": "Merge pull request #2541 from basetenlabs/bump-version-0.18.19",
          "author_name": "Sanjan Das",
          "author_login": "Sanjan611",
          "committed_at": "2026-07-10T19:44:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1cb90037d4d9e5f8ee894a3f8b59fa56e2c3361f",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.18.19",
          "author_name": "basetenbot",
          "author_login": "basetenbot",
          "committed_at": "2026-07-10T19:16:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e73ce9771978ecc2a89162f51c17981b40e16c57",
          "body": "Add CoreWeave AI Object Storage (cw://) as a supported weights source\nscheme, alongside s3://, gs://, azure://, and r2://. CoreWeave is\nS3-compatible with a single global endpoint, so a cw:// source looks\nlike cw://bucket/path (no account id, no @revision) and reuses the\nexisting cloud-storage bucke\n[…]\nrce field description, chains\n  AssetSpec docstring, and regenerate config.schema.json.\n- Add unit tests matching the r2:// cases.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: support cw:// (CoreWeave) weights source scheme (#2536)",
          "author_name": "Sanjan Das",
          "author_login": "Sanjan611",
          "committed_at": "2026-07-10T18:33:45Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "14cece4a4ae461965f25b15a1939777be43f3506",
          "body": "Teams have no baseline concept, so the always-zero Baseline column in\nthe Team Training GPU Capacity table was misleading. Remove it from the\nteam table (Team, GPU Type, Limit, Usage); the org-level table's\nbaseline is real and stays.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(cli/train): drop Baseline column from team capacity view (#2539)",
          "author_name": "John T",
          "author_login": "johnnt849",
          "committed_at": "2026-07-09T21:02:48Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "66bf77362802147348909e9f8416a3e3fc634464",
          "body": "Release 0.18.18",
          "is_bot": false,
          "headline": "Merge pull request #2535 from basetenlabs/bump-version-0.18.18",
          "author_name": "Chad Retz",
          "author_login": "cretz",
          "committed_at": "2026-07-06T22:06:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6806e1b76f24cfbf7f53041c09ca03d576a0368a",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.18.18",
          "author_name": "basetenbot",
          "author_login": "basetenbot",
          "committed_at": "2026-07-06T19:57:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0473a16aaf9e4864bbbf9a233bef2c6872e7f84",
          "body": "…ed (#2530)",
          "is_bot": false,
          "headline": "Namespace runtime server packages to avoid shadowing user common/shar…",
          "author_name": "Chad Retz",
          "author_login": "cretz",
          "committed_at": "2026-07-06T17:08:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ba4d51fb5b1faff1d48f28db2b74423e6e18467",
          "body": null,
          "is_bot": false,
          "headline": "fix(cli): enforce exactly one of predict --data/--file (#2534)",
          "author_name": "Nishchay Mahor",
          "author_login": "NishchayMahor",
          "committed_at": "2026-07-06T14:31:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0324d57cf3c9fd5550c50040af01146b3113d2a",
          "body": "`truss train capacity view` only rendered org-level GPU capacity, so\nafter `capacity update` set a team's ceiling there was no CLI way to\nread it back. The GET v1/training/capacity endpoint already returns\n`team_gpu_capacities`, so this surfaces them in a second table.\n\nget_training_capacity now ret\n[…]\nad (it had a\nsingle caller) and display_training_capacity renders an org table and,\nwhen present, a team table with a Team column.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(cli/train): show team capacities in capacity view (#2533)",
          "author_name": "John T",
          "author_login": "johnnt849",
          "committed_at": "2026-07-03T01:22:08Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9ba20408fcff1c618d6f4ab19d7cdb689be4670e",
          "body": "* feat(cli/train): support setting team GPU capacity\n\nExtends `truss train capacity` with --team, --gpu-type, and --capacity so\norg admins can set a team's GPU capacity ceiling from the CLI, calling the\nnew team-capacity PATCH endpoint. With no flags, the command still shows\nthe existing read-only c\n[…]\n updated_capacity for clarity\n\nAddresses review nit from spal1 on PR #2531.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(cli/train): support setting team GPU capacity (#2531)",
          "author_name": "John T",
          "author_login": "johnnt849",
          "committed_at": "2026-07-03T00:22:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3963d3e5577b14906af7c3919bff52c89986fb6d",
          "body": "…529)",
          "is_bot": false,
          "headline": "Keep truss login API keys plaintext in trussrc instead of keyring (#2…",
          "author_name": "Chad Retz",
          "author_login": "cretz",
          "committed_at": "2026-07-01T13:29:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "268b8bcae0be9d12ba7255c18f3b746bfb362a56",
          "body": "…ity (#2528)",
          "is_bot": false,
          "headline": "Use pythonjsonlogger.jsonlogger for python-json-logger 2.x compatibil…",
          "author_name": "Chad Retz",
          "author_login": "cretz",
          "committed_at": "2026-06-30T18:09:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "25966639e739cf4e7c95e54f60eea9bd4113ad4c",
          "body": null,
          "is_bot": false,
          "headline": "chains: replace 'via' in run_remote and external_data docstrings (#2524)",
          "author_name": "Pat.",
          "author_login": "pat-baseten",
          "committed_at": "2026-06-29T17:29:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4fead7aaadd804ea1228ef027ac650ddc69a514c",
          "body": "* feat(cli/train): add command to update pending job priority\n\nAdds client-side support for the new backend endpoint\nPATCH /v1/training_projects/{project_id}/jobs/{job_id} which updates the\nqueue priority of a PENDING training job.\n\n- BasetenApi.update_pending_training_job_priority issues the PATCH \n[…]\ncore helper and the API request shape.\n\nTRN-1275\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* Generalize update training job function\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(cli/train): add command to update pending job priority (#2521)",
          "author_name": "John T",
          "author_login": "johnnt849",
          "committed_at": "2026-06-26T18:26:24Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e85eb9ead22392172896716b334bbd307f59825b",
          "body": "…loyments (#2523)\n\n* feat(loops): `truss loops view --org` to list the whole org's deployments\n\nAdds an --org flag to `truss loops view`: passes ?scope=org to\nGET /v1/loops/deployments and renders an Owner column (the deployment's user\nemail) so you can see who across the org is running Loops traine\n[…]\nOpus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: ShreyaRavi <10733132+ShreyaRavi@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(loops): add `truss loops view --org` to list the whole org's dep…",
          "author_name": "harrypartridge-netizen",
          "author_login": "harrypartridge-netizen",
          "committed_at": "2026-06-25T17:01:26Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c3cbaf7a2979475545be08fdde15d90874248869",
          "body": "Release 0.18.17",
          "is_bot": false,
          "headline": "Merge pull request #2518 from basetenlabs/bump-version-0.18.17",
          "author_name": "Brian Broll",
          "author_login": "brollb",
          "committed_at": "2026-06-24T16:38:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "621c8877c24c6224f72f09e1d3b5d3a5e332abf1",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.18.17",
          "author_name": "basetenbot",
          "author_login": "basetenbot",
          "committed_at": "2026-06-24T15:46:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8e9d4aef0ed3be0b46cd3f5c52855819d03cf2bf",
          "body": "`truss train stop` and `truss train stop --all` only searched ACTIVE_JOB_STATUSES,\nso pending jobs returned \"No running jobs found.\" Include QUEUED_JOB_STATUSES in\nboth searches and update the messaging accordingly.\n\nCo-authored-by: Brian Broll <brian.broll@baseten.co>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(cli/train): allow stopping queued/pending jobs (#2517)",
          "author_name": "Brian Broll",
          "author_login": "brollb",
          "committed_at": "2026-06-24T15:43:37Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "fecca4b0c3ac9360a528893ad3ef2b1a2255b0c1",
          "body": "* remove instancetype validation\n\n* should be good",
          "is_bot": false,
          "headline": "remove instance type validation from truss train workstation (#2516)",
          "author_name": "rcano-baseten",
          "author_login": "rcano-baseten",
          "committed_at": "2026-06-24T15:38:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9dd58e4bd5575747755386a8363b77c717a13525",
          "body": "… (#2514)\n\n* Hash full config for image builds, copy config.yaml as last layer\n\nStop excluding runtime fields (environment_variables, weights,\ntraining_checkpoints) from the build hash so any config change is\nreflected in the rebuild signal. clear_runtime_fields is kept as a\nno-op placeholder hook f\n[…]\n16rc0 -> 0.18.15)\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* remove the shell\n\n* remove callsite\n\n* remove callsite\n\n* more cleanup\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Hash full config for image builds; copy config.yaml as the last layer…",
          "author_name": "Amy Hu",
          "author_login": "amyhu-b10",
          "committed_at": "2026-06-23T18:55:42Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3836356497f5e1a1ede565318efca81c3d3aa583",
          "body": "Release 0.18.16",
          "is_bot": false,
          "headline": "Merge pull request #2515 from basetenlabs/bump-version-0.18.16",
          "author_name": "iancarrasco-b10",
          "author_login": "iancarrasco-b10",
          "committed_at": "2026-06-23T15:26:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "237f8bdc7af0a50ec2fae41c1ac664cd2416e52a",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.18.16",
          "author_name": "basetenbot",
          "author_login": "basetenbot",
          "committed_at": "2026-06-23T15:08:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2154e5f88518bf41dc4eb67419fa2e9b1d2c982d",
          "body": "* update chainlet status check to fix keepalive\n\n* update to use watch endpoints directly\n\n* update comment\n\n* limit scope",
          "is_bot": false,
          "headline": "fix(chains): Normalize chainlet status to fix keepalive behavior (#2511)",
          "author_name": "iancarrasco-b10",
          "author_login": "iancarrasco-b10",
          "committed_at": "2026-06-23T15:04:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40ff768070d14be237a3b81f64e447667c832062",
          "body": "Release 0.18.15",
          "is_bot": false,
          "headline": "Merge pull request #2513 from basetenlabs/bump-version-0.18.15",
          "author_name": "William-Gao1",
          "author_login": "William-Gao1",
          "committed_at": "2026-06-22T20:26:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e149840383fee5b7973b5d75810918d6c244f49f",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.18.15",
          "author_name": "basetenbot",
          "author_login": "basetenbot",
          "committed_at": "2026-06-22T20:12:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2dd26f8e20d392d136c3353c0ddb53bfdd3d4448",
          "body": "Lets training jobs load a Loops checkpoint as initial weights via\nLoopsCheckpoint.from_checkpoint(run_id, checkpoint_name, target), where\ntarget is 'trainer' (full state, default) or 'sampler' (inference\nweights). Serializes as a loops_checkpoint entry in LoadCheckpointConfig;\nthe backend resolves it to a bt://loops weight source.",
          "is_bot": false,
          "headline": "feat(truss-train): add LoopsCheckpoint to load_checkpoint config (#2509)",
          "author_name": "William-Gao1",
          "author_login": "William-Gao1",
          "committed_at": "2026-06-22T16:32:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "751120b3479e982b12495ba570aa2946ecf077fa",
          "body": "Release 0.18.14",
          "is_bot": false,
          "headline": "Merge pull request #2512 from basetenlabs/bump-version-0.18.14",
          "author_name": "Deepak Nagaraj",
          "author_login": "ndeepak-baseten",
          "committed_at": "2026-06-22T16:25:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8b5c7ce893ec448fdbe274c64dfbbac2eb6efb3",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.18.14",
          "author_name": "basetenbot",
          "author_login": "basetenbot",
          "committed_at": "2026-06-22T16:12:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e26d7b4ba8392401ed32adb7305e2cf04c531d7",
          "body": "* feat(docker_server): slim build branch (no in-image proxy)\n\nAdds a docker_server build that omits nginx and supervisord. Triggered\nby BT_USE_DOCKER_SERVER_SLIM=true. The customer's start_command runs as\nPID 1. Routing and probes are the deploying platform's responsibility.\n\nDistinct from the sidec\n[…]\nith: Cursor\n\n* refactor(docker_server): split slim-build predicate to drop redundant checks\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(docker_server): slim build branch (no in-image proxy) (#2402)",
          "author_name": "Deepak Nagaraj",
          "author_login": "ndeepak-baseten",
          "committed_at": "2026-06-22T14:35:00Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0818898d875ebd000b91f18036fbbc45b15942e0",
          "body": "… (#2508)\n\n`truss loops checkpoints deploy --run-id` listed every checkpoint for the\nrun, including trainer-target ones. Trainer checkpoints hold full training\nstate, not loadable inference weights, so they are not deployable (the\nbackend now rejects them too). Filter the interactive picker to sampl\n[…]\nror when a run has none.\n\nFiltering also removes a latent collision: a sampler and trainer\ncheckpoint can share a checkpoint_name, which would clobber each other in\nthe name->pk map the picker builds.",
          "is_bot": false,
          "headline": "fix(loops/cli): exclude trainer-target checkpoints from deploy picker…",
          "author_name": "William-Gao1",
          "author_login": "William-Gao1",
          "committed_at": "2026-06-18T01:56:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "223bfde2c855985195f9b5a8f7155febc6bbc793",
          "body": "Release 0.18.13",
          "is_bot": false,
          "headline": "Merge pull request #2507 from basetenlabs/bump-version-0.18.13",
          "author_name": "Xiaohan Zhang",
          "author_login": "XiaohanZhangCMU",
          "committed_at": "2026-06-17T11:18:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "21be2aee326032e93b7317dc47fd682379e0e088",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.18.13",
          "author_name": "basetenbot",
          "author_login": "basetenbot",
          "committed_at": "2026-06-17T04:01:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8f716ecd61df30cb560ac27d65e26ce9695b396f",
          "body": "* update\n\n* lint",
          "is_bot": false,
          "headline": "Add replicas option for Loops deployments (#2502)",
          "author_name": "Xiaohan Zhang",
          "author_login": "XiaohanZhangCMU",
          "committed_at": "2026-06-17T02:06:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "31abc84e43a2647995fe20f3a93424940f3cdf0a",
          "body": "Release 0.18.12",
          "is_bot": false,
          "headline": "Merge pull request #2506 from basetenlabs/bump-version-0.18.12",
          "author_name": "Chad Retz",
          "author_login": "cretz",
          "committed_at": "2026-06-16T15:19:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7e973f3637e8a1adaa6c23340d71cc83a1e56f05",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.18.12",
          "author_name": "basetenbot",
          "author_login": "basetenbot",
          "committed_at": "2026-06-16T15:04:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9899c8aa0cd8554498e3711196cd2ecb2fe63af4",
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                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 8 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 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "internal error: internal error: invalid Dockerfile: Syntax error - can't find = in \"app_username\". Must be of the form: name=value",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "172 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 804 resolved dependencies against OSV; 43 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 804
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 43
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 50,
            "inputs": {
              "source": "osv",
              "advisories": 283,
              "affected_packages": 51,
              "assessed_packages": 804,
              "unassessed_packages": 43,
              "affected_by_severity": "critical 2, high 26, moderate 13, low 3, unknown 7",
              "direct_affected_packages": 9
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "9 affected: click 8.1.8 (high 7.2), click 8.2.1 (high 7.2), pyo3 0.24.2 (high 7.5), +6 more",
                "points": 7.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 9,
                      "packages": "click 8.1.8 (high 7.2), click 8.2.1 (high 7.2), pyo3 0.24.2 (high 7.5)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "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": "4 advisory-carrying package(s) unaddressed past 90 days; oldest published 175 days ago",
                "points": 29.8,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 4,
                      "oldest": 175
                    }
                  }
                ],
                "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": 804,
              "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": 3
            },
            "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": 80,
        "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": 0.75,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 1448
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, 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": "75 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 75,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 91,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock",
                "uv.lock",
                "yarn.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [
                "truss-chains/truss_chains/py.typed"
              ],
              "agent_commit_share": 0.28,
              "toolchain_manifests": [
                "baseten-performance-client/Cargo.toml",
                "baseten-performance-client/core/Cargo.toml",
                "baseten-performance-client/node_bindings/Cargo.toml",
                "baseten-performance-client/python_bindings/Cargo.toml",
                "baseten-performance-client/reverse_proxy/Cargo.toml",
                "truss-transfer/Cargo.toml"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "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": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "truss-chains/truss_chains/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "truss-chains/truss_chains/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "28 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 28,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "internal error: internal error: invalid Dockerfile: Syntax error - can't find = in \"app_username\". Must be of the form: name=value",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 3005023,
              "source_files_sampled": 501,
              "oversized_source_files": 7
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (truss-chains/truss_chains/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "truss-chains/truss_chains/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "7/501 source files over 60KB",
                "points": 54.2,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 501,
                      "oversized": 7
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Could not fetch crates package 'truss_transfer' from its registry",
    "deps.dev does not index pypi:truss@0.18.24; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-29T04:24:01.597833Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/b/basetenlabs/truss.svg",
  "full_name": "basetenlabs/truss",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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 — PyPI.

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