Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 2.5.0 · 2026-08-01 15:31 UTC

grafana / agento11y

Actually Useful Agent Observability

Go · Python · TypeScriptApache-2.0★ 53 estrellas⑂ 14 forksdesde mar 2026Ver en GitHub ↗
TipoBibliotecacómo se determina

grafana/agento11y tiene un índice de salud de 77 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es AI Readiness (93/100) y la más baja, Security (19/100). Se actualizó por última vez hoy. 2 personas concentran la mayor parte del trabajo reciente.

77
global / 100
Bueno

Índice de salud del software

Las métricas se agrupan en categorías ponderadas sobre una escala estandarizada de 1 a 100. El resultado global parte de su media ponderada, calibrada contra la distribución del registro público para que las bandas tengan significado percentil; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe un límite «En riesgo» de 34.

77
Excepcional93-100El nivel más alto del registro (≈ el 5% superior); cumple prácticamente todos los criterios evaluados
Excelente80-92Sólido en todos los frentes; carencias menores
Bueno65-79Saludable; carencias limitadas y manejables
Moderado50-64Aceptable con carencias notables; se recomienda revisión
Débil35-49Debilidades sustanciales en varias áreas
En riesgo20-34Debilidades significativas; su adopción exige cautela
Crítico1-19Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

Perfil de puntuación

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

El resultado global ponderado 66 se calibra a 77 en la escala publicada del índice (calibración del registro 2026-08-02).

Titularidad

Grafana LabsOrganización
7140 seguidores587 repositorios públicosdesde abr 2014

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

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicación
Gogithub.com/grafana/agento11y/gov0.15.0-16hace 11 días
npm@grafana/agento11y0.9.015972hace 10 días
npm@grafana/agento11y-core0.9.03732hace 10 días
PyPIagento11y0.12.014042hace 4 días

Métricas por categoría

Vitalidad

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

87Excelente · 21% del índice global

Actividad de desarrollo

79Bueno
Cómo se puntúa
36/36Recencia de push — último push hace 0 días
17.3/36Cadencia de commits — 25/52 semanas con commits
18/18Volumen de commits — 628 commits en el último año
0/10OpenSSF Scorecard: Maintained — sin datos
Datos de entrada utilizados
commits_last_year628
human_commit_share0,71
days_since_last_push0
active_weeks_last_year25

Disciplina de publicación

100Excepcional
Cómo se puntúa
27/27Publica versiones — 12 versiones publicadas
36/36Recencia de las versiones — última versión hace 3 días
27/27Cadencia de publicación — una versión cada ~4,7 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count12
latest_release_tagplugins/agento11y/v0.22.0
releases_from_tagsno
days_since_latest_release3
mean_days_between_releases4,7

Comunidad y Adopción

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

52Moderado · 17% del índice global

Popularidad y adopción

37Débil
Cómo se puntúa
27.8/60Estrellas — 53 estrellas
9.3/25Forks — 14 forks
0/15Observadores — 1 observadores
Datos de entrada utilizados
forks14
stars53
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Salud de la comunidad

65Bueno
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
0/18Guía CONTRIBUTING
13.5/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readmesí
has_licensesí
readme_badges—
has_contributingno
has_issue_templateno
has_code_of_conductsí
readme_badge_services—
has_pull_request_templateno

Adopción en el ecosistema (descargas)

59Moderado
Cómo se puntúa
47/80Descargas mensuales — 3374 descargas/mes en go, npm, pypi
0/20Dependientes en el registro — no lo informa este ecosistema
Datos de entrada utilizados
packagesgithub.com/grafana/agento11y/go, @grafana/agento11y, @grafana/agento11y-core, agento11y
dependents—
ecosystemsgo, npm, pypi
total_downloads—
monthly_downloads3374
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?

71Bueno · 23% del índice global

Resiliencia de mantenedores (factor bus)

56Moderado
Cómo se puntúa
25.2/54Factor bus — la mitad de los commits recae en 2 contribuyente(s)
11.8/22.5Distribución de commits — el principal contribuyente firma el 48% de los commits
13.5/13.5Amplitud de contribuyentes — 19 contribuyentes
0/10OpenSSF Scorecard: Contributors — sin datos
Datos de entrada utilizados
bus_factor2
contributors_sampled19
top_contributor_share0,475

Capacidad de respuesta a issues y PR

57Moderado
Cómo se puntúa
16/42Resolución de issues — 38% de issues cerradas
25.1/30Aceptación de PR — 368/440 PR decididos fusionados
0/13Newcomer PR acceptance — ningún PR de un contribuyente primerizo decidido en 30 d
0/15OpenSSF Scorecard: Code-Review — sin datos
Datos de entrada utilizados
merged_prs368
open_issues13
closed_issues8
prs_merged_7d—
prs_decided_7d—
prs_merged_30d—
prs_decided_30d—
issue_closed_ratio0,381
closed_unmerged_prs72
first_time_authors_30d—
first_time_prs_merged_30d—
first_time_prs_decided_30d—
Excluidos de la puntuación (sin datos o no aplicable): newcomer_pr_acceptance. Los pesos restantes se han renormalizado.

Propiedad y custodia

80Excelente
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
25/25Alcance del propietario — 7140 seguidores de grafana
25/25Trayectoria — 587 repos públicos, cuenta de ~12 años
Datos de entrada utilizados
followers7140
owner_typeOrganization
is_verified—
owner_logingrafana
public_repos587
account_age_days4500

Mantenimiento de paquetes

100Excepcional
Cómo se puntúa
25/25Publicado y resoluble — 4 paquete(s) en go, npm, pypi
35/35Recencia de publicación — última publicación hace 4 días
20/20Historial de versiones — 16 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesgithub.com/grafana/agento11y/go, @grafana/agento11y, @grafana/agento11y-core, agento11y
ecosystemsgo, npm, pypi
any_deprecatedno
min_days_since_publish4

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

84Excelente · 19% del índice global

Prácticas de ingeniería

80Excelente
Cómo se puntúa
24/24Flujos de trabajo de CI — 11 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — .golangci.yml, biome.json, ruff.toml
0/9.6Hooks de pre-commit
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — sin datos
Datos de entrada utilizados
has_cisí
has_testssí
has_editorconfigno
has_linter_configsí
has_precommit_configno

Documentación

90Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://grafana.com/docs/grafana-cloud/observe-and-act/agent-observability/
10/10Descripción del repositorio
0/10Topics
10/10Wiki
Datos de entrada utilizados
topics—
has_wikisí
homepagehttps://grafana.com/docs/grafana-cloud/observe-and-act/agent-observability/
has_readmesí
has_docs_dirsí
has_descriptionsí

Seguridad

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

19Crítico · 16% del índice global

Postura de seguridad

1Crítico
Cómo se puntúa
0/30Política de seguridad (SECURITY.md)
0/25Configuración de Dependabot
0/25Lockfiles de dependencias — biblioteca publicada — los lockfiles son cosa de las aplicaciones, no se esperan aquí
0/20Flujo de trabajo de CodeQL
Datos de entrada utilizados
sourcefile_signals
lockfilesgo.sum, package-lock.json, pnpm-lock.yaml, uv.lock
manifestsgo/go.mod, java/build.gradle.kts, js-core/package.json, js/package.json, package.json, python/pyproject.toml, python/setup.py
has_codeql_workflowno
has_security_policyno
has_dependabot_configno
Excluidos de la puntuación (sin datos o no aplicable): Lockfiles de dependencias. Los pesos restantes se han renormalizado.

Avisos de dependencias

89Excelente
Cómo se puntúa
35/35Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido
14.4/25Dependencias indirectas libres de avisos conocidos — 1 afectados: @opentelemetry/core 2.6.0 (moderate 5.3)
40/40Sin avisos pendientes — ningún aviso lleva público más de 90 días
Datos de entrada utilizados
sourceosv
advisories1
affected_packages1
assessed_packages312
unassessed_packages0
affected_by_severitymoderate 1
direct_affected_packages0
Se cotejó el cierre de dependencias en tiempo de ejecución de npm:@grafana/agento11y@0.9.0 —lo que arrastra la instalación del paquete publicado—: 312 paquetes. 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? Tiene un peso deliberadamente pequeño (4%): las herramientas para agentes son una señal real de mantenimiento, pero un repositorio sin ninguna puede alcanzar igualmente 100/100.

93Excepcional · 4% del índice global

Contexto y guía para agentes

100Excepcional
Cómo se puntúa
45/45Instrucciones para agentes — AGENTS.md, CLAUDE.md, js/docs/providers/gemini.md
15/15Documentación legible por máquinas (llms.txt) — llms.txt presente
40/40Historial de commits legible — 71 de 71 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtsí
legible_history_share1
agent_instruction_filesAGENTS.md, CLAUDE.md, js/docs/providers/gemini.md
agent_instruction_max_bytes5023

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

91Excelente
Cómo se puntúa
18/18Arranque con un solo comando — examples/experiments/python/mise.toml, examples/python-langchain/mise.toml, mise.toml, plugins/agento11y/Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato — .golangci.yml, biome.json, ruff.toml
11/11Verificación estática de tipos — js-core/tsconfig.json, js/tsconfig.json, plugins/opencode/tsconfig.json, plugins/pi/tsconfig.json, python-frameworks/claude-agent-sdk/agento11y_claude_agent/py.typed, python-frameworks/google-adk/agento11y_google_adk/py.typed, python-frameworks/langchain/agento11y_langchain/py.typed, python-frameworks/langgraph/agento11y_langgraph/py.typed, python-frameworks/litellm/agento11y_litellm/py.typed, python-frameworks/llamaindex/agento11y_llamaindex/py.typed, python-frameworks/openai-agents/agento11y_openai_agents/py.typed, python-frameworks/pydantic-ai/agento11y_pydantic_ai/py.typed, python-frameworks/strands/agento11y_strands/py.typed, python-providers/anthropic/agento11y_anthropic/py.typed, python-providers/gemini/agento11y_gemini/py.typed, python-providers/openai/agento11y_openai/py.typed, python/agento11y/py.typed
10/10Entorno reproducible — Dockerfile, lockfile
10/10Práctica demostrada con agentes — 10 de los últimos 100 commits con autoría o crédito de agente
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — sin datos
Datos de entrada utilizados
has_nixno
has_testssí
lockfilesgo.sum, package-lock.json, pnpm-lock.yaml, uv.lock
has_dockerfilesí
typed_languagesí
bootstrap_filesexamples/experiments/python/mise.toml, examples/python-langchain/mise.toml, mise.toml, plugins/agento11y/Makefile
has_devcontainerno
has_linter_configsí
typecheck_configsjs-core/tsconfig.json, js/tsconfig.json, plugins/opencode/tsconfig.json, plugins/pi/tsconfig.json, python-frameworks/claude-agent-sdk/agento11y_claude_agent/py.typed, python-frameworks/google-adk/agento11y_google_adk/py.typed, python-frameworks/langchain/agento11y_langchain/py.typed, python-frameworks/langgraph/agento11y_langgraph/py.typed, python-frameworks/litellm/agento11y_litellm/py.typed, python-frameworks/llamaindex/agento11y_llamaindex/py.typed, python-frameworks/openai-agents/agento11y_openai_agents/py.typed, python-frameworks/pydantic-ai/agento11y_pydantic_ai/py.typed, python-frameworks/strands/agento11y_strands/py.typed, python-providers/anthropic/agento11y_anthropic/py.typed, python-providers/gemini/agento11y_gemini/py.typed, python-providers/openai/agento11y_openai/py.typed, python/agento11y/py.typed
agent_commit_share0,1
toolchain_manifestsdotnet/examples/Grafana.Agento11y.DevExEmitter/Grafana.Agento11y.DevExEmitter.csproj, dotnet/src/Grafana.Agento11y.Anthropic/Grafana.Agento11y.Anthropic.csproj, dotnet/src/Grafana.Agento11y.Gemini/Grafana.Agento11y.Gemini.csproj, dotnet/src/Grafana.Agento11y.OpenAI/Grafana.Agento11y.OpenAI.csproj, dotnet/src/Grafana.Agento11y/Grafana.Agento11y.csproj, dotnet/tests/Grafana.Agento11y.Anthropic.Tests/Grafana.Agento11y.Anthropic.Tests.csproj, dotnet/tests/Grafana.Agento11y.Gemini.Tests/Grafana.Agento11y.Gemini.Tests.csproj, dotnet/tests/Grafana.Agento11y.OpenAI.Tests/Grafana.Agento11y.OpenAI.Tests.csproj, dotnet/tests/Grafana.Agento11y.Tests/Grafana.Agento11y.Tests.csproj, examples/experiments/go/go.mod, examples/getting-started/go-hooks/go.mod, examples/getting-started/go/go.mod, go-frameworks/google-adk/go.mod, go-providers/anthropic/go.mod, go-providers/gemini/go.mod, go-providers/openai/go.mod, go/go.mod, java/benchmarks/build.gradle.kts, java/build.gradle.kts, java/core/build.gradle.kts, java/devex-emitter/build.gradle.kts, java/frameworks/google-adk/build.gradle.kts, java/providers/anthropic/build.gradle.kts, java/providers/gemini/build.gradle.kts, java/providers/openai/build.gradle.kts, plugins/agento11y/go.mod
dependency_bot_commit_share0

Legibilidad del código para modelos

99Excepcional
Cómo se puntúa
45/45Código verificable por tipos — Go (tipado estático)
53.8/55Tamaños de archivo manejables — 17/757 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageGo
largest_source_bytes236.901
source_files_sampled757
oversized_source_files17

Interfaces legibles por máquina

80Excelente
Cómo se puntúa
40/40Esquema de API (OpenAPI/GraphQL/proto) — js/proto/agento11y/v1/generation_ingest.proto, js/proto/opentelemetry/proto/collector/trace/v1/trace_service.proto, js/proto/opentelemetry/proto/common/v1/common.proto, js/proto/opentelemetry/proto/resource/v1/resource.proto, js/proto/opentelemetry/proto/trace/v1/trace.proto, proto/agento11y/v1/generation_ingest.proto
0/20Servidor MCP
40/40Ejemplos ejecutables — example, examples, notebooks
Datos de entrada utilizados
example_dirsexample, examples, notebooks
has_mcp_signalno
api_schema_filesjs/proto/agento11y/v1/generation_ingest.proto, js/proto/opentelemetry/proto/collector/trace/v1/trace_service.proto, js/proto/opentelemetry/proto/common/v1/common.proto, js/proto/opentelemetry/proto/resource/v1/resource.proto, js/proto/opentelemetry/proto/trace/v1/trace.proto, proto/agento11y/v1/generation_ingest.proto

Datos clave

53estrellas de GitHub
19contribuidores
628commits en los últimos 12 meses
0días desde el último push
12versiones publicadas
2factor bus
13issues abiertas
Go, Maven, npm, PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • OpenSSF Scorecard timed out after 240s; skipping Scorecard checks

Más detalle

Historial de estrellas y forks 0 ★ / 14 ⇿
0Estrellas
14Forks
8Versiones

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.

03581013151422026-042026-052026-07
Mayor 0Menor 0Parche 0
Dependencias directas 34
RegistroPaqueteRestricción de versiónManifiesto
Gogo.opentelemetry.io/otelv1.43.0go/go.mod
Gogo.opentelemetry.io/otel/metricv1.43.0go/go.mod
Gogo.opentelemetry.io/otel/sdkv1.43.0go/go.mod
Gogo.opentelemetry.io/otel/sdk/metricv1.43.0go/go.mod
Gogo.opentelemetry.io/otel/tracev1.43.0go/go.mod
Gogoogle.golang.org/grpcv1.82.1go/go.mod
Gogoogle.golang.org/protobufv1.36.11go/go.mod
Gogopkg.in/yaml.v3v3.0.1go/go.mod
npm@opentelemetry/api^1.9.0js-core/package.json
npm@anthropic-ai/sdk^0.91.0js/package.json
npm@google/adk^0.6.0js/package.json
npm@google/genai^1.41.0js/package.json
npm@grpc/grpc-js^1.14.4js/package.json
npm@grpc/proto-loader^0.8.0js/package.json
npm@langchain/core^1.2.1js/package.json
npm@langchain/langgraph^1.2.0js/package.json
npm@openai/agents^0.8.0js/package.json
npm@opentelemetry/api^1.9.0js/package.json
npm@opentelemetry/exporter-metrics-otlp-grpc^0.213.0js/package.json
npm@opentelemetry/exporter-metrics-otlp-http^0.213.0js/package.json
npm@opentelemetry/exporter-trace-otlp-grpc^0.213.0js/package.json
npm@opentelemetry/exporter-trace-otlp-http^0.213.0js/package.json
npm@opentelemetry/sdk-metrics^2.1.0js/package.json
npm@opentelemetry/sdk-trace-base^2.5.0js/package.json
npmllamaindex^0.12.1js/package.json
npmopenai^6.27.0js/package.json
PyPIgrpcio>=1.80.0python/pyproject.toml
PyPIprotobuf>=6.31.1python/pyproject.toml
PyPIopentelemetry-api>=1.27.0python/pyproject.toml
PyPIopentelemetry-sdk>=1.27.0python/pyproject.toml
PyPIopentelemetry-exporter-otlp-proto-grpc>=1.27.0python/pyproject.toml
PyPIopentelemetry-exporter-otlp-proto-http>=1.27.0python/pyproject.toml
PyPIopentelemetry-proto>=1.27.0python/pyproject.toml
PyPIPyYAML>=6.0.2python/pyproject.toml
Todas las dependencias 1178

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 70 paquetes directos y 1108 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
Gogo.opentelemetry.io/otelv1.43.0directa
Gogo.opentelemetry.io/otel/metricv1.43.0directa
Gogo.opentelemetry.io/otel/sdkv1.43.0directa
Gogo.opentelemetry.io/otel/sdk/metricv1.43.0directa
Gogo.opentelemetry.io/otel/tracev1.43.0directa
Gogoogle.golang.org/grpcv1.82.1directa
Gogoogle.golang.org/protobufv1.36.11directa
Gogopkg.in/yaml.v3v3.0.1directa
npm@anthropic-ai/sdk0.91.1directa
npm@anthropic-ai/sdk^0.91.0directa
npm@google/adk0.6.1directa
npm@google/adk^0.6.0directa
npm@google/genai1.47.0directa
npm@google/genai^1.41.0directa
npm@grpc/grpc-js1.14.4directa
npm@grpc/grpc-js^1.14.4directa
npm@grpc/proto-loader0.8.0directa
npm@grpc/proto-loader^0.8.0directa
npm@langchain/core1.2.1directa
npm@langchain/core^1.2.1directa
npm@langchain/langgraph1.2.6directa
npm@langchain/langgraph^1.2.0directa
npm@openai/agents0.8.2directa
npm@openai/agents^0.8.0directa
npm@opentelemetry/api1.9.1directa
npm@opentelemetry/api^1.9.0directa
npm@opentelemetry/exporter-metrics-otlp-grpc0.213.0directa
npm@opentelemetry/exporter-metrics-otlp-grpc^0.213.0directa
npm@opentelemetry/exporter-metrics-otlp-http0.213.0directa
npm@opentelemetry/exporter-metrics-otlp-http0.214.0directa
npm@opentelemetry/exporter-metrics-otlp-http0.57.2directa
npm@opentelemetry/exporter-metrics-otlp-http^0.213.0directa
npm@opentelemetry/exporter-trace-otlp-grpc0.213.0directa
npm@opentelemetry/exporter-trace-otlp-grpc^0.213.0directa
npm@opentelemetry/exporter-trace-otlp-http0.213.0directa
npm@opentelemetry/exporter-trace-otlp-http0.214.0directa
npm@opentelemetry/exporter-trace-otlp-http0.57.2directa
npm@opentelemetry/exporter-trace-otlp-http^0.213.0directa
npm@opentelemetry/sdk-metrics1.30.1directa
npm@opentelemetry/sdk-metrics2.1.0directa
npm@opentelemetry/sdk-metrics2.6.0directa
npm@opentelemetry/sdk-metrics2.6.1directa
npm@opentelemetry/sdk-metrics2.7.0directa
npm@opentelemetry/sdk-metrics^2.1.0directa
npm@opentelemetry/sdk-trace-base1.30.1directa
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Avisos de dependencias 1

Instalar npm:@grafana/agento11y@0.9.0 arrastra 312 paquetes, directos y transitivos: 1 tienen avisos conocidos, de los cuales 0 son dependencias directas.

PaqueteVersiónRelaciónGravedadAvisosCorregido en
@opentelemetry/core2.6.0indirectamoderada12.8.0

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

Informe JSON sin procesar legible por máquina
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      "created_at": "2026-03-31T20:30:04Z",
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      "description": "Actually Useful Agent Observability",
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        {
          "oid": "d9db82cfb562487b174006aabbd435d155e59278",
          "body": "…(#496)\n\nCloud trial evaluation shipped in #485 and #488 but is not in a release\nyet. Put it behind `AGENTO11Y_ENABLE_EXPERIMENTAL_FEATURES=true` so\ncallers must opt in before depending on it, and so it can change without\nbreaking anyone who did not.\n\nWithout the variable set, `Trial.Evaluate`, `Tri\n[…]\nin the\nautouse env fixture, so no existing test changed. Tests that assert the\ngate blocks a call clear the variable instead of setting it to a falsy\nvalue, so they exercise the default a caller sees.",
          "is_bot": false,
          "headline": "feat(sdk): gate cloud trial evaluation behind an experimental opt-in …",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-08-01T02:05:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6a5cc0494e9a48992f0ba5dd8abe2fcdb5b39173",
          "body": "Adds `Trial.evaluate(evaluator_id)` to the Python SDK so a trial can be\ngraded by an evaluator stored in Grafana Cloud instead of computing the\nscore locally:\n\n```python\nfrom agento11y import experiments\n\nwith experiments.experiment(name=\"Cloud evaluator run\", experiment_id=\"cloud-eval-1\") as exp:\n \n[…]\ntion.status.terminal:\n            time.sleep(2)\n            evaluation = exp.client.get_trial_evaluation(exp.experiment_id, trial_id, evaluation_id)\n        print(case_id, evaluation.status.value)\n```",
          "is_bot": false,
          "headline": "feat(sdk/python): add cloud evaluation support for experiments (#485)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-31T22:22:09Z",
          "body_truncated": true,
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        },
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          "oid": "849e3c4772063d2a73f7b502b2406142e5e428ae",
          "body": "Adds `Trial.Evaluate` to the Go SDK: it grades the conversation a trial\nis bound to with an evaluator stored in Grafana Cloud, instead of a\nscore the runner computes.\n\nExample:\n\n```go\nerr := run.WithTrial(ctx, testCase, func(ctx context.Context, trial *experiments.Trial) error {\n\tconversationID := r\n[…]\n\n\n\nRunnable example in\n[`examples/experiments/go/cloud-evaluator/`](https://github.com/grafana/agento11y/blob/ae536bf960d8036961e16f0baea046d3f63128f8/examples/experiments/go/cloud-evaluator/main.go).",
          "is_bot": false,
          "headline": "feat(sdk/go): add cloud evaluation support for experiments (#488)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-31T22:12:57Z",
          "body_truncated": true,
          "is_coding_agent": false
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          "body": "Docs: https://code.claude.com/docs/en/hooks#common-fields\n\n- `timeout`: `Seconds before canceling. ...`\n\nFixes #492",
          "is_bot": false,
          "headline": "fix(plugins/claude-code): declare hook timeouts in seconds (#493)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-31T19:13:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "992adcd8436c861d5237e3d3ce5ece1f130ea7b9",
          "body": "…local copy (#494)\n\nThe local daemon had its own copy of the `metadata_only` strip: a\nproto-level generation strip, the trace attribute keys, the exception\nevent name, error.category, and the sdk_error fallback.\n\n`buildGenerationPayload` now calls `contentcapture.StripGeneration`, and\nthe trace helpers resolve their keys through contentcapture.",
          "is_bot": false,
          "headline": "refactor(plugins/agento11y): call the SDK content strip instead of a …",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-31T18:40:44Z",
          "body_truncated": false,
          "is_coding_agent": false
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          "oid": "f37f268e20605fb93f0f11b96a5c93601e72fc12",
          "body": "Adds preflight\n[guards](https://grafana.com/docs/grafana-cloud/observe-and-act/agent-observability/guides/guards/)\nsupport to the LiteLLM adapter. A denied request gets HTTP 400 instead\nof being sent to the model.\n\nIt is a `litellm.integrations.custom_guardrail.CustomGuardrail`, so it\ninherits LiteL\n[…]\n    - agento11y_callback.agento11y_guards\n```\n\n- A timeout or an unexpected error in the guardrail follows\n`HooksConfig.fail_open` setting.\n- `transformed_input` from the evaluator is ignored for now.",
          "is_bot": false,
          "headline": "feat(python-frameworks/litellm): support preflight guards (#486)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-31T17:11:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "97bfa653b7aed23570f1ae8095bff8e6bd8e5a24",
          "body": "…package (#490)\n\nThe SDK can strip content from the Generation struct before encoding it\n(based on content capture mode).\n\nThe logic is extracted into the new `go/agento11y/contentcapture` with\nadditional tests, so that we can reuse it later in the\n`./plugins/agento11y`.",
          "is_bot": false,
          "headline": "refactor(sdk-go): move metadata_only stripping into a contentcapture …",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-31T16:12:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b284cdd6c3b96d79f4125e39e0ef866d5fe0b049",
          "body": "…es routes (#489)\n\nAdds `/v1/responses` and `/v1/messages` support to the LiteLLM handler.\n\nLiteLLM normalizes Anthropic Messages to a chat response, so it goes\nthrough the existing\nchat mappers. Responses output is mapped separately (text, reasoning,\ntool\ncalls), and its stop reason comes from `status`, like in the OpenAI\nprovider\nwrappers.",
          "is_bot": false,
          "headline": "feat(python-frameworks/litellm): support /v1/responses and /v1/messag…",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-31T14:27:09Z",
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        {
          "oid": "2d1e67eeb539ec840ce0d2fc9704ab23b100d8e7",
          "body": "`agento11y <agent> --local` now can use guards from Grafana Cloud. The\ndaemon now relays hook requests to Cloud, same as generations and OTLP\nwhen forwarding to Cloud is enabled. To make it work, all of these are\nneeded:\n\n- `AGENTO11Y_LOCAL_FORWARD=true`\n- `AGENTO11Y_GUARDS_ENABLED=true`\n- `AGENTO11Y_ENDPOINT`\n- credentials",
          "is_bot": false,
          "headline": "feat(plugins/agento11y): support Cloud guards in --local mode (#487)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-31T10:18:12Z",
          "body_truncated": false,
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          "oid": "029e3ea69e24bfc263b064f95e8153bd09e86618",
          "body": "…#484)\n\nLocal sessions keep everything on disk and send nothing to Grafana\nCloud. Enable forwarding to Cloud, which is off unless\n`AGENTO11Y_LOCAL_FORWARD` is true. Local capture always keeps full\ncontent. `AGENTO11Y_CONTENT_CAPTURE_MODE` controls only the forwarded\ncopy.\n\nForwarding is best effort and never affects the local write or the\nresponse to the agent. Configuration is re-read when `config.env`\nchanges size or mtime, so the toggle takes effect without restarting the\ndaemon.",
          "is_bot": false,
          "headline": "feat(plugins/agento11y): opt-in Cloud forwarding for local sessions (…",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-30T07:45:23Z",
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        {
          "oid": "177e863d91fd9e05df6dd4fec9bed77b1c61fe49",
          "body": "This PR contains the following updates:\n\n| Package | Change |\n[Age](https://docs.renovatebot.com/merge-confidence/) |\n[Confidence](https://docs.renovatebot.com/merge-confidence/) |\n|---|---|---|---|\n| [@google/adk](https://redirect.github.com/google/adk-js) | [`^0.5.0` →\n`^0.6.0`](https://renovatebo\n[…]\n3IiXX0=-->\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(deps): update dependency @google/adk to ^0.6.0 (#248)",
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          "author_login": "renovate-sh-app[bot]",
          "committed_at": "2026-07-29T08:37:05Z",
          "body_truncated": true,
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        {
          "oid": "ae15fd1e1ee25670f9356e706112596b367c3921",
          "body": "… (#250)\n\nThis PR contains the following updates:\n\n| Package | Change |\n[Age](https://docs.renovatebot.com/merge-confidence/) |\n[Confidence](https://docs.renovatebot.com/merge-confidence/) |\n|---|---|---|---|\n|\n[com.google.genai:google-genai](https://redirect.github.com/googleapis/java-genai)\n| `1.4\n[…]\n3IiXX0=-->\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>",
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          "headline": "fix(deps): update dependency com.google.genai:google-genai to v1.63.0…",
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          "author_login": "renovate-sh-app[bot]",
          "committed_at": "2026-07-29T08:36:28Z",
          "body_truncated": true,
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        {
          "oid": "68de1d82dd108f99cfd01bf0a1441185ef7a2a9a",
          "body": "…eason (#480)\n\n## What\n\nThe `set_result` field list in `llms.txt` showed `stop_reason` /\n`finish_reason` as if both were fields you set. Only **`stop_reason`**\nis the SDK field — verified against the proto (`stop_reason = 15` in\n`generation_ingest.proto`) and every SDK's model. `finish_reason` is th\n[…]\nationPrompt.ts`). The same fix\nis applied there in a companion PR.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(llms): clarify stop_reason is the set_result field, not finish_r…",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-29T07:26:14Z",
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          "is_coding_agent": true
        },
        {
          "oid": "f4231f5b0aa6c6bb9a575424b5fad084cce76255",
          "body": "## Plugin version bumps\n\n- @grafana/agento11y-opencode@0.16.0\n\n\n---\n\n**@grafana/agento11y-opencode**\n\n## [0.16.0] - 2026-07-28\n\n### Features\n\n- **plugins/opencode**: send the session title as conversationTitle\n(#481)\n- **plugins/opencode**: emit the subagent built-in tag (#476)\n\n### Bug Fixes\n\n- **p\n[…]\nders on teardown\n(#478)\n\nGenerated by `.github/workflows/plugins-publish.yml`.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(plugins): bump versions (minor) (#483)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-28T21:06:54Z",
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          "is_coding_agent": false
        },
        {
          "oid": "cb4cdc97f5b49bba5cb626358f713fdca887e5f1",
          "body": "Releases `plugins/agento11y/v0.22.0`.\n\n## [0.22.0] - 2026-07-28\n\n### Features\n\n- **plugins**: local viewer UI improvements (#475)\n\n---\n\nThe tag `plugins/agento11y/v0.22.0` will be created automatically by\n`tag-agento11y-on-merge.yml` when this PR merges into main.\n\nGenerated by `.github/workflows/release-agento11y.yml`.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(plugins/agento11y): release v0.22.0 (#482)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-28T21:06:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a3e7131427d726c48df4b66951b59438b9d130d6",
          "body": "…#481)\n\nSimilar to other coding agent plugins, send session title as\nconversation title.",
          "is_bot": false,
          "headline": "feat(plugins/opencode): send the session title as conversationTitle (…",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-28T20:08:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f7a21e825996ebc5290126a8416a3b13204e28c",
          "body": "…wn (#478)\n\nSpans were not flushed when opencode shut down. The disposal branch in\n`handleLifecycle` waited for the `global.disposed` event, but opencode\nsends that event only after every instance is already gone, so\n`sigil.shutdown()` and `telemetry.shutdown()` never ran.\n\nThe plugin now shuts down from opencode's `Hooks.dispose`, which the\nagent waits for.",
          "is_bot": false,
          "headline": "fix(plugins/opencode): shut down the SDK and OTel providers on teardo…",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-28T15:06:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "424abc7325a994ed53c7b507376e670c022a21d1",
          "body": "Renames the Claude Code and Codex plugin manifests: \n- marketplace `grafana-sigil` becomes `agento11y`\n- `sigil-cc` becomes `agento11y-claude-code`\n- `sigil-codex` becomes `agento11y-codex`\n\nExisting installs:\n\n- Claude Code\n[migrates](https://code.claude.com/docs/en/plugin-marketplaces#rename-or-re\n[…]\nthe marketplace `renames` map at session start, so the\nlauncher's probe treats a legacy key as installed instead of\nreinstalling on top of it.\n- Codex has no rename mechanism, so the launcher does it.",
          "is_bot": false,
          "headline": "chore(plugins): rename plugin manifests to agento11y (#479)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-28T15:06:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e3348e1f06401182980ec9c6f5e518da3d35ef7b",
          "body": "Adds the `subagent` built-in tag to the opencode plugin, matching\nclaude-code, codex, and cursor: `subagent=\"true\"` on generations from a\nsession opencode created with a parent session.\n\nAlso documents the built-in launcher tags (`cwd`, `git.branch`,\n`subagent`) in `docs/concepts/tags-and-metadata.md`.",
          "is_bot": false,
          "headline": "feat(plugins/opencode): emit the subagent built-in tag (#476)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-28T11:46:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "773726b8409642ccda170c5c97c0d8d00b1050a1",
          "body": "…477)\n\nWe renamed plugin to `grafana-agento11y-app` in\nhttps://github.com/grafana/agento11y/pull/452, but after that\nhttps://github.com/grafana/agento11y/pull/454 was merged with some old\nids. Renaming.",
          "is_bot": false,
          "headline": "chore: change grafana-sigil-app plugin id to grafana-agento11y-app (#…",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-28T11:36:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c66ab95925fbcd111491cec97137c90f5b5b2720",
          "body": "Reworks the local viewer. The sessions list is now grouped by workspace\n(the `cwd` tag) with token, cost, and cache hit tiles for the selected\ntime range, and search moves to the server.",
          "is_bot": false,
          "headline": "feat(plugins): local viewer UI improvements (#475)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-28T11:35:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f0681498677e9b8c581b88ab98e23c44765149cd",
          "body": "Remove the old unused sigil.v1 proto files.",
          "is_bot": false,
          "headline": "chore: remove old sigil/v1 protos (#474)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-28T11:20:48Z",
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          "is_coding_agent": false
        },
        {
          "oid": "549442db7661494921c79a384218ecd36e774538",
          "body": "> ℹ️ **Note**\n> \n> This PR body was truncated due to platform limits.\n\nThis PR contains the following updates:\n\n| Package | Change |\n[Age](https://docs.renovatebot.com/merge-confidence/) |\n[Confidence](https://docs.renovatebot.com/merge-confidence/) | Type |\nUpdate |\n|---|---|---|---|---|---|\n| [Sys\n[…]\n2giXX0=-->\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update dotnet monorepo (#244)",
          "author_name": "renovate-sh-app[bot]",
          "author_login": "renovate-sh-app[bot]",
          "committed_at": "2026-07-28T08:47:41Z",
          "body_truncated": true,
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        },
        {
          "oid": "9b97338c974c6cb6b761b58638feddc3ecce4ede",
          "body": "…455)\n\nThis PR contains the following updates:\n\n| Package | Change |\n[Age](https://docs.renovatebot.com/merge-confidence/) |\n[Confidence](https://docs.renovatebot.com/merge-confidence/) |\n|---|---|---|---|\n| [tar](https://redirect.github.com/isaacs/node-tar) | [`7.5.19` →\n`7.5.21`](https://renovateb\n[…]\nGNoIl19-->\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(security/medium/): update dependency tar to v7.5.21 [security] (#…",
          "author_name": "renovate-sh-app[bot]",
          "author_login": "renovate-sh-app[bot]",
          "committed_at": "2026-07-28T08:47:34Z",
          "body_truncated": true,
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        },
        {
          "oid": "b4828f99e1fbeb7c5b7c01dd2903d1e5ffd6ac6c",
          "body": "…ecurity] (#465)\n\nThis PR contains the following updates:\n\n| Package | Change |\n[Age](https://docs.renovatebot.com/merge-confidence/) |\n[Confidence](https://docs.renovatebot.com/merge-confidence/) |\n|---|---|---|---|\n|\n[brace-expansion@5](https://redirect.github.com/juliangruber/brace-expansion)\n| [\n[…]\nCJdfQ==-->\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(security/high/): update dependency brace-expansion@5 to v5.0.8 [s…",
          "author_name": "renovate-sh-app[bot]",
          "author_login": "renovate-sh-app[bot]",
          "committed_at": "2026-07-28T08:37:23Z",
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        {
          "oid": "9fb0b3c2c1294662f7d6c8c746672bf4a2ff87c1",
          "body": "## Plugin version bumps\n\n- @grafana/agento11y-pi@0.19.0\n- @grafana/agento11y-opencode@0.15.0\n\n\n---\n\n**@grafana/agento11y-pi**\n\n## [0.19.0] - 2026-07-28\n\n### Documentation\n\n- AI Observability -> Agent Observability rename (#450)\n- sigil -> agento11y rename in docs, examples and errors (#415)\n\n---\n\n**\n[…]\nmples and errors (#415)\n\nGenerated by `.github/workflows/plugins-publish.yml`.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(plugins): bump versions (minor) (#473)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-28T08:33:57Z",
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          "is_coding_agent": false
        },
        {
          "oid": "a4a64595c000dae8cc86cce3cf31bbda34524b6f",
          "body": "Releases `plugins/agento11y/v0.21.0`.\n\n## [0.21.0] - 2026-07-28\n\n### Features\n\n- **plugins**: migrate legacy sigil plugin installs to agento11y (#447)\n\n### Bug Fixes\n\n- **security/high/plugins/agento11y**: update module\ngoogle.golang.org/grpc to v1.82.1 [security] (#442)\n\n### Documentation\n\n- AI Obs\n[…]\n PR merges into main.\n\nGenerated by `.github/workflows/release-agento11y.yml`.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(plugins/agento11y): release v0.21.0 (#472)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-28T08:33:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "021b03beaeb390ca80f080a40d9268cb32e77938",
          "body": "Auto-generated by the Python SDK publish workflow.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(sdk-python): bump version to 0.12.0 (#471)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-28T08:33:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "43a1cd6422ccfc8be9b32f8a6fe7e04eec8de605",
          "body": "## Summary\n\n- add a Go prompt optimizer that hill-climbs Grafana Assistant's\nproduction unit-inference prompt over 27 labelled fixtures\n- use `agento11y/experiments` for the complete suite, trial, generation,\nscore, finalization, and report lifecycle\n- keep candidate proposal and provider calls in e\n[…]\nt was not run automatically because\ncredentials are intentionally not copied into this worktree\n\n---------\n\nCo-authored-by: Codex <codex@openai.com>\nCo-authored-by: Jack Gordley <jgordley99@gmail.com>",
          "is_bot": false,
          "headline": "feat(examples): add Go prompt optimizer (#468)",
          "author_name": "Sven Grossmann",
          "author_login": "svennergr",
          "committed_at": "2026-07-28T07:31:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "353787b1f19fcaded7923578927182ab478ec889",
          "body": "## Summary\n\nAdds `github.com/grafana/agento11y/go/agento11y/experiments`, bringing\nthe Go SDK to tracking-first feature parity with the Python experiments\nsurface.\n\n## What changed\n\n- add experiment and trial lifecycle APIs with stable resume identities,\nimmediate streaming, cleanup-safe finalizatio\n[…]\n blockers\nremain in the getting-started Go example dependency metadata, `.slnx`\nsupport in the available .NET SDK, and proto generator/cache drift.\n\n---------\n\nCo-authored-by: Codex <codex@openai.com>",
          "is_bot": false,
          "headline": "feat(experiments): add Go tracking parity (#454)",
          "author_name": "Sven Grossmann",
          "author_login": "svennergr",
          "committed_at": "2026-07-27T20:19:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e58f56825181d1a6c70646bed172f884ea544c58",
          "body": "…gent_id (#470)\n\n## Summary\n\nThe LiteLLM handler read `agent_name` from exactly one key in exactly\none dict (`litellm_params[\"metadata\"][\"agent_name\"]`). Callers behind a\nproxy who identify themselves the LiteLLM way — the `x-litellm-agent-id`\nheader, or an `agent_id` on their virtual key — matched \n[…]\ne-edit sources — neither `--reinstall-package` nor `--refresh` busted\nit, only a fresh `UV_CACHE_DIR`. CI starts cold so it is unaffected, but\nlocal runs after editing the package can test stale code.",
          "is_bot": false,
          "headline": "feat(python-frameworks/litellm)!: resolve agent_name from LiteLLM's a…",
          "author_name": "Sven Grossmann",
          "author_login": "svennergr",
          "committed_at": "2026-07-27T13:34:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "43aa8ca2596571ee7514443a917db1e5810e58a3",
          "body": "The API now reads `X-Agento11y-*` request headers and keeps the\n`X-Sigil-*` only as accepted aliases, so the SDKs move to the new names.\nTwo headers are affected:\n\n- `X-Agento11y-Hook-Timeout-Ms` on `POST /api/v1/hooks:evaluate` (Go,\nPython, JS)\n- `X-Agento11y-Ingest-Actor` on experiment ingest and lifecycle requests\n(Python)",
          "is_bot": false,
          "headline": "feat(sdk): send new X-Agento11y-* request headers (#469)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-27T13:15:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "840bedf8ba9ec7edc815eb9226e9663f28219877",
          "body": "The Grafana app plugin is renamed from grafana-sigil-app to\ngrafana-agento11y-app as part of the agento11y rename. Updated\nexperiment deep links, login prompts, and setup URLs.",
          "is_bot": false,
          "headline": "chore: update app plugin ID to grafana-agento11y-app (#452)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-27T09:45:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d5a262f60f9437b99b61abbd1e861c13523831c0",
          "body": "## Summary\n\n- add a deployable LangChain operations agent for Amazon Bedrock\nAgentCore with synthetic inventory, order, support, and returns tools\n- export model generations, tool executions, invocation traces, and\ncustom metrics to Grafana Cloud Agent Observability\n- correlate telemetry with AgentC\n[…]\n [x] `git diff --check`\n- [ ] Ruff and `agentcore validate` were unavailable locally; no\ndependencies or tools were installed solely for validation\n\n---------\n\nCo-authored-by: Codex <codex@openai.com>",
          "is_bot": false,
          "headline": "feat(examples): add Bedrock AgentCore observability demo (#467)",
          "author_name": "Sven Grossmann",
          "author_login": "svennergr",
          "committed_at": "2026-07-27T06:36:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1861f1c09f77a8fee55296c283a3013845f01f80",
          "body": "Co-authored-by: Codex <codex@openai.com>",
          "is_bot": false,
          "headline": "Correlate guard decisions with conversations (#466)",
          "author_name": "Sven Grossmann",
          "author_login": "svennergr",
          "committed_at": "2026-07-25T14:30:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7aefff46e300507733a32b68ba83b613782b7b93",
          "body": "…453)\n\n## Notes\n\nThis expands the Python Experiments SDK into a tracking-first API that\nworks with any experiment runner or benchmark framework.\n\nTest suites and platform-defined evaluators remain optional. A caller\ncan publish trials, transcripts, scores, costs, and artifacts using only\ningestion c\n[…]\nting and\nstricter suite serialization and validation\n- Canonical `AGENTO11Y_*` configuration with warnings for ignored legacy\nvariables\n\n---------\n\nCo-authored-by: Sven Grossmann <svennergr@gmail.com>",
          "is_bot": false,
          "headline": "feat(experiments): python test suite support and general hardening (#…",
          "author_name": "Jack Gordley",
          "author_login": "jgordley",
          "committed_at": "2026-07-24T17:35:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "220e6d25b87471deb759c9db6c77a030fb3a435a",
          "body": null,
          "is_bot": false,
          "headline": "chore: replace sigil mentions in the code with agento11y (#451)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-23T16:55:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3b57ed37b4f7d2d49458e6d6931732c68273f2ea",
          "body": null,
          "is_bot": false,
          "headline": "docs: AI Observability -> Agent Observability rename (#450)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-23T15:22:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1a71b70ed751624bd3b8bfd6b6845e9c243926df",
          "body": "Migrates legacy `sigil-*` plugin installs to the `agento11y` names in\nthe pi, opencode, claude-code, and codex launchers automatically.\n\nAll migrations are best-effort: failures are logged and do not block the\nlaunch. Version pins are dropped since pre-rename versions don't exist\nunder the new names.",
          "is_bot": false,
          "headline": "feat(plugins): migrate legacy sigil plugin installs to agento11y (#447)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-23T15:08:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "88677b6e8e5608462243c51432ea18073734de7d",
          "body": "… (#449)\n\n## What\n\nCorrects `llms.txt` (the canonical reference coding agents fetch) with\n**five fixes, each verified against the SDK source** — four facts that a\nreal instrumentation run hit but that weren't documented, plus one stale\nscoping of the workflow-step API.\n\n## Changes (all verified at `\n[…]\nll (grafana/gcx#1043) as a stopgap; this PR is the canonical home.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(llms): fix real-run gaps and workflow-step cross-language parity…",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-23T13:48:52Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "acebe531f2eacad87a919ade1931fe7d538ffbe3",
          "body": "…s (#445)\n\nDerives SDK versions from build metadata instead of hardcoded constants.\n\nThe Go, JS, Java, and .NET SDKs add a version constant into the\ngeneration-export `User-Agent`, but release automation never bumped it,\nso published SDKs misreport the versions.\n\nThis PR makes them resolve the versi\n[…]\ng.ReadBuildInfo`\n- JS: version set at build time\n- Java: `Implementation-Version` from the jar manifest\n- .NET: `AssemblyInformationalVersionAttribute`\n\nBuilds without metadata report `0.0.0+unknown`.",
          "is_bot": false,
          "headline": "fix(sdk): derive SDK versions from build metadata instead of constant…",
          "author_name": "Alexander Akhmetov",
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          "oid": "1e0e9d43b6b9b2b3f8d888e01b498450f8759b3b",
          "body": "Consolidates the open renovate security PRs into one instead of merging\n~25 separate ones.\n\nGo, all modules: `google.golang.org/grpc` v1.82.1, `golang.org/x/net`\nv0.56.0, `golang.org/x/text` v0.39.0 (#418-#433, #435-#441).\n\nJS overrides in `pnpm-workspace.yaml`:\n\n- `tar` 7.5.19 (#406)\n- `brace-expan\n[…]\n <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: Alexander Akhmetov <me@alx.cx>",
          "is_bot": true,
          "headline": "chore: consolidate open renovate security updates (#441)",
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          "committed_at": "2026-07-22T09:02:53Z",
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        {
          "oid": "41d33f72e3e6ecbaff57f4868fe13e6a749a5345",
          "body": "## Summary\n- Promote the `agento11y-instrument` skill as the recommended path for\nSDK users instrumenting their own app or agent code.\n- Add `gcx` install context, script/Homebrew options, update guidance,\nand fallback instructions for agents without skill support.\n\n## Test plan\n- `git diff --check -- README.md llms.txt`\n- ReadLints on `README.md` and `llms.txt`",
          "is_bot": false,
          "headline": "docs: promote agento11y instrumentation skill (#444)",
          "author_name": "Sonia Aguilar",
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          "body": "The version choice inputs had no explicit default, so the GitHub UI\npreselected the first option (patch). Most releases add features rather\nthan just fixes, so minor is the safer preselection.",
          "is_bot": false,
          "headline": "chore(actions): default release version bump to minor (#443)",
          "author_name": "Alexander Akhmetov",
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          "committed_at": "2026-07-22T08:24:03Z",
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        {
          "oid": "89ca8237b40dd7db4ab4de6978a345c715a45365",
          "body": "Renames `sigil` mentions to `agento11y`: docs, READMEs, examples,\n`llms.txt`, skills, and the `agento11y login` error message. Follow-up\nfor #403 and #404.\n\nBesides the text replacements:\n\n- the non-interactive login hint now mentions `AGENTO11Y_ENDPOINT`,\n`AGENTO11Y_AUTH_TENANT_ID` and `AGENTO11Y_A\n[…]\ncripts/deploy.sh` installs `opencode-agento11y.js`\nand the `agento11y` skill, and removes installs from before the rename\n- `plugins/opencode/skills/sigil` moved to\n`plugins/opencode/skills/agento11y`",
          "is_bot": false,
          "headline": "docs: sigil -> agento11y rename in docs, examples and errors (#415)",
          "author_name": "Alexander Akhmetov",
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          "committed_at": "2026-07-22T08:23:05Z",
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          "oid": "e8b4172093842214acb04568835f09d3c85a3c9b",
          "body": "…/grpc to v1.82.1 [security] (#442)\n\nThis PR contains the following updates:\n\n| Package | Change |\n[Age](https://docs.renovatebot.com/merge-confidence/) |\n[Confidence](https://docs.renovatebot.com/merge-confidence/) |\n|---|---|---|---|\n| [google.golang.org/grpc](https://redirect.github.com/grpc/grpc\n[…]\niJdfQ==-->\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(security/high/plugins/agento11y): update module google.golang.org…",
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          "committed_at": "2026-07-22T05:15:45Z",
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        {
          "oid": "aa5d6485efd3e8aefd1e7e05fbaada7ed2aa1eec",
          "body": "Auto-generated by the JS SDK publish workflow.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(sdk-js): bump version to 0.9.0 (#414)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-21T16:26:54Z",
          "body_truncated": false,
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        },
        {
          "oid": "cb46944aa521ef268bb66df4d4fb30c674762745",
          "body": "## Plugin version bumps\n\n- @grafana/agento11y-pi@0.18.0\n- @grafana/agento11y-opencode@0.14.0\n\n\n---\n\n**@grafana/agento11y-pi**\n\n## [0.18.0] - 2026-07-21\n\n### Breaking Changes\n\n- rename public SDK APIs from sigil to agento11y (#403)\n\n### Features\n\n- **plugins**: rename launcher state folder to agento1\n[…]\nSIGIL_* fallback (#395)\n\nGenerated by `.github/workflows/plugins-publish.yml`.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(plugins): bump versions (minor) (#413)",
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          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-21T16:24:14Z",
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          "body": "Auto-generated by the Python SDK publish workflow.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(sdk-python): bump version to 0.10.0 (#412)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-21T14:12:31Z",
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        {
          "oid": "a4e0bb2da205e2db40e7668df4e343263872cb3a",
          "body": "Releases `plugins/agento11y/v0.20.0`.\n\n## [0.20.0] - 2026-07-21\n\n### Breaking Changes\n\n- rename public SDK APIs from sigil to agento11y (#403)\n\n### Features\n\n- **plugins**: rename launcher state folder to agento11y (#404)\n- **plugins**: move CLI config to ~/.config/agento11y/config.env (#401)\n- **sd\n[…]\n PR merges into main.\n\nGenerated by `.github/workflows/release-agento11y.yml`.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(plugins/agento11y): release v0.20.0 (#411)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-21T11:59:19Z",
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          "is_coding_agent": false
        },
        {
          "oid": "e7c844ea85f6a9482f7479a86f23594d0fc5ff51",
          "body": "Removing the temporary replace now when the repository is renamed.",
          "is_bot": false,
          "headline": "chore: remove replace directive from plugins/agento11y (#410)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-21T11:55:29Z",
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        {
          "oid": "6a78defb47a09da29f6e0f6424dcb3a3ae3df33a",
          "body": null,
          "is_bot": false,
          "headline": "Change sigil-sdk references to agento11y (#409)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-21T08:40:42Z",
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        },
        {
          "oid": "b402734be25dfb8f8030fd7e8371682a9fcca61a",
          "body": "Renames the remaining `sigil` namings in the launcher: state dir, debug\nlog, OTel service name, vibe/Copilot hook entries, and the `doctor` JSON\nsection. Follow-up for #401.\n\n- state moves to `~/.local/state/agento11y` with the same resolution as\nthe config file in #401: legacy `~/.local/state/sigil\n[…]\nigil.json` file are replaced on the next launch so\nhooks don't fire twice\n\nPlugin IDs (`sigil-cc`, `sigil-copilot`), the `grafana-sigil-app` URLs,\nand the marketplace repo names are unchanged for now.",
          "is_bot": false,
          "headline": "feat(plugins): rename launcher state folder to agento11y (#404)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-20T17:48:37Z",
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        },
        {
          "oid": "e07eb64301b0cad19c4ad7bb81954fc5b6ddcf43",
          "body": "…on.core:jackson-databind to v2.21.5 [security] (#351)\n\nThis PR contains the following updates:\n\n| Package | Change |\n[Age](https://docs.renovatebot.com/merge-confidence/) |\n[Confidence](https://docs.renovatebot.com/merge-confidence/) |\n|---|---|---|---|\n|\n[com.fasterxml.jackson.core:jackson-databin\n[…]\nCJdfQ==-->\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(security/high/java/gradle): update dependency com.fasterxml.jacks…",
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          "committed_at": "2026-07-20T17:03:25Z",
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        {
          "oid": "06c76a586efce19791b0e40e51ec66cc78781677",
          "body": "This PR contains the following updates:\n\n| Package | Type | Update | Change |\n|---|---|---|---|\n|\n[ghcr.io/berriai/litellm](https://images.chainguard.dev/directory/image/wolfi-base/overview)\n([source](https://redirect.github.com/BerriAI/litellm)) | final |\npinDigest | → `9e1536c` |\n\n---\n\n> [!WARNING\n[…]\nXIiXX0=-->\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): pin ghcr.io/berriai/litellm docker tag to 9e1536c (#398)",
          "author_name": "renovate-sh-app[bot]",
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          "committed_at": "2026-07-20T15:44:32Z",
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        {
          "oid": "ec79cbd2c68fc15fc76ca470aede155b9f814447",
          "body": "### Breaking change\n\nRenames the SDK APIs from `sigil` to `agento11y` in all languages, as a\n**breaking change**. Since the package names were already changed in all\nworkflows (https://github.com/grafana/sigil-sdk/pull/397), only the new\nSDK packages (`agento11y-*`) include this rename.\n\n- Go: `go/s\n[…]\nafana.sigil` -> `com.grafana.agento11y`, `Sigil*` classes\nrenamed too\n- .NET: `Grafana.Sigil` namespaces -> `Grafana.Agento11y`\n- Also renames SDK log/error prefixes (`sigil: ...` -> `agento11y: ...`)",
          "is_bot": false,
          "headline": "feat!: rename public SDK APIs from sigil to agento11y (#403)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-20T15:34:49Z",
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        {
          "oid": "4e8d65ca67c5b2058696433aa2df13b1a5b840ab",
          "body": "…ity] (#381)\n\nThis PR contains the following updates:\n\n| Package | Change |\n[Age](https://docs.renovatebot.com/merge-confidence/) |\n[Confidence](https://docs.renovatebot.com/merge-confidence/) |\n|---|---|---|---|\n| [setuptools](https://redirect.github.com/pypa/setuptools)\n([changelog](https://setupt\n[…]\n655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: Kevin Adam <kevin.adam@grafana.com>",
          "is_bot": true,
          "headline": "fix(security/high/python): update dependency setuptools to v83 [secur…",
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          "author_login": "renovate-sh-app[bot]",
          "committed_at": "2026-07-20T15:17:55Z",
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          "is_coding_agent": false
        },
        {
          "oid": "a5766b5657de040e55c2aecf1ed464705e7c1caf",
          "body": "fixes CVE-2026-54280\n\n## Summary\n\n- Add `aiohttp>=3.14.1` as an explicit LiteLLM framework dependency\n- Update the lockfile to aiohttp 3.14.1",
          "is_bot": false,
          "headline": "fix(deps): require aiohttp for the LiteLLM framework (#402)",
          "author_name": "Kevin Adam",
          "author_login": "kevelopment",
          "committed_at": "2026-07-20T14:47:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7ea272196119ffaca51ac366f65559f6bbc5d579",
          "body": "> ℹ️ **Note**\n> \n> This PR body was truncated due to platform limits.\n\nThis PR contains the following updates:\n\n| Package | Change |\n[Age](https://docs.renovatebot.com/merge-confidence/) |\n[Confidence](https://docs.renovatebot.com/merge-confidence/) |\n|---|---|---|---|\n| [pnpm](https://pnpm.io)\n([so\n[…]\nd to here.\n\nSigned-off-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>\nCo-authored-by: renovate-sh-app[bot] <219655108+renovate-sh-app[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(security/high/): update pnpm to v11.8.0 [security] (#354)",
          "author_name": "renovate-sh-app[bot]",
          "author_login": "renovate-sh-app[bot]",
          "committed_at": "2026-07-20T13:52:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a55450d4c5f5a426dd13f228d516105e142fe273",
          "body": "The Go launcher and the `pi`/`opencode` plugins that read the config\nfile from `~/.config/sigil/config.env` now prefer\n`~/.config/agento11y/config.env` and fall back to the old path when only\nthat file exists, so existing installs keep working and fresh installs\nget the new location.\n\nPart of https://github.com/grafana/sigil/issues/1282",
          "is_bot": false,
          "headline": "feat(plugins): move CLI config to ~/.config/agento11y/config.env (#401)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-20T12:52:37Z",
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          "is_coding_agent": false
        },
        {
          "oid": "e093ca6c98a30669844562ab4f754360ba3f89a6",
          "body": "fixes CVE-2025-68121\n\n## What\n- Update the workspace, SDK modules, providers, framework, plugin, and\nexamples to Go 1.25.7.\n\n## Why\n- Keep the repository aligned with the latest required Go patch release.",
          "is_bot": false,
          "headline": "chore: update Go version to 1.25.7 (#399)",
          "author_name": "Kevin Adam",
          "author_login": "kevelopment",
          "committed_at": "2026-07-20T11:21:47Z",
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        },
        {
          "oid": "a312d9456aa782a3ea71b033299408e648f3521b",
          "body": "Rename `sigil` to agento11y in:\n\n- Span attributes, metadata keys, and tags (`agento11y.tag.<key>`)\nacross the Go, Python, JS, Java, and .NET SDKs\n- `User-Agent`: `sigil-sdk-<lang>` becomes `agento11y-sdk-<lang>`\n- Coding-agent plugin tags, etc (`sigil.claude-code` is now\n`agento11y.claude-code`, etc)\n- Docs, llms.txt, examples, and plugin golden fixtures\n\nPart of https://github.com/grafana/sigil/issues/1283",
          "is_bot": false,
          "headline": "feat(sdk): rename attributes from sigil.* to agento11y.* (#392)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-20T08:07:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d119b191826af5a0b953d012612dfe0f662d97d",
          "body": "Rename every published package to `agento11y-*`:\n\n- Go modules:\n`github.com/grafana/agento11y/{go,go-providers/*,go-frameworks/google-adk,plugins/agento11y}`\n- PyPI: `agento11y` and `agento11y-*` distributions, modules\n`sigil_sdk*` -> `agento11y*`\n- npm: `@grafana/agento11y`, `@grafana/agento11y-cor\n[…]\nic APIs, telemetry contracts\n(`sigil-sdk-*`/`sigil-plugin-*` User-Agents stay unchanged.\n\n`plugins/agento11y/go.mod` has a temporary replace of the Go SDK module\nuntil the renamed module is published.",
          "is_bot": false,
          "headline": "feat: rename package identities from sigil-sdk to agento11y (#397)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-20T07:10:02Z",
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        {
          "oid": "6b0216fccac3ec166e8f26639a3d2d2db29494cd",
          "body": "Releases `plugins/sigil/v0.19.0`.\n\n## [0.19.0] - 2026-07-17\n\n### Features\n\n- **plugins/sigil**: rename sigil CLI to agento11y (#393)\n- add AGENTO11Y_* env var aliases with SIGIL_* fallback (#395)\n\n---\n\nThe tag `plugins/sigil/v0.19.0` will be created automatically by\n`tag-sigil-on-merge.yml` when this PR merges into main.\n\nGenerated by `.github/workflows/release-sigil.yml`.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(plugins/sigil): release v0.19.0 (#396)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-17T08:55:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eabcaaffc2dbbe9d4ad67fddf42fe2f165a7813f",
          "body": "The launcher command is renamed to `agento11y`. `sigil` stays as a\ntemporary compatibility command and will be removed later.\n\nThe CLI logic moves from `cmd/sigil` to `internal/entry` so that both\n`cmd/agento11y` and `cmd/sigil` can be thin entrypoints. Generated hooks\nnow use the executable path in\n[…]\nking.\n\nOnly the command name changes: source paths, `plugins/sigil/v*` release\ntags, config and state paths, plugin and package IDs are unchanged.\n\nPart of https://github.com/grafana/sigil/issues/1282",
          "is_bot": false,
          "headline": "feat(plugins/sigil): rename sigil CLI to agento11y (#393)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-17T08:50:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d69152f6a8945931dafa6206a3fa6c986a61c0d4",
          "body": "Add `AGENTO11Y_*` env vars support with `SIGIL_*` fallback.",
          "is_bot": false,
          "headline": "feat: add AGENTO11Y_* env var aliases with SIGIL_* fallback (#395)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-16T20:46:11Z",
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        },
        {
          "oid": "d995a9858e9a15216f615a6f0d20b53b921749b3",
          "body": "… (#394)\n\nAligns the two AI-agent evaluation skills with the product rename to\n**Agent Observability**.\n\n## What changes\n- `sigil-eval-starter` → `agento11y-eval-starter`\n- `sigil-experiments` → `agento11y-experiments`\n\nOnly the **skill names** change: directories, frontmatter `name:`, the\ncross-ref\n[…]\nown prose, not an import), only the order matters\nfor cleanliness.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(skills): rename eval-starter and experiments skills to agento11y…",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-16T14:38:17Z",
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        },
        {
          "oid": "9c13f46777524aeaa7a75fef1ae8a78e35fb9388",
          "body": "## Summary\n- deep-copy `Media` payloads in Go SDK generation part cloning\n- add a regression test for media part clone preservation\n\n## Why\n`GenerationRecorder.End` clones mapped generations before validation and\nexport. Media parts added in `v0.14.0` were not copied by `cloneParts`,\nso image-bearing generations could fail validation or lose media before\ningest.\n\n## Test plan\n- `cd go && go test ./...`\n\nCo-authored-by: Codex <codex@openai.com>",
          "is_bot": false,
          "headline": "fix(go): clone media message parts (#391)",
          "author_name": "Sven Grossmann",
          "author_login": "svennergr",
          "committed_at": "2026-07-16T07:11:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c80d463abee8eafc95deef262389cb2527399b59",
          "body": "Auto-generated by the JS SDK publish workflow.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(sdk-js): bump version to 0.8.2 (#390)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-16T06:59:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23781b165717fd65e99bb33ccc72afc0962b6648",
          "body": null,
          "is_bot": false,
          "headline": "fix(sdk-js): support Vercel AI SDK v6 prepareStep (#388)",
          "author_name": "Sven Grossmann",
          "author_login": "svennergr",
          "committed_at": "2026-07-16T06:27:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "386d878f9d9feec3bd0915aea7ea09b1feb35bcf",
          "body": "## Summary\n- add a media part to the generation ingest proto and SDK models\n- encode media through Go codecs, local plugin wire storage, and\nAnthropic image request mapping\n- strip media URLs/data URLs in metadata-only capture mode\n\n## Tests\n- `go test ./go/sigil/...`\n- `go test ./go-providers/anthropic/...`\n- `GOPATH=/tmp/codex-empty-gopath UV_NO_CONFIG=1 CI=true mise run\ncheck:proto`",
          "is_bot": false,
          "headline": "Add media message parts (#386)",
          "author_name": "Sven Grossmann",
          "author_login": "svennergr",
          "committed_at": "2026-07-15T11:20:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e1f7ae398bd2ba2f1ee883ed3b3f19c3393f9453",
          "body": "…, and .NET (#385)\n\nGo and JS have emitted client-level tags as `sigil.tag.<key>` attributes\non spans and metrics since #284, but Python, Java, and .NET only put\nthem in the generation export. For apps in those languages the\n`sigil_tag_<key>` Prometheus labels and the Sigil app tag filters did\nnot work.\n\nThe three SDKs now follow the same rules as Go and JS.\n\nFixes #365",
          "is_bot": false,
          "headline": "feat(sdk): emit client tags on OTel spans and metrics in Python, Java…",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-15T09:59:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5613ae38a0ff1269604a4987d5cc27bcb08b4300",
          "body": "…#384)",
          "is_bot": false,
          "headline": "feat(sdk-go): add WithTag/WithTags for per-request dimensional tags (…",
          "author_name": "Sven Grossmann",
          "author_login": "svennergr",
          "committed_at": "2026-07-15T09:59:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6425f0fdbe586a2a0a6144693fd8e2d2a0b2e494",
          "body": "## Plugin version bumps\n\n- @grafana/sigil-pi@0.17.0\n- @grafana/sigil-opencode@0.13.0\n\n\n---\n\n**@grafana/sigil-pi**\n\n## [0.17.0] - 2026-07-14\n\n### Features\n\n- **plugins**: add git.branch and cwd built-in tags to pi, opencode,\ncodex, copilot (#328)\n- **plugins**: log when a guard redaction transform is\n[…]\nt never complete\n(#317)\n\nGenerated by `.github/workflows/plugins-publish.yml`.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(plugins): bump versions (minor) (#383)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-14T16:55:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "639918bd58888419f99a814326212d6c6eff8326",
          "body": "Capture the system prompt from the existing\n`experimental.chat.system.transform` hook, which fires after OpenCode\ncombines the agent prompt with runtime context.\n\n<img width=\"882\" height=\"991\" alt=\"image\"\nsrc=\"https://github.com/user-attachments/assets/345676a9-555f-4742-9174-23dc442cda4c\"\n/>",
          "is_bot": false,
          "headline": "feat(plugins/opencode): capture system prompt (#382)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-14T16:29:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9605e60d6588a6594ab3596e6a1408a34db20c99",
          "body": "## What\n\nThe OpenCode guard previously only honored a `deny` verdict and\n**ignored** the server's `transformedInput`. So a Sigil\ntransform/redaction guard targeting tool-call arguments would evaluate\nbut never actually redact what the tool ran with — the gap reported in\nthe escalation (Transform-typ\n[…]\n empty-object transform\nstrips all args, and non-plain-object args fail open. 166 tests pass;\ntypecheck and lint clean.\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(plugins/opencode): apply guard tool-call argument transforms (#379)",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-14T11:14:19Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a65ce552020c906c1f55c636d70396385c4acc37",
          "body": "…(#378)\n\n## What\n\nWhen OpenCode invokes a subagent, it runs in a fresh session whose\n`Session.parentID` points at the spawning session (delivered on the\n`session.created` event). The plugin previously chained generations only\n*within* a session, so a subagent run showed up as an **unrelated\nconversa\n[…]\nent run. Fails safe (unlinked, never\nmislinked) if the ordering assumption doesn't hold. A real run or debug\nlog would close this.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(plugins/opencode): link subagent sessions to the spawning parent …",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-14T09:41:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3f957d9be48ec9588dc427e3b53cefe9f3c9a31c",
          "body": "…inference (#377)\n\n## What\n\nLangChain/LangGraph reports AWS Bedrock with a **non-canonical provider\nhint** — e.g. `ls_provider: \"amazon_bedrock\"` (sometimes `provider`).\nBoth the JS and Python framework handlers normalized any\nnon-openai/anthropic/gemini hint to `\"custom\"` and **returned it\nimmediat\n[…]\nreal handler →\nexported generation), and cross-checked with an adversarial review for\nprecedence regressions and JS↔Python parity.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(sdk): non-canonical provider hint no longer blocks Bedrock model …",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-14T07:28:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "990584fc457234df2cea91edd1acc083ab9d2f80",
          "body": "## What\n\nAdds the **`sigil-eval-starter`** coding-agent skill and fixes an SDK\ngap it surfaced.\n\n### The skill (`skills/sigil-eval-starter/`)\nAn early-stage skill (before ship, before traffic) that:\n- reads an AI agent's code and **recommends which evaluators** to set\nup, citing real lines;\n- writes\n[…]\ns SDK has the same record path and is\nnot touched here.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: sigil-eval-starter skill + agent_version propagation fix (#367)",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-13T15:17:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ab64dafc9ab568d243818aa25fc257216a8ded39",
          "body": "Auto-generated by the JS SDK publish workflow.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(sdk-js): bump version to 0.8.1 (#376)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-13T14:14:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "543e4ece31198010ee10795e4b052459dedcff4a",
          "body": "Auto-generated by the Python SDK publish workflow.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(sdk-python): bump version to 0.9.3 (#373)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-13T13:40:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c42754d7efbcc9fa298ead733cea52d109aae171",
          "body": "Releases `plugins/sigil/v0.18.0`.\n\n## [0.18.0] - 2026-07-13\n\n_No user-facing changes._\n\n---\n\nThe tag `plugins/sigil/v0.18.0` will be created automatically by\n`tag-sigil-on-merge.yml` when this PR merges into main.\n\nGenerated by `.github/workflows/release-sigil.yml`.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(plugins/sigil): release v0.18.0 (#374)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-13T13:40:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc1fc6c621f5e48c407cef087a9a580504b40ecd",
          "body": "## What\n\nLangChain/LangGraph with an AWS Bedrock **inference profile** does not\nsurface the model at request start, so it resolves to `\"unknown\"` /\nprovider `\"custom\"`. The real model — a Bedrock inference-profile ARN —\nonly arrives on the LLM **response**. As a result the token-usage metric\n(which \n[…]\nck ARNs/inference-profile IDs. Residual $0 for a specific model\nafter this ships would indicate a model-catalog gap, not this bug.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(js): backfill Bedrock inference-profile model onto generation (#375)",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-13T13:33:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8e55285662dbc449c6eef239b02ade84e1edee9f",
          "body": "…cess (#370)\n\n## Summary\n\nHardens the Go SDK generation exporter so duplicate generation responses\nfrom Sigil are treated as idempotent success instead of `Flush()`\nfailures.\n\nThis prevents Claude Code and other transcript-backed plugins from\ngetting stuck in a retry loop when they re-send a generat\n[…]\njected-export logging.\n- Keep non-duplicate rejected export results as errors.\n- Add a regression test covering `Flush()` behavior for duplicate\ngeneration results.\n\n## Testing\n\n- `go test ./go/sigil`",
          "is_bot": false,
          "headline": "fix(cc):  Treat duplicate generation export results as idempotent suc…",
          "author_name": "Jack Gordley",
          "author_login": "jgordley",
          "committed_at": "2026-07-13T09:40:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "01514d721182a17c7407d2997d6f08d7d0d8f289",
          "body": "… (#371)\n\n## What\n\nLangChain/LangGraph with an AWS Bedrock **inference profile** does not\nsurface the model at request start, so it resolves to `\"unknown\"` /\nprovider `\"custom\"`. The real model — a Bedrock inference-profile ARN —\nonly arrives on the LLM response. As a result the token-usage metric\n(\n[…]\nResidual `$0` for a specific model after this ships would indicate a\nmodel-catalog gap (separate, engineering-side), not this bug.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(python): backfill Bedrock inference-profile model onto generation…",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-13T07:50:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7ac3f8c8c82a51e38e10c580f0ea440c4427f115",
          "body": "…ng (#369)\n\n## What\n\nThe Go anthropic provider mapped `thinking` / `redacted_thinking`\ncontent blocks to Sigil thinking parts without checking for empty text.\nAdaptive-thinking models (Claude Sonnet 5 is always-adaptive on Bedrock)\nroutinely emit signature-only thinking blocks with empty text. An em\n[…]\nw regression test `TestFromRequestResponseSkipsEmptyThinkingBlocks`\n(fails on main with the validation error above).\n- `go test ./...` in `go/` and `go-providers/anthropic/`, `mise run\nlint:go` clean.",
          "is_bot": false,
          "headline": "fix(sdk-go): skip empty thinking blocks in anthropic generation mappi…",
          "author_name": "Alexander Sniffin",
          "author_login": "alexsniffin",
          "committed_at": "2026-07-09T18:56:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "513f01489557c0e5dd364095b5a093c1f8f75303",
          "body": "## What\n\nAddresses the fixable CVEs reported by `pnpm audit`: **10 high + 14\nmoderate + 4 low → 1 high + 1 moderate + 2 low** (the 4 remaining are\ngenuinely blocked — see below).\n\n## How\n\nTwo mechanisms:\n\n- **package.json bumps** where the vulnerable package is transitive but\npulled by a **direct** \n[…]\nrozen-lockfile` — in sync (reproducible)\n- `js` SDK build + typecheck — 0 errors\n- `plugins/pi` + `plugins/opencode` esbuild bundles rebuild clean\n(that's the real check that no bundled dep API broke)",
          "is_bot": false,
          "headline": "fix(sigil-sdk): address fixable npm CVEs (#366)",
          "author_name": "Dominik Broj",
          "author_login": "brojd",
          "committed_at": "2026-07-08T10:32:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5aef385939fa13fddb003075e65719ea5a416a05",
          "body": "…#361)\n\n## What\nAdds `WorkflowStep` ingest/export to the **Go** and **JS** SDKs, and\naligns the enqueue semantics across **Go, JS, and Python** so an\nidentical input produces an identical exported step (or an identical\nrejection) in every language.\n\n## Parity fixes uncovered during review\n- **Valida\n[…]\npe here — this PR covers the SDK ingest\nlayer + parity.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(go,js,python): workflow-step ingest with cross-language parity (…",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-08T07:44:21Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "55996134f23e0b04f7a4b5b565beef17037ef70b",
          "body": "Auto-generated by the Python SDK publish workflow.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(sdk-python): bump version to 0.9.2 (#363)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-07T18:47:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2672dcfaeee6d4c94897458199017a30947c2994",
          "body": "Auto-generated by the Python SDK publish workflow.\n\nCo-authored-by: grafana-plugins-platform-bot[bot] <144369747+grafana-plugins-platform-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(sdk-python): bump version to 0.9.1 (#360)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-07T18:42:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fc7e26d4244ebd0aac7047215c4b92b56e1e263e",
          "body": null,
          "is_bot": false,
          "headline": "fix(python): nest executor spans under the execute_tool span (#362)",
          "author_name": "Sven Grossmann",
          "author_login": "svennergr",
          "committed_at": "2026-07-07T18:17:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "29081817951e6c0644582466dd82a72968efb21f",
          "body": "## Summary\n\nThis PR adds Go support for Experiments V1 in Grafana AI o11y.\n\nThe setup is intentionally minimal, as shown below:\n\n```go\nrun, err := sigil.WithExperiment(ctx, sigil.ExperimentOptions{\n\tClient: client,\n\tRunID:  runID,\n\tName:   \"Support agent eval\",\n\tSuite:  suite,\n}, func(ctx context.Co\n[…]\nomebrew/bin/go test ./sigil\n```\n\nand:\n\n```bash\ncd examples/experiments/go\nenv -u GOROOT GOWORK=off /opt/homebrew/bin/go test ./...\n```\n\n---------\n\nCo-authored-by: Cyril Tovena <cyril.tovena@gmail.com>",
          "is_bot": false,
          "headline": "feat(go): adding Experiments support",
          "author_name": "Jack Gordley",
          "author_login": "jgordley",
          "committed_at": "2026-07-01T14:12:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c16bed41d1e87aa57311b80bbace199592de9e2e",
          "body": "## Notes\n\nThis PR adds broad support for Experiments V1 in Grafana AI o11y. \n\nThe setup is minimal, as shown in the example snippet:\n```python\nfrom sigil_sdk import experiments as sigil\n\nwith sigil.experiment(\"Support agent eval\", suite=suite) as exp:\n    for case in suite.test_cases:\n        with e\n[…]\nt in\nwith `use_experimental_otel=True` on `sigil.experiment(...)` or\n`SIGIL_USE_EXPERIMENTAL_OTEL=true`. This path is not working yet.\n\n## Testing\n\nExtensive testing against dev and prod environments.",
          "is_bot": false,
          "headline": "feat(python): experiments v1 support (#357)",
          "author_name": "Jack Gordley",
          "author_login": "jgordley",
          "committed_at": "2026-06-30T15:08:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1af048776c3bab4eb141078466a30f3f25686c0e",
          "body": "## Summary\n\n- Add **Dependencies** and **Workflow** tab references to the\ngetting-started \"What to look for\" section so users know what to expect\nin the conversation detail view after running examples.\n- Update the LangGraph README so `capture_workflow_steps=True` explains\nit enables the **Workflow*\n[…]\nanion PR: grafana/sigil docs/dependencies-workflow-tabs\n\n## Test plan\n\n- [ ] Verify the updated READMEs render correctly on GitHub.\n- [ ] Cross-check tab names against the live conversation detail UI.",
          "is_bot": false,
          "headline": "docs: reference Dependencies and Workflow tabs in SDK docs (#355)",
          "author_name": "Sonia Aguilar",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-06-29T14:46:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2729b38113335e799e74e834bacc6ae50eeedad7",
          "body": "## Notes\n\n- Adds Python Claude Agent SDK support through\n`sigil-sdk-claude-agent-sdk`.\n- Adds `SigilClaudeSDKClient` for full `ClaudeSDKClient` workflows.\n- Adds `sigil_query()` as a convenience wrapper for simple `query()`\nusage.\n- Records Sigil generations, streamed messages, tool calls/results,\nu\n[…]\n for the new adapter and example.\n\n- `ruff format --check python-frameworks/claude-agent-sdk\nexamples/getting-started/python-claude-agent-sdk`\n  - Validates formatting for the new adapter and example.",
          "is_bot": false,
          "headline": "feat(python): adding claude agent SDK support (#353)",
          "author_name": "Jack Gordley",
          "author_login": "jgordley",
          "committed_at": "2026-06-29T12:44:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "52ea2d6f5265346293c386b271e6f14bed3f6712",
          "body": "## Notes\n\nCleaning up docs to point at Grafana cloud endpoints rather than local\nSigil collection endpoints",
          "is_bot": false,
          "headline": "chore(docs): clean up example references (#350)",
          "author_name": "Jack Gordley",
          "author_login": "jgordley",
          "committed_at": "2026-06-23T19:41:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27607d545c6e0574808a5bffef45bcb7dac27153",
          "body": "`examples/` mixed one-file getting-started quickstarts with offline-eval\nexperiments and a reference app. TypeScript also had no guards example.\n\nGroup the experiment dirs under `examples/experiments/`, and add index\nREADMEs.\n\nThe new typescript-hooks example follows the go-hooks and python-hooks\nfl\n[…]\nfor commit\nca6feb0822dc0280203aa4f12e8a47fb078030ec. Bugbot is set up for automated\ncode reviews on this repo. Configure\n[here](https://www.cursor.com/dashboard/bugbot).</sup>\n<!-- /CURSOR_SUMMARY -->",
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          "headline": "docs(examples): reorganize and add TypeScript guards example (#337)",
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                "status": "met",
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                "max_points": 16
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                "details": [],
                "max_points": 6.4
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              {
                "key": "openssf_scorecard_ci_tests",
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                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
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                ],
                "max_points": 20
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                "key": "readme",
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                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
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              {
                "key": "documentation_directory",
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                "status": "met",
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                "max_points": 15
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                "status": "met",
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                "key": "topics",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "wiki",
                "name": "Wiki",
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                "points": 10,
                "status": "met",
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          }
        ],
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      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
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            "key": "security_posture",
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            "note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
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                "code": "excluded_no_data",
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                "package.json",
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                "python/setup.py"
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                "status": "missed",
                "details": [],
                "max_points": 30
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              {
                "key": "dependabot_config",
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                "status": "missed",
                "details": [],
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              },
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                "key": "dependency_lockfiles",
                "name": "Dependency lockfiles",
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                "status": "excluded",
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                "key": "codeql_workflow",
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            "key": "dependency_advisories",
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                "code": "advisories_scope_published",
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                  "package": "npm:@grafana/agento11y@0.9.0",
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                "max_points": 35
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                "key": "indirect_dependencies_free_of_known_advisories",
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                "key": "no_advisories_left_outstanding",
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                "points": 40,
                "status": "met",
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                    "code": "advisories_none_stale",
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                "max_points": 40
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            "notes": [],
            "value": 100,
            "inputs": {
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              "red_flag": false,
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              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
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          },
          {
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            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
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                "Iran",
                "North Korea"
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                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
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                "status": "met",
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                    "code": "jurisdiction_no_match",
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            "notes": [],
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                "max_points": 45
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                "key": "machine_readable_docs_llms_txt",
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                "key": "legible_commit_history",
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            "key": "ai_verify_loop",
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            "notes": [],
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            "inputs": {
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              "has_linter_config": true,
              "typecheck_configs": [
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            "components": [
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                "status": "met",
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              {
                "key": "automated_tests",
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                "points": 22,
                "status": "met",
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                "status": "met",
                "details": [
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              },
              {
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                "name": "Static type checking",
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                "points": 11,
                "status": "met",
                "details": [
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                ],
                "max_points": 11
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              {
                "key": "reproducible_environment",
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                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
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                ],
                "max_points": 10
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              {
                "key": "demonstrated_agent_practice",
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                "points": 10,
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                "details": [
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                ],
                "max_points": 10
              },
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                "key": "automated_maintenance",
                "name": "Automated maintenance",
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                "points": 0,
                "status": "missed",
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                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
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                ],
                "max_points": 10
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          },
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            "key": "ai_code_legibility",
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            "name": "Code legibility for models",
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            "notes": [],
            "value": 99,
            "inputs": {
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              "source_files_sampled": 757,
              "oversized_source_files": 17
            },
            "components": [
              {
                "key": "type_checkable_code",
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                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
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                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "17/757 source files over 60KB",
                "points": 53.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
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                      "kb": 60,
                      "sampled": 757,
                      "oversized": 17
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                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "excellent",
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            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
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              "api_schema_files": [
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                "js/proto/opentelemetry/proto/common/v1/common.proto",
                "js/proto/opentelemetry/proto/resource/v1/resource.proto",
                "js/proto/opentelemetry/proto/trace/v1/trace.proto",
                "proto/agento11y/v1/generation_ingest.proto"
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            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "js/proto/agento11y/v1/generation_ingest.proto, js/proto/opentelemetry/proto/collector/trace/v1/trace_service.proto, js/proto/opentelemetry/proto/common/v1/common.proto, js/proto/opentelemetry/proto/resource/v1/resource.proto, js/proto/opentelemetry/proto/trace/v1/trace.proto, proto/agento11y/v1/generation_ingest.proto",
                "points": 40,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "js/proto/agento11y/v1/generation_ingest.proto, js/proto/opentelemetry/proto/collector/trace/v1/trace_service.proto, js/proto/opentelemetry/proto/common/v1/common.proto, js/proto/opentelemetry/proto/resource/v1/resource.proto, js/proto/opentelemetry/proto/trace/v1/trace.proto, proto/agento11y/v1/generation_ingest.proto"
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                  }
                ],
                "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": "example, examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "example, examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [
        "library"
      ],
      "labels": [
        "library"
      ],
      "scores": {
        "library": 15,
        "network-service": 3
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:npm",
          "weight": 6
        },
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        },
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:go",
          "weight": 3
        },
        {
          "tier": "structure",
          "label": "network-service",
          "source": "api_schema",
          "weight": 3
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "OpenSSF Scorecard timed out after 240s; skipping Scorecard checks"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-01T15:31:14.436273Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/grafana/agento11y.svg",
  "full_name": "grafana/agento11y",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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

Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v2.5.0, esquema v0.27.0 — metodología completa · wiki de métricas.

Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — Go, npm, PyPI.