公开记录
软件健康报告模式 0.27.0 · 指标 2.5.0 · 2026-08-01 15:31 UTC

grafana / agento11y

Actually Useful Agent Observability

Go · Python · TypeScriptApache-2.0★ 53 星标⑂ 14 复刻始于 2026年3月在 GitHub 上查看 ↗
类型如何判定

grafana/agento11y 的健康指数为 100 分中的 77 分,处于「良好」区间。 其得分最高的类别是AI Readiness(93/100),最低的是Security(19/100)。 最近一次更新在今天。 近期的大部分工作由 2 位贡献者完成。

77
总分 / 100
良好

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均,再依据公开记录的分布进行校准,使各等级具有百分位含义;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 34(存在风险)的上限。

77
卓越93-100公开记录中的最高层级(约前 5%);基本满足所有检验标准
优秀80-92各方面均表现强劲;仅有少量不足
良好65-79健康;不足之处有限且可控
中等50-64可接受,但存在明显不足;建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节;采用时应保持审慎
危急1-19问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

加权总体分 66 经校准后在公布的指数量表上为 77(记录校准 2026-08-02)。

所有权

7,140 关注者587 个公开仓库始于 2014年4月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

软件包生态系统

注册表软件包版本月下载量版本数最近发布
Gogithub.com/grafana/agento11y/gov0.15.0-1611 天前
npm@grafana/agento11y0.9.01,597210 天前
npm@grafana/agento11y-core0.9.0373210 天前
PyPIagento11y0.12.01,40424 天前

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

87优秀 · 占总体的 21%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
17.3/36提交节奏 — 52 周中有 25 周有提交
18/18提交量 — 最近一年 628 次提交
0/10OpenSSF Scorecard:Maintained — 无数据
所用输入
commits_last_year628
human_commit_share0.71
days_since_last_push0
active_weeks_last_year25

发布纪律

100卓越
评分方式
27/27有发布版本 — 已发布 12 个发布版本
36/36发布时效 — 最近一次发布版本于 3 天前
27/27发布节奏 — 约每 4.7 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count12
latest_release_tagplugins/agento11y/v0.22.0
releases_from_tags
days_since_latest_release3
mean_days_between_releases4.7

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

52中等 · 占总体的 17%
评分方式
27.8/60星标 — 53 个星标
9.3/25复刻 — 14 个复刻
0/15关注者 — 1 位关注者
所用输入
forks14
stars53
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

65良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
0/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
readme_badges
has_contributing
has_issue_template
has_code_of_conduct
readme_badge_services
has_pull_request_template
评分方式
47/80月度下载量 — go, npm, pypi 合计每月 3,374 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagesgithub.com/grafana/agento11y/go, @grafana/agento11y, @grafana/agento11y-core, agento11y
dependents
ecosystemsgo, npm, pypi
total_downloads
monthly_downloads3,374
已排除计分(无数据或不适用):注册表被依赖数。 其余权重已重新归一化。

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持,以及软件包的维护状况?

71良好 · 占总体的 23%
评分方式
25.2/54巴士系数 — 2 位贡献者贡献了半数提交
11.8/22.5提交分布 — 头号贡献者编写了 48% 的提交
13.5/13.5贡献者广度 — 19 位贡献者
0/10OpenSSF Scorecard:Contributors — 无数据
所用输入
bus_factor2
contributors_sampled19
top_contributor_share0.475
评分方式
16/42议题解决 — 38% 的议题已关闭
25.1/30PR 接受 — 已裁定的 PR 中 368/440 已合并
0/13Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决
0/15OpenSSF Scorecard:Code-Review — 无数据
所用输入
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
已排除计分(无数据或不适用):newcomer_pr_acceptance。 其余权重已重新归一化。
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
25/25所有者影响力 — grafana 有 7,140 位关注者
25/25既往记录 — 587 个公开仓库,账户约 12 年
所用输入
followers7,140
owner_typeOrganization
is_verified
owner_logingrafana
public_repos587
account_age_days4,500
评分方式
25/25已发布且可解析 — go, npm, pypi 上有 4 个软件包
35/35发布时效 — 最近一次发布于 4 天前
20/20版本历史 — 16 个已发布版本
20/20未被弃用 — 活跃,未被弃用或撤回
所用输入
packagesgithub.com/grafana/agento11y/go, @grafana/agento11y, @grafana/agento11y-core, agento11y
ecosystemsgo, npm, pypi
any_deprecated
min_days_since_publish4

工程质量

基础的工程与文档实践是否到位?

84优秀 · 占总体的 19%

工程实践

80优秀
评分方式
24/24CI 工作流 — 11 个工作流
24/24存在测试
16/16Linter 配置 — .golangci.yml, biome.json, ruff.toml
0/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard:CI-Tests — 无数据
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://grafana.com/docs/grafana-cloud/observe-and-act/agent-observability/
10/10仓库描述
0/10主题标签
10/10Wiki
所用输入
topics
has_wiki
homepagehttps://grafana.com/docs/grafana-cloud/observe-and-act/agent-observability/
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

19危急 · 占总体的 16%
评分方式
0/30安全策略(SECURITY.md)
0/25Dependabot 配置
0/25依赖锁定文件 — 已发布的类库——锁定文件属于应用层关注点,不作要求
0/20CodeQL 工作流
所用输入
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_workflow
has_security_policy
has_dependabot_config
已排除计分(无数据或不适用):依赖锁定文件。 其余权重已重新归一化。
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
14.4/25间接依赖不含已知公告 — 1 个受影响:@opentelemetry/core 2.6.0 (moderate 5.3)
40/40没有长期未处理的公告 — 没有公告公开超过 90 天
所用输入
sourceosv
advisories1
affected_packages1
assessed_packages312
unassessed_packages0
affected_by_severitymoderate 1
direct_affected_packages0
比对的是 npm:@grafana/agento11y@0.9.0 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 312 个软件包。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?权重刻意设小(4%):代理工具链是一项真实的维护信号,但完全不具备的仓库仍可达到 100/100。

93卓越 · 占总体的 4%
评分方式
45/45代理指令 — AGENTS.md, CLAUDE.md, js/docs/providers/gemini.md
15/15机器可读文档(llms.txt) — 存在 llms.txt
40/40可读的提交历史 — 71 次人类提交中有 71 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share1
agent_instruction_filesAGENTS.md, CLAUDE.md, js/docs/providers/gemini.md
agent_instruction_max_bytes5,023
评分方式
18/18一条命令的引导启动 — examples/experiments/python/mise.toml, examples/python-langchain/mise.toml, mise.toml, plugins/agento11y/Makefile
22/22自动化测试
11/11Lint / 格式化配置 — .golangci.yml, biome.json, ruff.toml
11/11静态类型检查 — 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
10/10可复现环境 — Dockerfile, lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 10 次由代理编写或署名代理
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — 无数据
所用输入
has_nix
has_tests
lockfilesgo.sum, package-lock.json, pnpm-lock.yaml, uv.lock
has_dockerfile
typed_language
bootstrap_filesexamples/experiments/python/mise.toml, examples/python-langchain/mise.toml, mise.toml, plugins/agento11y/Makefile
has_devcontainer
has_linter_config
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
评分方式
45/45可类型检查的代码 — Go(静态类型)
53.8/55可控的文件大小 — 采样的 757 个源文件中有 17 个超过 60KB
所用输入
primary_languageGo
largest_source_bytes236,901
source_files_sampled757
oversized_source_files17
评分方式
40/40API 模式(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
0/20MCP 服务器
40/40可运行示例 — example, examples, notebooks
所用输入
example_dirsexample, examples, notebooks
has_mcp_signal
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

关键数据

53GitHub 星标
19贡献者
628最近 12 个月提交数
0距最近推送天数
12发布版本数
2巴士系数(bus factor)
13开放议题
Go, Maven, npm, PyPI软件包生态系统数

数据采集警告

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

更多细节

Star 与 Fork 历史 0 ★ / 14 ⇿
0Star
14Fork
8发布

每颗 star 和每个 fork 的添加时间,来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方,二者可相互对照:稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时,它会作为增长真实性予以报告。

03581013151422026-042026-052026-07
主版本 0次版本 0修订 0
直接依赖 34
注册表软件包版本约束清单文件
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
全部依赖 1,178

来自 GitHub 依赖图的完整解析依赖集合:70 个直接依赖与 1,108 个间接(传递)软件包。仓库提交锁文件时,传递闭包才是完整的。

注册表软件包版本关系
Gogo.opentelemetry.io/otelv1.43.0直接
Gogo.opentelemetry.io/otel/metricv1.43.0直接
Gogo.opentelemetry.io/otel/sdkv1.43.0直接
Gogo.opentelemetry.io/otel/sdk/metricv1.43.0直接
Gogo.opentelemetry.io/otel/tracev1.43.0直接
Gogoogle.golang.org/grpcv1.82.1直接
Gogoogle.golang.org/protobufv1.36.11直接
Gogopkg.in/yaml.v3v3.0.1直接
npm@anthropic-ai/sdk0.91.1直接
npm@anthropic-ai/sdk^0.91.0直接
npm@google/adk0.6.1直接
npm@google/adk^0.6.0直接
npm@google/genai1.47.0直接
npm@google/genai^1.41.0直接
npm@grpc/grpc-js1.14.4直接
npm@grpc/grpc-js^1.14.4直接
npm@grpc/proto-loader0.8.0直接
npm@grpc/proto-loader^0.8.0直接
npm@langchain/core1.2.1直接
npm@langchain/core^1.2.1直接
npm@langchain/langgraph1.2.6直接
npm@langchain/langgraph^1.2.0直接
npm@openai/agents0.8.2直接
npm@openai/agents^0.8.0直接
npm@opentelemetry/api1.9.1直接
npm@opentelemetry/api^1.9.0直接
npm@opentelemetry/exporter-metrics-otlp-grpc0.213.0直接
npm@opentelemetry/exporter-metrics-otlp-grpc^0.213.0直接
npm@opentelemetry/exporter-metrics-otlp-http0.213.0直接
npm@opentelemetry/exporter-metrics-otlp-http0.214.0直接
npm@opentelemetry/exporter-metrics-otlp-http0.57.2直接
npm@opentelemetry/exporter-metrics-otlp-http^0.213.0直接
npm@opentelemetry/exporter-trace-otlp-grpc0.213.0直接
npm@opentelemetry/exporter-trace-otlp-grpc^0.213.0直接
npm@opentelemetry/exporter-trace-otlp-http0.213.0直接
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npmweb-tree-sitter0.24.7间接
npmwebidl-conversions3.0.1间接
npmwhatwg-url5.0.0间接
npmwhich2.0.2间接
npmwhy-is-node-running2.3.0间接
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npmwinston3.19.0间接
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npmws8.21.0间接
npmwsl-utils0.1.0间接
npmxml-naming0.1.0间接
npmxtend4.0.2间接
npmy18n5.0.8间接
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npmyaml2.8.3间接
npmyargs16.2.0间接
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npmyargs-parser20.2.9间接
npmyargs-parser21.1.1间接
npmyauzl2.10.0间接
npmyocto-queue0.1.0间接
npmzod4.1.8间接
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NuGetGrpc.AspNetCore间接
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NuGetGrpc.Tools间接
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NuGetOpenTelemetry间接
NuGetOpenTelemetry.Exporter.OpenTelemetryProtocol间接
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PyPIagento11y间接
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PyPIagento11y-langchain间接
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PyPIaiohttp3.14.1间接
PyPIaiosignal1.4.0间接
PyPIannotated-doc0.0.4间接
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PyPIh110.16.0间接
PyPIhf-xet1.4.2间接
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依赖安全公告 1

安装 npm:@grafana/agento11y@0.9.0 会引入 312 个包(直接与传递):其中 1 个存在已知公告,0 个为直接依赖。

软件包版本关系严重程度公告数修复版本
@opentelemetry/core2.6.0间接12.8.0

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析,且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 9154,
      "has_wiki": true,
      "homepage": "https://grafana.com/docs/grafana-cloud/observe-and-act/agent-observability/",
      "languages": {
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        "Go": 3080580,
        "CSS": 6053,
        "HTML": 942,
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        "Makefile": 204,
        "Dockerfile": 340,
        "JavaScript": 703232,
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      },
      "pushed_at": "2026-08-01T13:26:51Z",
      "created_at": "2026-03-31T20:30:04Z",
      "owner_type": "Organization",
      "updated_at": "2026-08-01T02:05:13Z",
      "description": "Actually Useful Agent Observability",
      "is_archived": false,
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      "license_spdx": "Apache-2.0",
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      "primary_language": "Go",
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        "Java"
      ]
    },
    "owner": {
      "blog": "https://grafana.com",
      "name": "Grafana Labs",
      "type": "Organization",
      "login": "grafana",
      "company": null,
      "location": "Sweden",
      "followers": 7140,
      "avatar_url": "https://avatars.githubusercontent.com/u/7195757?v=4",
      "created_at": "2014-04-06T12:22:57Z",
      "is_verified": null,
      "public_repos": 587,
      "account_age_days": 4500
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": null,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "plugins/agento11y/v0.22.0",
          "kind": "other",
          "published_at": "2026-07-28T21:09:52Z"
        },
        {
          "tag": "plugins/agento11y/v0.21.0",
          "kind": "other",
          "published_at": "2026-07-28T08:36:59Z"
        },
        {
          "tag": "plugins/agento11y/v0.20.0",
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          "published_at": "2026-07-21T12:02:28Z"
        },
        {
          "tag": "plugins/sigil/v0.19.0",
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          "published_at": "2026-07-17T08:58:31Z"
        },
        {
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          "kind": "other",
          "published_at": "2026-07-13T13:43:46Z"
        },
        {
          "tag": "plugins/sigil/v0.17.0",
          "kind": "other",
          "published_at": "2026-06-23T04:34:28Z"
        },
        {
          "tag": "plugins/sigil/v0.16.0",
          "kind": "other",
          "published_at": "2026-06-19T18:19:32Z"
        },
        {
          "tag": "plugins/sigil/v0.15.0",
          "kind": "other",
          "published_at": "2026-06-18T22:19:11Z"
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        {
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        }
      ],
      "recent_commits": [
        {
          "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,
          "is_coding_agent": false
        },
        {
          "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
        },
        {
          "oid": "05fec8b5a7319c944bae4b169f407d62d4729725",
          "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
        },
        {
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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)",
          "author_name": "renovate-sh-app[bot]",
          "author_login": "renovate-sh-app[bot]",
          "committed_at": "2026-07-29T08:37:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "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>",
          "is_bot": true,
          "headline": "fix(deps): update dependency com.google.genai:google-genai to v1.63.0…",
          "author_name": "renovate-sh-app[bot]",
          "author_login": "renovate-sh-app[bot]",
          "committed_at": "2026-07-29T08:36:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": true,
          "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",
          "body_truncated": true,
          "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",
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        },
        {
          "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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        },
        {
          "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",
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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] (#…",
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          "author_login": "renovate-sh-app[bot]",
          "committed_at": "2026-07-28T08:47:34Z",
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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…",
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          "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,
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        },
        {
          "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",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-07-22T13:41:37Z",
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          "is_coding_agent": false
        },
        {
          "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)",
          "author_name": "renovate-sh-app[bot]",
          "author_login": "renovate-sh-app[bot]",
          "committed_at": "2026-07-22T09:02:53Z",
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          "is_coding_agent": false
        },
        {
          "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",
          "author_login": "soniaAguilarPeiron",
          "committed_at": "2026-07-22T08:55:54Z",
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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",
          "author_login": "alexander-akhmetov",
          "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",
          "author_login": "alexander-akhmetov",
          "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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          "author_login": "renovate-sh-app[bot]",
          "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)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-07-21T16:24:14Z",
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        {
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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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        {
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          "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",
          "body_truncated": true,
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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]",
          "author_login": "renovate-sh-app[bot]",
          "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…",
          "author_name": "renovate-sh-app[bot]",
          "author_login": "renovate-sh-app[bot]",
          "committed_at": "2026-07-20T15:17:55Z",
          "body_truncated": true,
          "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",
          "body_truncated": false,
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "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 -->",
          "is_bot": false,
          "headline": "docs(examples): reorganize and add TypeScript guards example (#337)",
          "author_name": "Alexander Akhmetov",
          "author_login": "alexander-akhmetov",
          "committed_at": "2026-06-23T04:42:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a1127d2dbe0596fc2432e05e3c06b48bfab73ac4",
          "body": "Releases `plugins/sigil/v0.17.0`.\n\n## [0.17.0] - 2026-06-23\n\n### Features\n\n- **plugins/sigil**: add Settings tab to the local viewer (#345)\n\n### Bug Fixes\n\n- **plugins/sigil**: stop local daemons started with go run (#344)\n\n---\n\nThe tag `plugins/sigil/v0.17.0` will be created automatically by\n`tag-s\n[…]\nthis 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 v0.17.0 (#349)",
          "author_name": "grafana-plugins-platform-bot[bot]",
          "author_login": "grafana-plugins-platform-bot[bot]",
          "committed_at": "2026-06-23T04:31:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b4aa7896659c1b40876381eb142adcd05daa592e",
          "body": "## Notes\n\nThe release workflows previously did `git commit && git push` of a\n`release/*` branch using the `grafana-plugins-platform-bot` App token,\nwhich produces an unsigned commit. A GitHub App has no user identity to\nregister a signing key against, so the fix is to let GitHub create the\ncommit se\n[…]\n (use `dry-run` where available) and confirm\nthe release-branch commit shows Verified (author = bot, committer =\n`GitHub <noreply@github.com>`), and that the PR, tags, and auto-merge\nbehave as before.",
          "is_bot": false,
          "headline": "chore(actions): sign sdk release commits from workflow actions (#347)",
          "author_name": "Jack Gordley",
          "author_login": "jgordley",
          "committed_at": "2026-06-23T04:28:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
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                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "critical",
        "name": "Security",
        "value": 19,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "dependency_lockfiles"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "source": "file_signals",
              "lockfiles": [
                "go.sum",
                "package-lock.json",
                "pnpm-lock.yaml",
                "uv.lock"
              ],
              "manifests": [
                "go/go.mod",
                "java/build.gradle.kts",
                "js-core/package.json",
                "js/package.json",
                "package.json",
                "python/pyproject.toml",
                "python/setup.py"
              ],
              "has_codeql_workflow": false,
              "has_security_policy": false,
              "has_dependabot_config": false
            },
            "components": [
              {
                "key": "security_policy_security_md",
                "name": "Security policy (SECURITY.md)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "dependabot_config",
                "name": "Dependabot config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "dependency_lockfiles",
                "name": "Dependency lockfiles",
                "detail": "published library — lockfiles are an application concern, not expected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "lockfiles_not_expected",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "codeql_workflow",
                "name": "CodeQL workflow",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Matched the npm:@grafana/agento11y@0.9.0 runtime dependency closure — what installing the published package pulls in — 312 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "npm:@grafana/agento11y@0.9.0",
                  "assessed": 312
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 89,
            "inputs": {
              "source": "osv",
              "advisories": 1,
              "affected_packages": 1,
              "assessed_packages": 312,
              "unassessed_packages": 0,
              "affected_by_severity": "moderate 1",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "1 affected: @opentelemetry/core 2.6.0 (moderate 5.3)",
                "points": 14.4,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "@opentelemetry/core 2.6.0 (moderate 5.3)"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 312,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 11
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "exceptional",
        "name": "AI Readiness",
        "value": 93,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "exceptional",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "has_llms_txt": true,
              "legible_history_share": 1,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md",
                "js/docs/providers/gemini.md"
              ],
              "agent_instruction_max_bytes": 5023
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md, js/docs/providers/gemini.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md, js/docs/providers/gemini.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": "llms.txt present",
                "points": 15,
                "status": "met",
                "details": [
                  {
                    "code": "llms_txt_present",
                    "params": {}
                  }
                ],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "71 of 71 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 71,
                      "sampled": 71
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 91,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json",
                "pnpm-lock.yaml",
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "examples/experiments/python/mise.toml",
                "examples/python-langchain/mise.toml",
                "mise.toml",
                "plugins/agento11y/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "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"
              ],
              "agent_commit_share": 0.1,
              "toolchain_manifests": [
                "dotnet/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_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "examples/experiments/python/mise.toml, examples/python-langchain/mise.toml, mise.toml, plugins/agento11y/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples/experiments/python/mise.toml, examples/python-langchain/mise.toml, mise.toml, plugins/agento11y/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml, biome.json, ruff.toml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml, biome.json, ruff.toml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "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",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "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"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "10 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 10,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 236901,
              "source_files_sampled": 757,
              "oversized_source_files": 17
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "17/757 source files over 60KB",
                "points": 53.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 757,
                      "oversized": 17
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "excellent",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "example_dirs": [
                "example",
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_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"
              ]
            },
            "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": [
                  {
                    "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"
                    }
                  }
                ],
                "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"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v2.5.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计Go, npm, PyPI.