公开记录
软件健康报告模式 0.31.0 · 指标 2.5.0 · 2026-08-05 04:20 UTC

comet-ml / opik

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

Python · TypeScriptApache-2.0★ 21,114 星标⑂ 1,672 复刻始于 2023年5月在 GitHub 上查看 ↗
类型网络服务MCP 服务器命令行工具网页界面如何判定

comet-ml/opik 的健康指数为 100 分中的 96 分,处于「卓越」区间。 其得分最高的类别是Vitality(100/100),最低的是Security(44/100)。 最近一次更新在今天。 近期的大部分工作由 6 位贡献者完成。

96
总分 / 100
卓越

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。

96
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 83 经校准后在公布的指数量表上为 96(记录校准 2026-08-02)。

所有权

Comet组织
766 关注者71 个公开仓库始于 2017年8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标签
PyPIopik2.2.18-5590 天前opik
PyPIopik_optimizer3.1.1-607 天前
npmopik2.2.18111,9414850 天前opiksdkjavascriptjavascript-sdktypescripttypescript-sdkcomet

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?

100卓越 · 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
36/36提交节奏 — 52 周中有 52 周有提交
18/18提交量 — 最近一年 4,161 次提交
0/10OpenSSF Scorecard:Maintained — 无数据
所用输入
commits_last_year4,161
human_commit_share0.88
days_since_last_push0
active_weeks_last_year52

发布纪律

100卓越
评分方式
27/27有发布版本 — 已发布 100 个发布版本
36/36发布时效 — 最近一次发布版本于 0 天前
27/27发布节奏 — 约每 0.8 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count100
latest_release_tag2.2.18
releases_from_tags
days_since_latest_release0
mean_days_between_releases0.8

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?

87优秀 · 占总体的 17%
评分方式
60/60星标 — 21,114 个星标
25/25复刻 — 1,672 个复刻
11.7/15关注者 — 128 位关注者
所用输入
forks1,672
stars21,114
watchers128
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

77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)
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme
has_license
readme_badges4
has_contributing
has_issue_template
has_code_of_conduct
readme_badge_servicesgithub.com, shields.io
has_pull_request_template
评分方式
67.3/80月度下载量 — npm, pypi 合计每月 111,941 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
packagesopik, opik_optimizer, opik
dependents
ecosystemsnpm, pypi
total_downloads
monthly_downloads111,941
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?

88优秀 · 占总体的 23%
评分方式
48.6/54巴士系数 — 6 位贡献者贡献了半数提交
18.7/22.5提交分布 — 头号贡献者编写了 17% 的提交
13.5/13.5贡献者广度 — 96 位贡献者
0/10OpenSSF Scorecard:Contributors — 无数据
所用输入
bus_factor6
contributors_sampled96
top_contributor_share0.168
评分方式
36.4/42议题解决 — 87% 的议题已关闭
25.7/30PR 接受 — 已裁定的 PR 中 5,941/6,927 已合并
13/13Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 1/1
0/15OpenSSF Scorecard:Code-Review — 无数据
所用输入
merged_prs5,941
open_issues94
closed_issues608
prs_merged_7d51
prs_decided_7d55
prs_merged_30d51
prs_decided_30d55
issue_closed_ratio0.866
closed_unmerged_prs986
first_time_authors_30d1
first_time_prs_merged_30d1
first_time_prs_decided_30d1
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
20.7/25所有者影响力 — comet-ml 有 766 位关注者
25/25既往记录 — 71 个公开仓库,账户约 8 年
所用输入
followers766
owner_typeOrganization
is_verified
owner_logincomet-ml
public_repos71
account_age_days3,261
评分方式
25/25已发布且可解析 — npm, pypi 上有 3 个软件包
35/35发布时效 — 最近一次发布于 0 天前
20/20版本历史 — 559 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
packagesopik, opik_optimizer, opik
ecosystemsnpm, pypi
any_deprecated
min_days_since_publish0

工程质量

基础的工程与文档实践是否到位?

86优秀 · 占总体的 19%

工程实践

100卓越
评分方式
24/24CI 工作流 — 79 个工作流
24/24存在测试
16/16Linter 配置 — .eslintrc, .ruff.toml, eslint.config.js, eslint.config.mjs
9.6/9.6Pre-commit 钩子
6.4/6.4.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

65良好
评分方式
30/30README
0/25文档目录
15/15文档 / 主页站点 — https://www.comet.com/docs/opik/
10/10仓库描述
10/10主题标签 — 13 个主题标签
0/10Wiki
所用输入
topicsopen-source, langchain, openai, playground, prompt-engineering, llama-index, llm, llm-evaluation, llm-observability, llmops, hacktoberfest, hacktoberfest2025, evaluation
has_wiki
homepagehttps://www.comet.com/docs/opik/
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?

44薄弱 · 占总体的 16%

安全态势

50中等
评分方式
0/30安全策略(SECURITY.md)
25/25Dependabot 配置
25/25依赖锁定文件 — package-lock.json, pnpm-lock.yaml
0/20CodeQL 工作流
所用输入
sourcefile_signals
lockfilespackage-lock.json, pnpm-lock.yaml
manifeststests_load/requirements.txt
has_codeql_workflow
has_security_policy
has_dependabot_config
评分方式
1.7/35直接依赖不含已知公告 — 20 个受影响:litellm 1.83.14 (critical 9.8), axios 1.13.4 (high 8.7), axios 1.16.0 (high 8.2),另有 17 个
0/25间接依赖不含已知公告 — 在此范围内,传递依赖集合无法与开发和测试依赖区分
12/40没有长期未处理的公告 — 13 个携带公告的软件包超过 90 天未处理;最早一条发布于 350 天前
所用输入
sourceosv
advisories356
affected_packages101
assessed_packages2,522
unassessed_packages142
affected_by_severitycritical 4, high 46, moderate 20, low 2, unknown 29
direct_affected_packages20
已排除计分(无数据或不适用):间接依赖不含已知公告。 其余权重已重新归一化。 已将 2522 个已解析依赖与 OSV 比对。 有 142 项无法评估——没有已解析的版本、生态系统不受支持,或超出所报告的软件包清单。 该仓库未发布任何索引可解析的软件包,因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起,因此仅对声明的运行时依赖计分;传递性发现仅作为背景信息列出,不计入评分。 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 — .github/copilot-instructions.md, .github/instructions/python_sdk.instructions.md, AGENTS.md, apps/opik-backend/AGENTS.md, apps/opik-documentation/AGENTS.md, sdks/opik_optimizer/AGENTS.md, sdks/python/AGENTS.md, sdks/typescript/AGENTS.md
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 88 次人类提交中有 78 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_share0.886
agent_instruction_files.github/copilot-instructions.md, .github/instructions/python_sdk.instructions.md, AGENTS.md, apps/opik-backend/AGENTS.md, apps/opik-documentation/AGENTS.md, sdks/opik_optimizer/AGENTS.md, sdks/python/AGENTS.md, sdks/typescript/AGENTS.md
agent_instruction_max_bytes38,885
评分方式
18/18一条命令的引导启动 — Makefile, apps/opik-documentation/python-sdk-docs/Makefile, sdks/opik_optimizer/Makefile
22/22自动化测试
11/11Lint / 格式化配置 — .eslintrc, .ruff.toml, eslint.config.js, eslint.config.mjs
11/11静态类型检查 — apps/opik-frontend/tsconfig.json, extensions/cursor/tsconfig.json, sdks/opik_optimizer/src/opik_optimizer/py.typed, sdks/python/src/opik/py.typed, sdks/typescript/src/opik/configure/tsconfig.json, sdks/typescript/src/opik/integrations/opik-gemini/tsconfig.json, sdks/typescript/src/opik/integrations/opik-langchain/tsconfig.json, sdks/typescript/src/opik/integrations/opik-openai/tsconfig.json, sdks/typescript/src/opik/integrations/opik-otel/tsconfig.json, sdks/typescript/src/opik/integrations/opik-vercel/tsconfig.json, sdks/typescript/tsconfig.json, tests_end_to_end/e2e/tsconfig.json, tests_end_to_end/visual-tests/tsconfig.json
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 53 次由代理编写或署名代理
8/8自动化维护 — 最近 100 次提交中有 12 次为自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — 无数据
所用输入
has_nix
has_tests
lockfilespackage-lock.json, pnpm-lock.yaml
has_dockerfile
typed_language
bootstrap_filesMakefile, apps/opik-documentation/python-sdk-docs/Makefile, sdks/opik_optimizer/Makefile
has_devcontainer
has_linter_config
typecheck_configsapps/opik-frontend/tsconfig.json, extensions/cursor/tsconfig.json, sdks/opik_optimizer/src/opik_optimizer/py.typed, sdks/python/src/opik/py.typed, sdks/typescript/src/opik/configure/tsconfig.json, sdks/typescript/src/opik/integrations/opik-gemini/tsconfig.json, sdks/typescript/src/opik/integrations/opik-langchain/tsconfig.json, sdks/typescript/src/opik/integrations/opik-openai/tsconfig.json, sdks/typescript/src/opik/integrations/opik-otel/tsconfig.json, sdks/typescript/src/opik/integrations/opik-vercel/tsconfig.json, sdks/typescript/tsconfig.json, tests_end_to_end/e2e/tsconfig.json, tests_end_to_end/visual-tests/tsconfig.json
agent_commit_share0.53
toolchain_manifestsapps/opik-backend/pom.xml
dependency_bot_commit_share0.12
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(apps/opik-frontend/tsconfig.json, extensions/cursor/tsconfig.json, sdks/opik_optimizer/src/opik_optimizer/py.typed, sdks/python/src/opik/py.typed, sdks/typescript/src/opik/configure/tsconfig.json, sdks/typescript/src/opik/integrations/opik-gemini/tsconfig.json, sdks/typescript/src/opik/integrations/opik-langchain/tsconfig.json, sdks/typescript/src/opik/integrations/opik-openai/tsconfig.json, sdks/typescript/src/opik/integrations/opik-otel/tsconfig.json, sdks/typescript/src/opik/integrations/opik-vercel/tsconfig.json, sdks/typescript/tsconfig.json, tests_end_to_end/e2e/tsconfig.json, tests_end_to_end/visual-tests/tsconfig.json)
54.6/55可控的文件大小 — 采样的 9,762 个源文件中有 78 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes3,170,586
source_files_sampled9,762
oversized_source_files78
评分方式
40/40API 模式(OpenAPI/GraphQL/proto) — sdks/code_generation/fern/openapi/openapi.yaml
20/20MCP 服务器
40/40可运行示例 — cookbook, examples, notebooks
所用输入
example_dirscookbook, examples, notebooks
has_mcp_signal
api_schema_filessdks/code_generation/fern/openapi/openapi.yaml

关键数据

21,114GitHub 星标
96贡献者
4,161最近 12 个月提交数
0距最近推送天数
100发布版本数
6巴士系数(bus factor)
94开放议题
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
  • First-time contributor figures cover 12 of 15 authors (cap 12)
  • Could not fetch maven package 'com.comet.opik:opik-backend' from its registry
  • Could not fetch pypi package 'opik_backend' from its registry
  • Could not fetch npm package 'opik-visual-tests' from its registry
  • deps.dev does not index pypi:opik@2.2.18; advisories assessed against the repository dependency graph instead
  • Advisory severity resolved for 120 of 223 advisories (lookup cap); the remainder are reported as unknown severity
  • OpenSSF Scorecard did not return a usable result (2026/08/05 04:19:24 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks

更多细节

Star 与 Fork 历史 0 ★ / 1,672 ⇿
0Star
1,672Fork
87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。

仅显示最近的历史——该仓库超出采集窗口,因此未采集最早的历史记录。

5007501,0001,2501,5001,7501,672202025-062026-012026-08
主版本 0次版本 0修订 87

每个点涵盖 2 天。

直接依赖 212
注册表软件包版本约束清单文件
Mavenio.dropwizard:dropwizard-dependencies${dropwizard.version}apps/opik-backend/pom.xml
Mavenorg.testcontainers:testcontainers-bom${testcontainers.version}apps/opik-backend/pom.xml
Mavensoftware.amazon.awssdk:bom${aws.java.sdk.version}apps/opik-backend/pom.xml
Mavendev.langchain4j:langchain4j-bom1.18.0apps/opik-backend/pom.xml
Mavenio.netty:netty-bom4.2.13.Finalapps/opik-backend/pom.xml
Mavenorg.eclipse.jetty:jetty-bom12.1.7apps/opik-backend/pom.xml
Mavenorg.eclipse.jetty.ee10:jetty-ee10-bom12.1.7apps/opik-backend/pom.xml
Mavenorg.apache.httpcomponents.core5:httpcore55.4apps/opik-backend/pom.xml
Mavennet.minidev:json-smart2.6.0apps/opik-backend/pom.xml
Mavenorg.assertj:assertj-core3.27.7apps/opik-backend/pom.xml
Mavencom.github.spullara.mustache.java:compiler0.9.14apps/opik-backend/pom.xml
Mavenio.opentelemetry.instrumentation:opentelemetry-instrumentation-annotations${opentelmetry.version}apps/opik-backend/pom.xml
Mavenio.opentelemetry.instrumentation:opentelemetry-r2dbc-1.0${opentelmetry.version}-alphaapps/opik-backend/pom.xml
Mavensoftware.amazon.awssdk:rdsapps/opik-backend/pom.xml
Mavensoftware.amazon.awssdk:s3apps/opik-backend/pom.xml
Mavensoftware.amazon.awssdk:authapps/opik-backend/pom.xml
Mavensoftware.amazon.awssdk:stsapps/opik-backend/pom.xml
Mavensoftware.amazon.jdbc:aws-advanced-jdbc-wrapper4.3.0apps/opik-backend/pom.xml
Mavenio.dropwizard:dropwizard-coreapps/opik-backend/pom.xml
Mavenio.dropwizard:dropwizard-clientapps/opik-backend/pom.xml
Mavenorg.eclipse.jetty.ee10:jetty-ee10-servletsapps/opik-backend/pom.xml
Mavenorg.glassfish.jersey.media:jersey-media-multipartapps/opik-backend/pom.xml
Mavenio.dropwizard:dropwizard-formsapps/opik-backend/pom.xml
Mavencom.google.guava:guavaapps/opik-backend/pom.xml
Mavenorg.redisson:redisson${redisson.version}apps/opik-backend/pom.xml
Mavencom.fasterxml.jackson.core:jackson-annotationsapps/opik-backend/pom.xml
Mavenjakarta.validation:jakarta.validation-apiapps/opik-backend/pom.xml
Mavenorg.hibernate.validator:hibernate-validatorapps/opik-backend/pom.xml
Mavenru.vyarus:dropwizard-guicey${dropwizard-guicey.version}apps/opik-backend/pom.xml
Mavenio.swagger.core.v3:swagger-core${swagger.version}apps/opik-backend/pom.xml
Mavenio.dropwizard:dropwizard-migrationsapps/opik-backend/pom.xml
Mavencom.mysql:mysql-connector-j${mysql.version}apps/opik-backend/pom.xml
Mavenio.dropwizard:dropwizard-jdbi3apps/opik-backend/pom.xml
Mavenru.vyarus.guicey:guicey-jdbi3${dropwizard-guicey.version}apps/opik-backend/pom.xml
Mavenio.github.dropwizard-jobs:dropwizard-jobs-guice7.0.0apps/opik-backend/pom.xml
Mavenorg.jdbi:jdbi3-stringtemplate4${stringtemplate.version}apps/opik-backend/pom.xml
Mavendev.langchain4j:langchain4j-vertex-ai-geminiapps/opik-backend/pom.xml
Mavenorg.jdbi:jdbi3-jsonapps/opik-backend/pom.xml
Mavenorg.jdbi:jdbi3-jackson2apps/opik-backend/pom.xml
Mavenjakarta.annotation:jakarta.annotation-api${jakarta.annotation.version}apps/opik-backend/pom.xml
Mavennet.thisptr:jackson-jq${jackson-jq.version}apps/opik-backend/pom.xml
Mavencom.mediarithmics:liquibase-clickhouse${liquibase-clickhouse.version}apps/opik-backend/pom.xml
Mavencom.clickhouse:clickhouse-r2dbc${clickhouse-java.version}apps/opik-backend/pom.xml
Mavencom.clickhouse:clickhouse-http-client${clickhouse-java.version}apps/opik-backend/pom.xml
Mavencom.clickhouse:client-v2${clickhouse-java.version}apps/opik-backend/pom.xml
Mavenorg.apache.httpcomponents.client5:httpclient55.6.1apps/opik-backend/pom.xml
Mavenorg.apache.commons:commons-csv1.14.1apps/opik-backend/pom.xml
Mavencommons-io:commons-io2.22.0apps/opik-backend/pom.xml
Mavenorg.mvel:mvel22.5.2.Finalapps/opik-backend/pom.xml
Mavenorg.mapstruct:mapstruct${org.mapstruct.version}apps/opik-backend/pom.xml
Mavencom.fasterxml.uuid:java-uuid-generator${uuid.java.generator.version}apps/opik-backend/pom.xml
Mavencom.jayway.jsonpath:json-path${json-path.version}apps/opik-backend/pom.xml
Mavendev.langchain4j:langchain4j-open-aiapps/opik-backend/pom.xml
Mavendev.langchain4j:langchain4j-open-ai-officialapps/opik-backend/pom.xml
Mavendev.langchain4j:langchain4j-anthropicapps/opik-backend/pom.xml
Mavendev.langchain4j:langchain4j-google-ai-geminiapps/opik-backend/pom.xml
Mavendev.langchain4j:langchain4j-http-client-jdkapps/opik-backend/pom.xml
Mavenorg.apache.commons:commons-compress1.28.0apps/opik-backend/pom.xml
Mavencom.google.protobuf:protobuf-java${google-protobuf.version}apps/opik-backend/pom.xml
Mavencom.google.protobuf:protobuf-java-util${google-protobuf.version}apps/opik-backend/pom.xml
Mavenio.opentelemetry.proto:opentelemetry-proto1.11.0-alphaapps/opik-backend/pom.xml
Mavenorg.apache.tika:tika-core3.3.0apps/opik-backend/pom.xml
Mavenio.vavr:vavr1.0.0apps/opik-backend/pom.xml
npm@codemirror/lang-json^6.0.1apps/opik-frontend/package.json
npm@codemirror/lang-python^6.1.6apps/opik-frontend/package.json
npm@codemirror/lang-yaml^6.1.1apps/opik-frontend/package.json
npm@codemirror/language^6.0.0apps/opik-frontend/package.json
npm@codemirror/legacy-modes^6.5.3apps/opik-frontend/package.json
npm@codemirror/search^6.5.10apps/opik-frontend/package.json
npm@dnd-kit/core^6.3.1apps/opik-frontend/package.json
npm@dnd-kit/modifiers^8.0.0apps/opik-frontend/package.json
npm@dnd-kit/sortable^8.0.0apps/opik-frontend/package.json
npm@hookform/resolvers^3.10.0apps/opik-frontend/package.json
npm@lezer/common^1.2.1apps/opik-frontend/package.json
npm@lezer/highlight^1.2.1apps/opik-frontend/package.json
npm@radix-ui/react-accordion^1.2.0apps/opik-frontend/package.json
npm@radix-ui/react-avatar^1.1.0apps/opik-frontend/package.json
npm@radix-ui/react-checkbox^1.1.1apps/opik-frontend/package.json
npm@radix-ui/react-dialog^1.1.0apps/opik-frontend/package.json
npm@radix-ui/react-dropdown-menu2.1.1apps/opik-frontend/package.json
npm@radix-ui/react-hover-card^1.1.6apps/opik-frontend/package.json
npm@radix-ui/react-label^2.1.1apps/opik-frontend/package.json
npm@radix-ui/react-popover1.1.1apps/opik-frontend/package.json
npm@radix-ui/react-radio-group^1.3.8apps/opik-frontend/package.json
npm@radix-ui/react-select^2.1.1apps/opik-frontend/package.json
npm@radix-ui/react-separator^1.1.0apps/opik-frontend/package.json
npm@radix-ui/react-slider^1.2.1apps/opik-frontend/package.json
npm@radix-ui/react-slot^1.1.1apps/opik-frontend/package.json
npm@radix-ui/react-switch^1.1.0apps/opik-frontend/package.json
npm@radix-ui/react-tabs^1.1.0apps/opik-frontend/package.json
npm@radix-ui/react-toast^1.2.1apps/opik-frontend/package.json
npm@radix-ui/react-toggle^1.1.0apps/opik-frontend/package.json
npm@radix-ui/react-toggle-group^1.1.0apps/opik-frontend/package.json
npm@radix-ui/react-tooltip^1.1.2apps/opik-frontend/package.json
npm@sentry/react^9.1.0apps/opik-frontend/package.json
npm@tanstack/react-query^5.45.0apps/opik-frontend/package.json
npm@tanstack/react-router^1.36.3apps/opik-frontend/package.json
npm@tanstack/react-table^8.17.3apps/opik-frontend/package.json
npm@tanstack/react-virtual^3.13.4apps/opik-frontend/package.json
npm@types/diff^5.2.2apps/opik-frontend/package.json
npm@types/md5^2.3.5apps/opik-frontend/package.json
npm@types/react-grid-layout^1.3.6apps/opik-frontend/package.json
npm@types/segment-analytics^0.0.38apps/opik-frontend/package.json
npm@uiw/codemirror-extensions-hyper-link^4.25.1apps/opik-frontend/package.json
npm@uiw/codemirror-theme-github^4.23.3apps/opik-frontend/package.json
npm@uiw/react-codemirror^4.23.10apps/opik-frontend/package.json
npmansi-to-html^0.7.2apps/opik-frontend/package.json
npmasync^3.2.6apps/opik-frontend/package.json
npmaxios^1.13.4apps/opik-frontend/package.json
npmclass-variance-authority^0.7.0apps/opik-frontend/package.json
npmclipboard-copy^4.0.1apps/opik-frontend/package.json
npmclsx^2.1.1apps/opik-frontend/package.json
npmcmdk^1.0.0apps/opik-frontend/package.json
npmcodemirror^6.0.1apps/opik-frontend/package.json
npmdate-fns^3.6.0apps/opik-frontend/package.json
npmdayjs^1.11.11apps/opik-frontend/package.json
npmdiff^7.0.0apps/opik-frontend/package.json
npmfile-saver^2.0.5apps/opik-frontend/package.json
npmflattie^1.1.1apps/opik-frontend/package.json
npmjs-yaml^4.1.0apps/opik-frontend/package.json
npmjson-2-csv^5.5.6apps/opik-frontend/package.json
npmjsonpath-plus^10.3.0apps/opik-frontend/package.json
npmlinkify-react^4.3.2apps/opik-frontend/package.json
npmlinkifyjs^4.3.2apps/opik-frontend/package.json
npmlodash^4.17.21apps/opik-frontend/package.json
npmlucide-react^0.461.0apps/opik-frontend/package.json
npmmd5^2.3.0apps/opik-frontend/package.json
npmmermaid^11.4.1apps/opik-frontend/package.json
npmmustache^4.2.0apps/opik-frontend/package.json
npmpatch-package^8.0.0apps/opik-frontend/package.json
npmposthog-js^1.341.0apps/opik-frontend/package.json
npmre-resizable^6.10.3apps/opik-frontend/package.json
npmreact^18.3.1apps/opik-frontend/package.json
npmreact-day-picker^8.10.1apps/opik-frontend/package.json
npmreact-dom^18.3.1apps/opik-frontend/package.json
npmreact-grid-layout^1.5.2apps/opik-frontend/package.json
npmreact-h5-audio-player^3.10.1apps/opik-frontend/package.json
npmreact-hook-form^7.54.2apps/opik-frontend/package.json
npmreact-hotkeys-hook^4.5.1apps/opik-frontend/package.json
npmreact-intersection-observer^10.0.0apps/opik-frontend/package.json
npmreact-markdown^9.0.1apps/opik-frontend/package.json
npmreact-pdf^10.3.0apps/opik-frontend/package.json
npmreact-player^2.16.0apps/opik-frontend/package.json
npmreact-resizable-panels^2.0.20apps/opik-frontend/package.json
npmreact-textarea-autosize^8.5.7apps/opik-frontend/package.json
npmreact18-json-view^0.2.8apps/opik-frontend/package.json
npmrecharts^2.15.1apps/opik-frontend/package.json
npmrehype-raw^7.0.0apps/opik-frontend/package.json
npmrehype-sanitize^6.0.0apps/opik-frontend/package.json
npmremark-breaks^4.0.0apps/opik-frontend/package.json
npmremark-gfm^4.0.1apps/opik-frontend/package.json
npmsanitize-html^2.17.0apps/opik-frontend/package.json
npmslugify^1.6.6apps/opik-frontend/package.json
npmstylelint-scss^6.4.1apps/opik-frontend/package.json
npmtailwind-merge^2.3.0apps/opik-frontend/package.json
npmtailwindcss-animate^1.0.7apps/opik-frontend/package.json
npmuniqid^5.4.0apps/opik-frontend/package.json
npmunist-util-visit^5.0.0apps/opik-frontend/package.json
npmuse-local-storage-state^19.3.1apps/opik-frontend/package.json
npmuse-query-params^2.2.1apps/opik-frontend/package.json
npmuuid^10.0.0apps/opik-frontend/package.json
npmzod^3.24.1apps/opik-frontend/package.json
npmzustand^4.5.2apps/opik-frontend/package.json
npm@sentry/node^10.38.0extensions/cursor/package.json
npmglob^11.1.0extensions/cursor/package.json
npmnode-fetch^3.3.2extensions/cursor/package.json
npmopik^1.10.9extensions/cursor/package.json
npmuuid^11.0.3extensions/cursor/package.json
PyPIdatasetssdks/opik_optimizer/pyproject.toml
PyPIdeap>=1.4.3sdks/opik_optimizer/pyproject.toml
PyPIgepa>=0.1.0sdks/opik_optimizer/pyproject.toml
PyPIhf_xetsdks/opik_optimizer/pyproject.toml
PyPIlitellm>=1.79.2,!=1.81.*,!=1.82.*,!=1.83.0,!=1.83.1,!=1.83.2,!=1.83.3,!=1.83.4,!=1.83.5,!=1.83.6,!=1.92.*sdks/opik_optimizer/pyproject.toml
PyPImcp>=1.0.0sdks/opik_optimizer/pyproject.toml
PyPIopik>=1.9.7sdks/opik_optimizer/pyproject.toml
PyPIoptunasdks/opik_optimizer/pyproject.toml
PyPIpandassdks/opik_optimizer/pyproject.toml
PyPIpydanticsdks/opik_optimizer/pyproject.toml
PyPIpyrate-limitersdks/opik_optimizer/pyproject.toml
PyPItqdmsdks/opik_optimizer/pyproject.toml
PyPIrichsdks/opik_optimizer/pyproject.toml
PyPIpillowsdks/opik_optimizer/pyproject.toml
npm@ai-sdk/anthropic^3.0.1sdks/typescript/package.json
npm@ai-sdk/google^3.0.5sdks/typescript/package.json
npm@ai-sdk/google-vertex^4.0.1sdks/typescript/package.json
npm@ai-sdk/openai^3.0.7sdks/typescript/package.json
npmai^6.0.13sdks/typescript/package.json
npmansi-escapes^7.0.0sdks/typescript/package.json
npmboxen^8.0.1sdks/typescript/package.json
npmchalk^5.4.1sdks/typescript/package.json
npmdate-fns^3.5.0sdks/typescript/package.json
npmdotenv^16.5.0sdks/typescript/package.json
npmfast-deep-equal^3.1.3sdks/typescript/package.json
npmfast-json-stable-stringify^2.1.0sdks/typescript/package.json
npmform-data-encoder^4.0.2sdks/typescript/package.json
npmformdata-node^6.0.3sdks/typescript/package.json
npmini^5.0.0sdks/typescript/package.json
npmjest-diff^29.7.0sdks/typescript/package.json
npmmustache^4.2.0sdks/typescript/package.json
npmnode-fetch^3.3.2sdks/typescript/package.json
npmnunjucks^3.2.4sdks/typescript/package.json
npmora^8.2.0sdks/typescript/package.json
npmqs^6.13.1sdks/typescript/package.json
npmreadable-stream^4.7.0sdks/typescript/package.json
npmtslog^4.9.3sdks/typescript/package.json
npmurl-join^5.0.0sdks/typescript/package.json
npmuuid^11.0.3sdks/typescript/package.json
npmxxhash-wasm^1.1.0sdks/typescript/package.json
npmjs-yaml^4.1.0tests_end_to_end/e2e/package.json
npmopik^2.0.40tests_end_to_end/e2e/package.json
npmaxios^1.7.0tests_end_to_end/visual-tests/package.json
npmdotenv^16.4.0tests_end_to_end/visual-tests/package.json
全部依赖 2,664

来自 GitHub 依赖图的完整解析依赖集合:282 个直接依赖与 2,382 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
Mavencom.clickhouse:clickhouse-http-client0.9.8直接
Mavencom.clickhouse:clickhouse-r2dbc0.9.8直接
Mavencom.clickhouse:client-v20.9.8直接
Mavencom.fasterxml.jackson.core:jackson-annotations直接
Mavencom.fasterxml.uuid:java-uuid-generator5.2.0直接
Mavencom.github.spullara.mustache.java:compiler0.9.14直接
Mavencom.google.guava:guava直接
Mavencom.google.protobuf:protobuf-java4.35.1直接
Mavencom.google.protobuf:protobuf-java-util4.35.1直接
Mavencom.jayway.jsonpath:json-path3.0.0直接
Mavencom.mediarithmics:liquibase-clickhouse0.7.2直接
Mavencom.mysql:mysql-connector-j9.7.0直接
Mavencommons-io:commons-io2.22.0直接
Mavendev.langchain4j:langchain4j-anthropic直接
Mavendev.langchain4j:langchain4j-bom1.18.0直接
Mavendev.langchain4j:langchain4j-google-ai-gemini直接
Mavendev.langchain4j:langchain4j-http-client-jdk直接
Mavendev.langchain4j:langchain4j-open-ai直接
Mavendev.langchain4j:langchain4j-open-ai-official直接
Mavendev.langchain4j:langchain4j-vertex-ai-gemini直接
Mavenio.dropwizard:dropwizard-client直接
Mavenio.dropwizard:dropwizard-core直接
Mavenio.dropwizard:dropwizard-dependencies5.0.2直接
Mavenio.dropwizard:dropwizard-forms直接
Mavenio.dropwizard:dropwizard-jdbi3直接
Mavenio.dropwizard:dropwizard-migrations直接
Mavenio.github.dropwizard-jobs:dropwizard-jobs-guice7.0.0直接
Mavenio.netty:netty-bom4.2.13直接
Mavenio.opentelemetry.instrumentation:opentelemetry-instrumentation-annotations2.30.0直接
Mavenio.opentelemetry.instrumentation:opentelemetry-r2dbc-1.02.30.0-alpha直接
Mavenio.opentelemetry.proto:opentelemetry-proto1.11.0-alpha直接
Mavenio.swagger.core.v3:swagger-core2.2.33直接
Mavenio.vavr:vavr1.0.0直接
Mavenjakarta.annotation:jakarta.annotation-api3.0.0直接
Mavenjakarta.validation:jakarta.validation-api直接
Mavennet.minidev:json-smart2.6.0直接
Mavennet.thisptr:jackson-jq1.6.1直接
Mavenorg.apache.commons:commons-compress1.28.0直接
Mavenorg.apache.commons:commons-csv1.14.1直接
Mavenorg.apache.httpcomponents.client5:httpclient55.6.1直接
Mavenorg.apache.httpcomponents.core5:httpcore55.4直接
Mavenorg.apache.tika:tika-core3.3.0直接
Mavenorg.assertj:assertj-core直接
Mavenorg.assertj:assertj-core3.27.7直接
Mavenorg.eclipse.jetty.ee10:jetty-ee10-bom12.1.7直接
Mavenorg.eclipse.jetty.ee10:jetty-ee10-servlets直接
Mavenorg.eclipse.jetty:jetty-bom12.1.7直接
Mavenorg.glassfish.jersey.media:jersey-media-multipart直接
Mavenorg.hibernate.validator:hibernate-validator直接
Mavenorg.jdbi:jdbi3-jackson2直接
Mavenorg.jdbi:jdbi3-json直接
Mavenorg.jdbi:jdbi3-stringtemplate43.54.0直接
Mavenorg.mapstruct:mapstruct1.6.3直接
Mavenorg.mvel:mvel22.5.2直接
Mavenorg.redisson:redisson4.6.1直接
Mavenorg.testcontainers:testcontainers-bom2.0.2直接
Mavenru.vyarus.guicey:guicey-jdbi38.0.0直接
Mavenru.vyarus:dropwizard-guicey8.0.0直接
Mavensoftware.amazon.awssdk:auth直接
Mavensoftware.amazon.awssdk:bom2.49.3直接
Mavensoftware.amazon.awssdk:rds直接
Mavensoftware.amazon.awssdk:s3直接
Mavensoftware.amazon.awssdk:sts直接
Mavensoftware.amazon.jdbc:aws-advanced-jdbc-wrapper4.3.0直接
npm@ai-sdk/anthropic3.0.39直接
npm@ai-sdk/anthropic3.0.71直接
npm@ai-sdk/anthropic3.0.78直接
npm@ai-sdk/anthropic3.0.85直接
npm@ai-sdk/anthropic3.0.9直接
npm@ai-sdk/google3.0.22直接
npm@ai-sdk/google3.0.6直接
npm@ai-sdk/google3.0.64直接
npm@ai-sdk/google3.0.75直接
npm@ai-sdk/google-vertex4.0.11直接
npm@ai-sdk/google-vertex4.0.112直接
npm@ai-sdk/google-vertex4.0.131直接
npm@ai-sdk/google-vertex4.0.47直接
npm@ai-sdk/openai3.0.26直接
npm@ai-sdk/openai3.0.53直接
npm@ai-sdk/openai3.0.64直接
npm@ai-sdk/openai3.0.7直接
npm@codemirror/lang-json6.0.1直接
npm@codemirror/lang-python6.1.6直接
npm@codemirror/lang-yaml6.1.1直接
npm@codemirror/language6.10.2直接
npm@codemirror/legacy-modes6.5.3直接
npm@codemirror/search6.5.10直接
npm@dnd-kit/core6.3.1直接
npm@dnd-kit/modifiers8.0.0直接
npm@dnd-kit/sortable8.0.0直接
npm@hookform/resolvers3.10.0直接
npm@lezer/common1.2.1直接
npm@lezer/highlight1.2.1直接
npm@radix-ui/react-accordion1.2.0直接
npm@radix-ui/react-avatar1.1.0直接
npm@radix-ui/react-checkbox1.1.1直接
npm@radix-ui/react-dialog1.0.5直接
npm@radix-ui/react-dialog1.1.0直接
npm@radix-ui/react-dropdown-menu2.1.1直接
npm@radix-ui/react-hover-card1.1.6直接
npm@radix-ui/react-label2.1.1直接
npm@radix-ui/react-popover1.1.1直接
npm@radix-ui/react-radio-group1.3.8直接
npm@radix-ui/react-select2.1.1直接
npm@radix-ui/react-separator1.1.0直接
npm@radix-ui/react-slider1.2.2直接
npm@radix-ui/react-slot1.0.2直接
npm@radix-ui/react-slot1.1.0直接
npm@radix-ui/react-slot1.1.1直接
npm@radix-ui/react-slot1.1.2直接
npm@radix-ui/react-slot1.2.3直接
npm@radix-ui/react-switch1.1.0直接
npm@radix-ui/react-tabs1.1.0直接
npm@radix-ui/react-toast1.2.1直接
npm@radix-ui/react-toggle1.1.0直接
npm@radix-ui/react-toggle-group1.1.0直接
npm@radix-ui/react-tooltip1.1.2直接
npm@sentry/node10.38.0直接
npm@sentry/react9.1.0直接
npm@tanstack/react-query5.45.0直接
npm@tanstack/react-router1.36.3直接
npm@tanstack/react-table8.17.3直接
npm@tanstack/react-virtual3.13.4直接
npm@types/diff5.2.2直接
npm@types/md52.3.5直接
npm@types/react-grid-layout1.3.6直接
npm@types/segment-analytics0.0.38直接
npm@uiw/codemirror-extensions-hyper-link4.25.1直接
npm@uiw/codemirror-theme-github4.23.3直接
npm@uiw/react-codemirror4.23.10直接
npmai6.0.168直接
npmai6.0.185直接
npmai6.0.19直接
npmai6.0.23直接
npmai6.0.77直接
npmansi-escapes6.2.1直接
npmansi-escapes7.0.0直接
npmansi-escapes7.1.1直接
npmansi-escapes7.2.0直接
npmansi-escapes7.3.0直接
npmansi-to-html0.7.2直接
npmasync3.2.6直接
npmaxios1.13.4直接
npmaxios1.16.0直接
npmboxen8.0.1直接
npmchalk3.0.0直接
npmchalk4.1.2直接
npmchalk5.3.0直接
npmchalk5.4.1直接
npmchalk5.6.2直接
npmclass-variance-authority0.7.0直接
npmclipboard-copy4.0.1直接
npmclsx2.0.0直接
npmclsx2.1.1直接
npmcmdk1.0.0直接
npmcodemirror6.0.1直接
npmdate-fns2.30.0直接
npmdate-fns3.6.0直接
npmdayjs1.11.11直接
npmdiff5.2.2直接
npmdiff7.0.0直接
npmdotenv16.5.0直接
npmdotenv16.6.1直接
npmdotenv17.2.3直接
npmfast-deep-equal3.1.3直接
npmfast-json-stable-stringify2.1.0直接
npmfile-saver2.0.5直接
npmflattie1.1.1直接
npmform-data-encoder1.7.2直接
npmform-data-encoder4.1.0直接
npmformdata-node4.4.1直接
npmformdata-node6.0.3直接
npmglob10.5.0直接
npmglob11.1.0直接
npmglob13.0.1直接
npmglob7.2.3直接
npmglob8.1.0直接
npmini1.3.8直接
npmini4.1.1直接
npmini5.0.0直接
npmjest-diff29.7.0直接
npmjs-yaml3.14.2直接
npmjs-yaml4.1.0直接
npmjs-yaml4.1.1直接
npmjson-2-csv5.5.6直接
npmjsonpath-plus10.3.0直接
npmlinkify-react4.3.2直接
npmlinkifyjs4.3.2直接
npmlodash4.17.21直接
npmlodash4.17.23直接
npmlucide-react0.461.0直接
npmmd52.3.0直接
npmmermaid11.4.1直接
npmmustache4.2.0直接
npmnode-fetch2.7.0直接
npmnode-fetch3.3.2直接
npmnunjucks3.2.4直接
npmopik1.10.9直接
npmopik1.8.61直接
npmopik1.8.75直接
npmopik1.8.83直接
npmopik2.0.17直接
npmopik2.0.40直接
npmora8.2.0直接
npmpatch-package8.0.0直接
npmposthog-js1.341.0直接
npmqs6.14.1直接
npmqs6.15.1直接
npmqs6.15.2直接
npmre-resizable6.10.3直接
npmreact18.3.1直接
npmreact-day-picker8.10.1直接
npmreact-dom18.3.1直接
npmreact-grid-layout1.5.2直接
npmreact-h5-audio-player3.10.1直接
npmreact-hook-form7.54.2直接
npmreact-hotkeys-hook4.5.1直接
npmreact-intersection-observer10.0.0直接
npmreact-markdown9.0.1直接
npmreact-pdf10.3.0直接
npmreact-player2.16.0直接
npmreact-resizable-panels2.0.20直接
npmreact-textarea-autosize8.5.7直接
npmreact18-json-view0.2.8直接
npmreadable-stream2.3.8直接
npmreadable-stream3.6.2直接
npmreadable-stream4.7.0直接
npmrecharts2.15.1直接
npmrehype-raw7.0.0直接
npmrehype-sanitize6.0.0直接
npmremark-breaks4.0.0直接
npmremark-gfm4.0.1直接
npmsanitize-html2.17.0直接
npmslugify1.6.6直接
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npmreact-transition-group4.4.5间接
npmread1.0.7间接
npmread-cache1.0.0间接
npmread-env2.0.0间接
npmread-pkg9.0.1间接
npmreaddirp3.6.0间接
npmreaddirp4.1.2间接
npmrecast0.23.11间接
npmrecharts-scale0.4.5间接
npmrechoir0.8.0间接
npmredent3.0.0间接
npmreflect.getprototypeof1.0.6间接
npmregexp-tree0.1.27间接
npmregexp.prototype.flags1.5.2间接
npmremark-parse11.0.0间接
npmremark-rehype11.1.1间接
npmremark-stringify11.0.0间接
npmrequire-directory2.1.1间接
npmrequire-from-string2.0.2间接
npmrequire-in-the-middle8.0.1间接
npmresize-observer-polyfill1.5.1间接
npmresolve1.22.11间接
npmresolve1.22.8间接
npmresolve2.0.0-next.5间接
npmresolve-from4.0.0间接
npmresolve-from5.0.0间接
npmresolve-pkg-maps1.0.0间接
npmrestore-cursor4.0.0间接
npmrestore-cursor5.1.0间接
npmretry0.13.1间接
npmrettime0.7.0间接
npmreusify1.0.4间接
npmreusify1.1.0间接
npmrfdc1.4.1间接
npmrimraf2.7.1间接
npmrimraf3.0.2间接
npmrimraf5.0.10间接
npmrobust-predicates3.0.2间接
npmrollup4.22.4间接
npmrollup4.52.3间接
npmrollup4.52.4间接
npmrollup4.52.5间接
npmrollup4.55.1间接
npmrollup4.57.1间接
npmrollup4.60.2间接
npmroughjs4.6.6间接
npmrun-applescript7.1.0间接
npmrun-async4.0.6间接
npmrun-parallel1.2.0间接
npmrw1.3.3间接
npmrxjs7.8.2间接
npmsafe-array-concat1.1.2间接
npmsafe-buffer5.1.2间接
npmsafe-buffer5.2.1间接
npmsafe-regex2.1.1间接
npmsafe-regex-test1.0.3间接
npmsafer-buffer2.1.2间接
npmsass1.77.5间接
npmsax1.4.3间接
npmscheduler0.23.2间接
npmsecretlint10.2.2间接
npmsemver5.7.2间接
npmsemver6.3.1间接
npmsemver7.7.3间接
npmsemver7.7.4间接
npmserialize-javascript6.0.2间接
npmserialize-query-params2.0.2间接
npmset-function-length1.2.2间接
npmset-function-name2.0.2间接
npmsetimmediate1.0.5间接
npmshebang-command2.0.0间接
npmshebang-regex3.0.0间接
npmside-channel1.0.6间接
npmside-channel1.1.0间接
npmside-channel-list1.0.0间接
npmside-channel-list1.0.1间接
npmside-channel-map1.0.1间接
npmside-channel-weakmap1.0.2间接
npmsiginfo2.0.0间接
npmsignal-exit3.0.7间接
npmsignal-exit4.1.0间接
npmsimple-concat1.0.1间接
npmsimple-get4.0.1间接
npmsimple-wcswidth1.1.2间接
npmsirv3.0.0间接
npmsisteransi1.0.5间接
npmslash2.0.0间接
npmslash3.0.0间接
npmslash5.1.0间接
npmslice-ansi4.0.0间接
npmslice-ansi5.0.0间接
npmslice-ansi7.1.0间接
npmsnake-case3.0.4间接
npmsource-map0.6.1间接
npmsource-map0.7.6间接
npmsource-map-js1.2.1间接
npmspace-separated-tokens2.0.2间接
npmspdx-correct3.2.0间接
npmspdx-exceptions2.5.0间接
npmspdx-expression-parse3.0.1间接
npmspdx-license-ids3.0.22间接
npmsprintf-js1.0.3间接
npmstackback0.0.2间接
npmstatuses2.0.2间接
npmstd-env3.10.0间接
npmstd-env3.8.0间接
npmstd-env3.9.0间接
npmstdin-discarder0.2.2间接
npmstop-iteration-iterator1.0.0间接
npmstrict-event-emitter0.5.1间接
npmstring-argv0.3.2间接
npmstring-width4.2.3间接
npmstring-width5.1.2间接
npmstring-width7.1.0间接
npmstring-width7.2.0间接
npmstring.prototype.matchall4.0.11间接
npmstring.prototype.trim1.2.9间接
npmstring.prototype.trimend1.0.8间接
npmstring.prototype.trimstart1.0.8间接
npmstring_decoder1.1.1间接
npmstring_decoder1.3.0间接
npmstringify-entities4.0.4间接
npmstrip-ansi6.0.1间接
npmstrip-ansi7.1.0间接
npmstrip-ansi7.1.2间接
npmstrip-ansi7.2.0间接
npmstrip-bom3.0.0间接
npmstrip-final-newline3.0.0间接
npmstrip-indent3.0.0间接
npmstrip-json-comments2.0.1间接
npmstrip-json-comments3.1.1间接
npmstrip-literal3.1.0间接
npmstructured-source4.0.0间接
npmstyle-mod4.1.2间接
npmstyle-to-object1.0.8间接
npmstylelint16.8.0间接
npmstylelint-config-recommended14.0.1间接
npmstylelint-config-recommended-scss14.1.0间接
npmstylelint-prettier5.0.0间接
npmstylis4.3.4间接
npmsucrase3.35.0间接
npmsucrase3.35.1间接
npmsupports-color7.2.0间接
npmsupports-color8.1.1间接
npmsupports-color9.4.0间接
npmsupports-hyperlinks3.0.0间接
npmsupports-hyperlinks3.2.0间接
npmsupports-preserve-symlinks-flag1.0.0间接
npmsvg-parser2.0.4间接
npmsvg-tags1.0.0间接
npmsynckit0.8.8间接
npmtable6.8.2间接
npmtable6.9.0间接
npmtagged-tag1.0.0间接
npmtailwindcss3.4.19间接
npmtapable2.3.0间接
npmtar-fs2.1.4间接
npmtar-stream2.2.0间接
npmterminal-link4.0.0间接
npmtest-exclude6.0.0间接
npmtext-table0.2.0间接
npmtextextensions6.11.0间接
npmthenify3.3.1间接
npmthenify-all1.6.0间接
npmtiny-invariant1.3.3间接
npmtiny-warning1.0.3间接
npmtinybench2.9.0间接
npmtinyexec0.3.2间接
npmtinyglobby0.2.15间接
npmtinyglobby0.2.16间接
npmtinypool1.0.2间接
npmtinypool1.1.1间接
npmtinyrainbow2.0.0间接
npmtinyspy3.0.2间接
npmtinyspy4.0.4间接
npmtldts7.0.17间接
npmtldts-core7.0.17间接
npmtmp0.0.33间接
npmtmp0.2.5间接
npmto-regex-range5.0.1间接
npmtotalist3.0.1间接
npmtough-cookie6.0.0间接
npmtr460.0.3间接
npmtree-kill1.2.2间接
npmtrim-lines3.0.1间接
npmtrough2.2.0间接
npmts-api-utils1.3.0间接
npmts-api-utils2.1.0间接
npmts-api-utils2.4.0间接
npmts-api-utils2.5.0间接
npmts-dedent2.2.0间接
npmts-interface-checker0.1.13间接
npmtsconfck3.1.0间接
npmtsconfck3.1.4间接
npmtsconfig-paths4.2.0间接
npmtsconfig-paths-webpack-plugin4.2.0间接
npmtslib2.8.1间接
npmtsup8.5.1间接
npmtsx4.21.0间接
npmtunnel0.0.6间接
npmtunnel-agent0.6.0间接
npmtype-check0.4.0间接
npmtype-fest0.20.2间接
npmtype-fest4.41.0间接
npmtype-fest5.4.1间接
npmtyped-array-buffer1.0.2间接
npmtyped-array-byte-length1.0.1间接
npmtyped-array-byte-offset1.0.2间接
npmtyped-array-length1.0.6间接
npmtyped-rest-client1.8.11间接
npmtypescript5.4.5间接
npmtypescript5.7.2间接
npmtypescript5.9.3间接
npmtypescript-eslint8.53.0间接
npmtypescript-eslint8.54.0间接
npmtypescript-eslint8.59.1间接
npmuc.micro2.1.0间接
npmufo1.5.4间接
npmufo1.6.1间接
npmufo1.6.3间接
npmunbox-primitive1.0.2间接
npmunderscore1.13.7间接
npmundici7.21.0间接
npmundici-types5.26.5间接
npmundici-types6.21.0间接
npmundici-types7.16.0间接
npmunicorn-magic0.1.0间接
npmunicorn-magic0.3.0间接
npmunified11.0.5间接
npmunist-util-is6.0.0间接
npmunist-util-position5.0.0间接
npmunist-util-stringify-position4.0.0间接
npmunist-util-visit-parents6.0.1间接
npmuniversalify2.0.1间接
npmuntil-async3.0.2间接
npmupdate-browserslist-db1.0.16间接
npmuri-js4.4.1间接
npmuse-callback-ref1.3.2间接
npmuse-composed-ref1.4.0间接
npmuse-isomorphic-layout-effect1.2.0间接
npmuse-latest1.3.0间接
npmuse-sidecar1.1.2间接
npmuse-sync-external-store1.2.0间接
npmuse-sync-external-store1.2.2间接
npmutil-deprecate1.0.2间接
npmv8-to-istanbul9.3.0间接
npmvalidate-npm-package-license3.0.4间接
npmversion-range4.15.0间接
npmvfile6.0.3间接
npmvfile-location5.0.3间接
npmvfile-message4.0.2间接
npmvictory-vendor36.9.2间接
npmvite5.4.19间接
npmvite7.1.11间接
npmvite7.3.1间接
npmvite7.3.2间接
npmvite-node3.0.5间接
npmvite-node3.2.4间接
npmvite-plugin-svgr4.3.0间接
npmvite-tsconfig-paths4.3.2间接
npmvite-tsconfig-paths5.1.3间接
npmvitest3.0.5间接
npmvitest3.2.4间接
npmvscode-jsonrpc8.2.0间接
npmvscode-languageserver9.0.1间接
npmvscode-languageserver-protocol3.17.5间接
npmvscode-languageserver-textdocument1.0.12间接
npmvscode-languageserver-types3.17.5间接
npmvscode-uri3.0.8间接
npmw3c-keyname2.2.8间接
npmwarning4.0.3间接
npmwatskeburt5.0.2间接
npmweb-namespaces2.0.1间接
npmweb-streams-polyfill3.3.3间接
npmweb-streams-polyfill4.0.0-beta.3间接
npmweb-vitals5.1.0间接
npmwebidl-conversions3.0.1间接
npmwhatwg-encoding3.1.1间接
npmwhatwg-mimetype3.0.0间接
npmwhatwg-mimetype4.0.0间接
npmwhatwg-url5.0.0间接
npmwhich1.3.1间接
npmwhich2.0.2间接
npmwhich-boxed-primitive1.0.2间接
npmwhich-builtin-type1.1.3间接
npmwhich-collection1.0.2间接
npmwhich-typed-array1.1.15间接
npmwhy-is-node-running2.3.0间接
npmwidest-line5.0.0间接
npmword-wrap1.2.5间接
npmworkerpool6.5.1间接
npmwrap-ansi6.2.0间接
npmwrap-ansi7.0.0间接
npmwrap-ansi8.1.0间接
npmwrap-ansi9.0.0间接
npmwrap-ansi9.0.2间接
npmwrappy1.0.2间接
npmwrite-file-atomic5.0.1间接
npmws8.18.1间接
npmws8.18.3间接
npmws8.19.0间接
npmwsl-utils0.1.0间接
npmxml2js0.5.0间接
npmxmlbuilder11.0.1间接
npmxtend4.0.2间接
npmy18n5.0.8间接
npmyallist3.1.1间接
npmyallist4.0.0间接
npmyaml2.4.5间接
npmyargs16.2.0间接
npmyargs17.7.2间接
npmyargs18.0.0间接
npmyargs-parser20.2.9间接
npmyargs-parser21.1.1间接
npmyargs-parser22.0.0间接
npmyargs-unparser2.0.0间接
npmyauzl2.10.0间接
npmyazl2.5.1间接
npmyocto-queue0.1.0间接
npmyoctocolors-cjs2.1.3间接
npmzod-to-json-schema3.24.6间接
npmzod-to-json-schema3.25.1间接
npmzwitch2.0.4间接
PyPIaccelerate1.6.0间接
PyPIaiohappyeyeballs2.6.1间接
PyPIaiohttp3.13.4间接
PyPIaiosignal1.4.0间接
PyPIaisuite间接
PyPIallure-pytest间接
PyPIannotated-types0.7.0间接
PyPIanthropic间接
PyPIanyio4.13.0间接
PyPIattrs26.1.0间接
PyPIblinker1.9.0间接
PyPIboto3间接
PyPIboto3-stubs间接
PyPIboto3-stubs1.42.79间接
PyPIbotocore间接
PyPIbotocore-stubs1.42.41间接
PyPIcertifi2026.2.25间接
PyPIcharset-normalizer3.4.6间接
PyPIclick间接
PyPIclick8.1.8间接
PyPIclick8.3.1间接
PyPIclickhouse-connect间接
PyPIcloudpickle间接
PyPIcrewai间接
PyPIcrewai-tools间接
PyPIdeepdiff间接
PyPIdeprecated间接
PyPIdistro1.9.0间接
PyPIdocker7.1.0间接
PyPIdocstring-parser间接
PyPIdspy间接
PyPIdspy-ai间接
PyPIfakeredis2.26.2间接
PyPIfastapi间接
PyPIfilelock3.25.2间接
PyPIflask间接
PyPIflask3.1.0间接
PyPIflask-cors间接
PyPIfrozenlist1.8.0间接
PyPIfsspec2026.3.0间接
PyPIfuro间接
PyPIgoogle-adk间接
PyPIgoogle-auth间接
PyPIgoogle-cloud-aiplatform间接
PyPIgoogle-genai间接
PyPIgroq间接
PyPIguardrails-ai间接
PyPIgunicorn23.0.0间接
PyPIh110.16.0间接
PyPIharbor间接
PyPIhaystack-ai间接
PyPIhttpcore1.0.9间接
PyPIhttpx间接
PyPIhttpx0.28.1间接
PyPIhuggingface-hub间接
PyPIhuggingface-hub0.30.1间接
PyPIhuggingface-hub1.8.0间接
PyPIidna3.11间接
PyPIimportlib-metadata8.5.0间接
PyPIiniconfig2.0.0间接
PyPIiniconfig2.3.0间接
PyPIitsdangerous2.2.0间接
PyPIjinja2间接
PyPIjinja23.1.6间接
PyPIjiter0.13.0间接
PyPIjson-repair间接
PyPIjsonschema4.23.0间接
PyPIjsonschema-specifications2025.9.1间接
PyPIjupyter间接
PyPIlangchain间接
PyPIlangchain-anthropic间接
PyPIlangchain-aws间接
PyPIlangchain-community间接
PyPIlangchain-core间接
PyPIlangchain-google-vertexai间接
PyPIlangchain-groq间接
PyPIlangchain-openai间接
PyPIlanggraph间接
PyPIlanggraph-supervisor间接
PyPIllama-index间接
PyPIllama-index-callbacks-opik间接
PyPIllama-index-llms-openai间接
PyPIlogfire间接
PyPImarkdown-it-py4.0.0间接
PyPImarkupsafe3.0.3间接
PyPImdurl0.1.2间接
PyPImistralai间接
PyPImock间接
PyPImultidict6.7.1间接
PyPImypy-boto3-bedrock-runtime间接
PyPImypy-boto3-bedrock-runtime1.42.42间接
PyPInltk间接
PyPInumpy间接
PyPIopenai间接
PyPIopenai2.24.0间接
PyPIopenai-agents间接
PyPIopentelemetry-api间接
PyPIopentelemetry-api1.36.0间接
PyPIopentelemetry-exporter-otlp间接
PyPIopentelemetry-exporter-otlp-proto-http1.36.0间接
PyPIopentelemetry-instrumentation-flask0.57b0间接
PyPIopentelemetry-instrumentation-logging0.57b0间接
PyPIopentelemetry-instrumentation-requests0.57b0间接
PyPIopentelemetry-instrumentation-system-metrics0.57b0间接
PyPIopentelemetry-sdk间接
PyPIopentelemetry-sdk1.36.0间接
PyPIopik-optimizer3.1.1间接
PyPIorderly-set5.3.2间接
PyPIpackaging26.0间接
PyPIpeft0.15.2间接
PyPIplaywright1.49.0间接
PyPIpluggy1.5.0间接
PyPIpluggy1.6.0间接
PyPIpresidio-analyzer2.2.358间接
PyPIpropcache0.4.1间接
PyPIpyagentspec间接
PyPIpydantic-ai间接
PyPIpydantic-core2.41.5间接
PyPIpydantic-settings间接
PyPIpydantic-settings2.13.1间接
PyPIpygments2.20.0间接
PyPIpytest间接
PyPIpytest8.3.4间接
PyPIpytest9.0.2间接
PyPIpytest-asyncio间接
PyPIpytest-cov间接
PyPIpytest-cov6.1.1间接
PyPIpytest-deepassert0.3.0间接
PyPIpytest-env间接
PyPIpytest-httpserver1.1.2间接
PyPIpytest-playwright间接
PyPIpytest-profiling间接
PyPIpytest-rerunfailures间接
PyPIpytest-rerunfailures14.0间接
PyPIpytest-timeout间接
PyPIpytest-xdist间接
PyPIpython-dotenv1.2.2间接
PyPIpython-jsonpath间接
PyPIpyyaml6.0.3间接
PyPIragas间接
PyPIrapidfuzz间接
PyPIrapidfuzz3.14.3间接
PyPIredis6.4.0间接
PyPIreferencing0.37.0间接
PyPIregex2026.3.32间接
PyPIrequests间接
PyPIrequests2.33.1间接
PyPIrespx间接
PyPIrouge-score间接
PyPIrpds-py0.30.0间接
PyPIrq2.6.0间接
PyPIschedule1.2.1间接
PyPIscikit-learn1.6.1间接
PyPIscipy间接
PyPIsentry-sdk间接
PyPIsentry-sdk2.57.0间接
PyPIsetuptools间接
PyPIsniffio1.3.1间接
PyPIspacy3.8.5间接
PyPIsphinx间接
PyPIsphinx-autobuild间接
PyPIsphinx-click间接
PyPItenacity间接
PyPItenacity9.1.4间接
PyPItextstat间接
PyPItiktoken0.12.0间接
PyPItiktoken0.9.0间接
PyPItokenizers0.22.2间接
PyPItorch2.6.0间接
PyPItransformers4.51.1间接
PyPItypes-awscrt0.31.3间接
PyPItypes-requests间接
PyPItypes-s3transfer0.16.0间接
PyPItyping-extensions4.15.0间接
PyPItyping-inspection0.4.2间接
PyPIurllib32.6.3间接
PyPIurllib32.7.0间接
PyPIuuid6间接
PyPIuuid62025.0.1间接
PyPIuvicorn间接
PyPIwatchfiles间接
PyPIwerkzeug3.1.3间接
PyPIyarl1.23.0间接
PyPIzipp3.23.0间接
依赖安全公告 101

该仓库未发布可被索引解析的包,因此评估的是其自身的依赖图——共 2,522 个包,其中也包含从不交付的开发与测试版本固定:101 个存在已知公告,20 个为直接依赖。 有 142 个无法评估——没有已解析的版本、生态系统不受支持,或不在所列包清单之内。

软件包版本关系严重程度公告数修复版本
litellm1.83.14直接严重41.84.0
flatted3.3.2间接严重23.4.2
flatted3.3.3间接严重23.4.2
immutable4.3.6间接严重35.1.8
axios1.13.4直接291.18.0
axios1.16.0直接101.18.0
js-yaml3.14.2直接24.3.0
js-yaml4.1.0直接34.3.0
js-yaml4.1.1直接24.3.0
lodash4.17.21直接34.18.0
lodash4.17.23直接24.18.0
uuid10.0.0直接113.0.1
uuid11.0.3直接113.0.1
uuid11.1.0直接113.0.1
uuid13.0.0直接113.0.1
uuid8.3.2直接113.0.1
uuid9.0.1直接113.0.1
@grpc/grpc-js1.14.0间接21.14.4
@opentelemetry/auto-instrumentations-node0.66.0间接10.217.0
@opentelemetry/exporter-prometheus0.207.0间接10.217.0
@opentelemetry/propagator-jaeger2.2.0间接12.9.0
@opentelemetry/sdk-node0.207.0间接10.217.0
aiohttp3.13.4间接283.14.3
brace-expansion1.1.12间接45.0.9
brace-expansion1.1.14间接35.0.9
brace-expansion2.0.2间接45.0.9
brace-expansion5.0.5间接45.0.9
fast-uri3.1.0间接54.1.2
form-data4.0.5间接14.0.6
happy-dom20.5.0间接220.8.9
langsmith0.3.74间接41.0.7
langsmith0.4.12间接31.0.7
linkify-it5.0.0间接25.0.2
lodash-es4.17.21间接34.18.0
minimatch10.1.1间接310.2.3
minimatch10.1.2间接310.2.3
minimatch3.1.2间接310.2.3
minimatch5.1.6间接310.2.3
minimatch9.0.3间接310.2.3
minimatch9.0.5间接310.2.3
picomatch2.3.1间接24.0.4
picomatch4.0.2间接24.0.4
picomatch4.0.3间接24.0.4
postcss8.4.47间接48.5.23
postcss8.5.12间接28.5.23
postcss8.5.6间接48.5.23
protobufjs7.5.4间接128.6.6
ws8.18.1间接28.21.0
ws8.18.3间接28.21.0
ws8.19.0间接28.21.0
diff7.0.0直接18.0.3
json-2-csv5.5.6直接15.5.11
mermaid11.4.1直接611.15.0
qs6.14.1直接26.15.2
qs6.15.1直接16.15.2
sanitize-html2.17.0直接12.17.5
@opentelemetry/core2.2.0间接12.8.0
@opentelemetry/core2.5.0间接12.8.0
@opentelemetry/core2.7.0间接12.8.0
@protobufjs/utf81.1.0间接18.0.2
ajv6.12.6间接18.18.0
ajv8.16.0间接18.18.0
ajv8.17.1间接18.18.0
dompurify3.3.1间接173.4.12
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          "oid": "905b47668c1323b8d5c7017bec3525b4f28dc293",
          "body": "…project-migration machinery (#7724)\n\n* [OPIK-7105] [BE] [FE] refactor: remove Opik V1 workspace-version and project-migration machinery\n\nOpik V2 (project-first navigation) is the only supported experience, so the backend\nmachinery that decided V1-vs-V2 and the project-id migration pipelines are dea\n[…]\now-up (per review, non-blocking): the unreachable\nreload machinery in WorkspaceVersionResolver/PairRouteVersionGuard and the dead\noverride/opt-in helpers + UserMenu 'New Experience' toggle.\n\n---------",
          "is_bot": false,
          "headline": "[OPIK-7105] [BE] [FE] refactor: remove Opik V1 workspace-version and …",
          "author_name": "Andres Cruz",
          "author_login": "andrescrz",
          "committed_at": "2026-08-04T14:24:14Z",
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        },
        {
          "oid": "07e881aed3fc8aaf2ff6bd6443bf83398a9e81b5",
          "body": "…(#7707)\n\n* [OPIK-7711] [QA][FE] test: add E2E coverage for multi-trace deletion\n\nTrace deletion was untested end to end despite being destructive and\nirreversible. Adds two mirrored tests: one deletes through the UI and\nverifies the traces are gone from the API, the other deletes through the\nAPI an\n[…]\nlternative, since the trace id is a\nfilter field rather than a rendered column.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-7711] [QA][FE] test: add E2E coverage for multi-trace deletion …",
          "author_name": "Andrei Cautisanu",
          "author_login": "AndreiCautisanu",
          "committed_at": "2026-08-04T13:25:03Z",
          "body_truncated": true,
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        },
        {
          "oid": "b8df6acb0c815aacca58a4fd162a5c2479955ee3",
          "body": "…ehind a wrap toggle (#7713)\n\n* [OPIK-7455] [BE] feat: retarget trace mutation DAOs to traces_local behind a wrap toggle\n\nThe traces cutover's final, deferred step wraps `traces` as a Distributed table\nover the `traces_local` shard. A Distributed table supports SELECT/INSERT but\nnot mutations (Click\n[…]\ndds the distributed_wrap template attribute (which\nselects the mutation table via the <if> branch) rather than \"adding a table\";\nthe intent-based name reads correctly at the two call sites.\n\n---------",
          "is_bot": false,
          "headline": "[OPIK-7455] [BE] feat: retarget trace mutation DAOs to traces_local b…",
          "author_name": "Andres Cruz",
          "author_login": "andrescrz",
          "committed_at": "2026-08-04T13:23:41Z",
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        },
        {
          "oid": "063f48733f101571e88e5bfb8feee97c0aa45f62",
          "body": "…pply the real-data refinements (#7691)\n\n* [OPIK-7400] [BE] test: benchmark the spans_local_v2 per-column codecs\n\nAdds SpansLocalV2BenchmarkTest, the spans counterpart of TracesLocalV2BenchmarkTest: a\ncodec drift-guard that pins every spans_local_v2 column, plus a side-by-side codec\nbake-off on a de\n[…]\nXISTS and the rollback. 32 lines against 000107's 31.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-7400] [BE] Benchmark the spans_local_v2 per-column codecs and a…",
          "author_name": "Thiago dos Santos Hora",
          "author_login": "thiagohora",
          "committed_at": "2026-08-04T13:07:07Z",
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        },
        {
          "oid": "4efa532c3478eb1a2709467793c2ae93c1eba258",
          "body": "…ntoVersion (#7699)\n\n* [OPIK-7705] [BE] perf: bound the existing-item lookup in insertItemsIntoVersion\n\nEvery batch written into an existing dataset version read the entire version\nout of ClickHouse purely to classify incoming items as new vs. updates,\ndecoding data_hash, tags, and three more hashes\n[…]\nicate declaration in ExperimentDatasetVersionLinking.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-7705] [BE] perf: bound the existing-item lookup in insertItemsI…",
          "author_name": "Daniel Dimenshtein",
          "author_login": "JetoPistola",
          "committed_at": "2026-08-04T12:59:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1ed8e7c15bfc88697cbe76feabdd01a21e20a667",
          "body": "…rice and attribute it (#7674)\n\n* [OPIK-7521] [SDK] fix: bound and report GEPA reflection-LLM spend\n\nGEPA's reflection model was handed to gepa.optimize() as a bare model\nstring, so the library called litellm directly: those calls were not\ntraced, not counted, and not bounded by max_metric_calls — a\n[…]\n tests/unit -> 1094 passed, 3 skipped. Full pre-commit set green.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-7521] [SDK] fix: trace optimizer LLM spend so the backend can p…",
          "author_name": "Yaroslav Boiko",
          "author_login": "awkoy",
          "committed_at": "2026-08-04T12:29:31Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6b59553bd9984e52afd765b71a0532f5010c0c1e",
          "body": "…le (#7723)\n\nThe v2 new-run form now seeds system + user messages instead of a lone\nuser message, and each message card renders its own\n`playground-message-editor`, so the POM's unscoped selector matched two\neditors and every optimization-studio test failed on a strict-mode\nviolation.\n\nScope the edi\n[…]\nct intends — instruction in the\nsystem message, the dataset variable alone in the user message — so the\noptimizer cannot rewrite away `{{text}}`.\n\nCo-authored-by: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-7728] [QA] fix: scope studio prompt editors to their message ro…",
          "author_name": "Andrei Cautisanu",
          "author_login": "AndreiCautisanu",
          "committed_at": "2026-08-04T11:09:04Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6c88e5b9916842ef1c4e0f9acfc18423c79794e3",
          "body": null,
          "is_bot": false,
          "headline": "Update versions to 2.2.17 and bump base version to 2.2.18",
          "author_name": "github-actions",
          "author_login": "CometActions",
          "committed_at": "2026-08-04T09:08:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "595b6b43205bddded37f9a11868ecd7b9f0898af",
          "body": "…zation trials \"Discarded\" + one trial numbering on the progress chart (#7652)\n\n* [OPIK-7460] [FE] fix: don't label still-evaluating optimization trials \"Discarded\"\n\nDuring a live run an experiment's feedback score is a partial average over the\nitems scored so far, so computeInProgressStatus saw a l\n[…]\ntill count from 1).\n\nFound in review by baz-reviewer.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-7460] [OPIK-7589] [FE] fix: don't label still-evaluating optimi…",
          "author_name": "Yaroslav Boiko",
          "author_login": "awkoy",
          "committed_at": "2026-08-04T08:48:44Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9daccac75de5668bfb38a5a1d610fd276a3329aa",
          "body": "… workflows (#7546)\n\n* [OPIK-6366] [INFRA] feat: add zizmor security scan for GitHub Actions workflows\n\nAdd zizmor (Trail of Bits) as a security scanner for GitHub Actions\nworkflows, complementing actionlint's syntax/shell linting. Runs as a\npre-commit hook in the unified Code Quality workflow at hi\n[…]\nher gap was\ndetectable by the scanner this PR adds.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-6366] [INFRA] feat: add zizmor security scan for GitHub Actions…",
          "author_name": "Daniel Dimenshtein",
          "author_login": "JetoPistola",
          "committed_at": "2026-08-04T08:48:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "bf3665bc8a243455c57294d3d1a60633c957d685",
          "body": "… partitioning and traces-informed codecs (#7628)\n\n* [OPIK-7398] [BE] feat: create spans_local_v2 shadow table with weekly partitioning and traces-informed codecs\n\nCreates spans_local_v2 empty next to the live spans table: weekly\nPARTITION BY toMonday(id_at), microsecond timestamps, epoch/NaN\nsentin\n[…]\nid, id) sort key instead of\nskipping a prefix column.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-7398] [BE] feat: create spans_local_v2 shadow table with weekly…",
          "author_name": "Thiago dos Santos Hora",
          "author_login": "thiagohora",
          "committed_at": "2026-08-04T08:30:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "55505abbd6d52bde9cf35a653ee5f2a2ff2ff06a",
          "body": "Co-authored-by: Andres Cruz <andresc@comet.com>",
          "is_bot": false,
          "headline": "[NA] [BE][FE] chore: sync provider model definitions (#7721)",
          "author_name": "CometActions",
          "author_login": "CometActions",
          "committed_at": "2026-08-04T06:54:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eab013d7caa1e628992675199a273988c510dc94",
          "body": "…720)\n\nCo-authored-by: Andres Cruz <andresc@comet.com>",
          "is_bot": false,
          "headline": "[NA] [SDK] [DOCS] Update automatically OpenAPI spec and Fern code (#7…",
          "author_name": "CometActions",
          "author_login": "CometActions",
          "committed_at": "2026-08-04T06:44:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "48085b94c48eab8f7bfa695c7b274fb0b9775458",
          "body": null,
          "is_bot": false,
          "headline": "Update versions to 2.2.16 and bump base version to 2.2.17",
          "author_name": "github-actions",
          "author_login": "CometActions",
          "committed_at": "2026-08-04T06:18:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f21489fbf755a8f3bcd287cf50d095c0bebec4e",
          "body": "…entions (#7698)\n\n* [OPIK-7706] [DOCS] docs: document AssertJ whole-object assertion conventions\n\nField-by-field object comparison in backend tests goes stale invisibly:\nadding a field to a record leaves the test passing while no longer\ncovering it. Document usingRecursiveComparison as the default, \n[…]\ncimal,\nso plain containsExactly* remains the default.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-7706] [DOCS] docs: document AssertJ whole-object assertion conv…",
          "author_name": "Daniel Dimenshtein",
          "author_login": "JetoPistola",
          "committed_at": "2026-08-03T14:40:49Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "84724bbbf29ce53e0a3d534cfbb2682f983e85d6",
          "body": "…_v2 so far-future ids don't wrap (#7690)\n\n* [OPIK-7456] [BE] fix: partition traces_local_v2 by toYYYYMMDD(toMonday(id_at)) so far-future bad ids partition honestly\n\ntraces_local_v2 (migration 000101) declared id_at as a 32-bit DateTime (max 2106). A litellm bug\n(BerriAI/litellm#31294) mints UUIDv7 \n[…]\n01\" -> 19691229, pinning the low end of the Date32 window (reachable by ordinary non-v7 ids).\n- README: the stale \"always toMonday(id_at)\" placement note now names the honest weekly Monday.\n\n---------",
          "is_bot": false,
          "headline": "[OPIK-7456] [BE] fix: honest Date32 weekly partition for traces_local…",
          "author_name": "Andres Cruz",
          "author_login": "andrescrz",
          "committed_at": "2026-08-03T14:03:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0f267a606491b598cbb794d9a4caa35f198eb705",
          "body": "…n agent and reviewer rules (#7711)\n\n* [OPIK-7716] [DOCS] docs: forbid building SQL from formatted strings in agent and reviewer rules\n\nQueries must never be assembled with String.formatted, +, StringBuilder or a %s slot\na caller fills in. Values go through bind, varying fragments through StringTemp\n[…]\nsly scope the String.join qualifier in reviewer rules\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-7716] [DOCS] docs: forbid building SQL from formatted strings i…",
          "author_name": "Thiago dos Santos Hora",
          "author_login": "thiagohora",
          "committed_at": "2026-08-03T13:47:00Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e7eac24bf9f493db411f33e22db52565a8705f49",
          "body": "…712)\n\n* [OPIK-6880] [HELM] Gate internal_replication on the sharding flag\n\nOPIK-6880 shipped the explicit shards[] list gated on replicasCount > 1, which\nbreaks the property the ticket asked for: nothing changes until a flag is\nswitched. Every current deployment runs replicasCount: 2, so staging an\n[…]\non, and names it in the test so the intent is pinned.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-6880] [HELM] Gate internal_replication on the sharding flag (#7…",
          "author_name": "Thiago dos Santos Hora",
          "author_login": "thiagohora",
          "committed_at": "2026-08-03T12:52:01Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8e2b47530dc4f3a4032c35415010b343390d976c",
          "body": "…s and threads (#7708)\n\nThe Logs metrics cards are rendered by MetricsSummary, which reads\nuseProjectKpiCards (\"project-kpi-cards\"). No mutation invalidated that key, so\nthe Traces count kept its pre-delete value while the table updated correctly.\n\nAlso invalidate the \"*-statistic\" keys, which feed \n[…]\nn aggregates in\nthe table headers and were stale on the same paths. Applied to all three delete\nmutations, not just the reported bulk-delete one.\n\nCo-authored-by: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-7710] [FE] fix: refresh Logs metrics cards after deleting trace…",
          "author_name": "Andrei Cautisanu",
          "author_login": "AndreiCautisanu",
          "committed_at": "2026-08-03T12:32:19Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "09501de3a28f8b9aa8fe9f48364668850a68b9b9",
          "body": "* skill for visual tests generation\n\n* update masks guidance\n\n* add project selection to skill\n\n* fix(skill): correct cleanup checklist inaccuracies in writing-visual-tests\n\nPoints to the actual root .gitignore instead of a nonexistent\ntests_end_to_end/visual-tests/.gitignore, fixes the inverted\nSKI\n[…]\neardown.ts only removes\nthe latter.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>\n\n* more adjustments\n\n* fix baz comments\n\n---------\n\nCo-authored-by: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-7087] [DOCS] docs: add writing-visual-tests skill (#7574)",
          "author_name": "natagh23",
          "author_login": "natagh23",
          "committed_at": "2026-08-03T11:40:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7494f455769f19f9832c055b9e61b15a090529ef",
          "body": "… argMax instead of FINAL (#7689)\n\n* [OPIK-7636] [BE] perf: dedup trace-stats trace_final with argMax, gated on searchText\n\nReplace FINAL with GROUP BY + argMax in the trace_final CTE of both\ntrace-stats templates. traces is a ReplacingMergeTree(last_updated_at)\nordered by (workspace_id, project_id,\n[…]\n measurements left to OPIK-7636 rather than restated.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-7636] [BE] perf: dedup the feedback-scores trace_final CTE with…",
          "author_name": "Thiago dos Santos Hora",
          "author_login": "thiagohora",
          "committed_at": "2026-08-03T10:25:56Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1287355ef26d68605275dfe3416e5bc580a2f735",
          "body": null,
          "is_bot": false,
          "headline": "Update versions to 2.2.15 and bump base version to 2.2.16",
          "author_name": "github-actions",
          "author_login": "CometActions",
          "committed_at": "2026-08-03T10:19:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1707ad92a301121dd986dbdf42b573d1d767ee90",
          "body": "The 2.2.14 release run was cancelled mid-flight, so commit-all-version-changes\nnever ran and version.txt was left at 2.2.14 while tag 2.2.14 had already been\npushed. Every subsequent release flow then failed at create-git-tag with\n\"! [rejected] 2.2.14 -> 2.2.14 (already exists)\". Bumping to 2.2.15 so the\nrelease flow can run clean.\n\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Manually bump version to 2.2.15 (#7709)",
          "author_name": "andrii.dudar",
          "author_login": "andriidudar",
          "committed_at": "2026-08-03T10:11:22Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f5f0f80c4134ddfc70610e62dbb0023119aa257e",
          "body": "…shboard widgets (#7578)\n\n* [OPIK-7373] [FE][BE] fix: populate usage metrics for multi-project dashboard widgets\n\nThe time-series widget editor sourced its \"Usage metrics\" dropdown from the\nper-project token-usage/names endpoint, using one representative project for a\nmulti-project / \"all projects\" \n[…]\nempty project_ids path in WorkspacesResourceTest.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-7373] [FE][BE] fix: populate usage metrics for multi-project da…",
          "author_name": "Alexander Kuzmik",
          "author_login": "alexkuzmik",
          "committed_at": "2026-08-03T09:50:38Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a99f0d079863d464fb5ea025f4dab1ac008b7ffd",
          "body": "* [NA] [BE] fix: load prices for five vendors OpenRouter resells\n\n* test(cost): cover OpenRouter-routed pricing for the newly mapped vendors\n\n---------\n\nCo-authored-by: Andres Cruz <andresc@comet.com>",
          "is_bot": false,
          "headline": "[NA] [BE] fix: load prices for five vendors OpenRouter resells (#7700)",
          "author_name": "BILLKISHORE",
          "author_login": "BILLKISHORE",
          "committed_at": "2026-08-03T08:44:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d665b4ef6a1ff057c2fee3784064bfe8e042799",
          "body": null,
          "is_bot": false,
          "headline": "add new visual test (#7687)",
          "author_name": "natagh23",
          "author_login": "natagh23",
          "committed_at": "2026-08-03T08:34:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb763f30c27bd260e68f45d3ed24fd669fd1c2a3",
          "body": "…n guard) (#7583)\n\n* [OPIK-7448] [BE] test: MySQL query plan-shape gate (EXPLAIN regression guard)\n\nAdds a plan-shape regression gate for the MySQL read paths. A JDBI\nSqlLogger captures every rendered SELECT exercised by the read\nendpoints and runs EXPLAIN FORMAT=JSON on the same live connection\n(re\n[…]\n\". The final net-new plan-shape\ncheck is unchanged.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-7448] [BE] test: MySQL query plan-shape gate (EXPLAIN regressio…",
          "author_name": "Daniel Dimenshtein",
          "author_login": "JetoPistola",
          "committed_at": "2026-08-03T08:34:06Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a9e30e5ffdadd93237d9e55b49e2158690714bf2",
          "body": "Co-authored-by: Andres Cruz <andresc@comet.com>",
          "is_bot": false,
          "headline": "[NA] [BE][FE] chore: sync provider model definitions (#7704)",
          "author_name": "CometActions",
          "author_login": "CometActions",
          "committed_at": "2026-08-03T07:17:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b3e85a6c166336204303e7b4184b3713a82bf29c",
          "body": "Co-authored-by: Andres Cruz <andresc@comet.com>",
          "is_bot": false,
          "headline": "[NA] [BE] Update model prices file (#7703)",
          "author_name": "CometActions",
          "author_login": "CometActions",
          "committed_at": "2026-08-03T07:17:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "90460601540aff4e084a78e24fbf8d86d5d65892",
          "body": "…702)\n\nCo-authored-by: Andres Cruz <andresc@comet.com>",
          "is_bot": false,
          "headline": "[NA] [SDK] [DOCS] Update automatically OpenAPI spec and Fern code (#7…",
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          "headline": "[OPIK-7641] [BE][FE] fix: resolve Vertex AI multi-region endpoints an…",
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          "headline": "Pin litellm to 1.94.1 to unbreak the python-backend image build (#7695)",
          "author_name": "Liya Katz",
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          "headline": "[DND-335][HELM] Add optional ClickHouse restore job (#7681)",
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          "body": "…7672)\n\n* [OPIK-7611] [BE] Cut the fixed cost of the optimization list query\n\nOptimizationDAO.FIND is the most expensive query shape in the ClickHouse workload,\nand its cost is fixed per call rather than proportional to data: rows read varies from\n0 to 770k with no change in CPU, and the largest-dat\n[…]\nomment so the values are not \"simplified\" back later.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
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          "body": "…x (#7609)\n\nThe 2026-07-13 and 2026-07-20 entries set canonical-url to a per-date path\n(/docs/opik/changelog/<date>), but Fern renders changelog entries into the\nchangelog section rather than standalone per-date pages, so both URLs 404. The\nother 59 entries all point at /docs/opik/changelog; match them.\n\nThis is why \"Docs - Preview link\" has been failing the broken-link check on\nevery docs-touching PR.\n\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[NA] [DOCS] fix: point changelog canonical URLs at the changelog inde…",
          "author_name": "Jacques Verré",
          "author_login": "jverre",
          "committed_at": "2026-07-31T12:12:32Z",
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          "body": "* [OPIK-7418] [DOCS] docs: dedicated \"Roll out cost policies\" page\n\nConsolidate cost-policy behavior — previously spread thinly across four pages\nand hard to follow — into one page that explains it as a topic: how org and\nuser policies inherit, locks and who can change what, how a developer is\nident\n[…]\ncannot override at all are a\ndevice-management concern beyond these policies.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
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          "headline": "[OPIK-7418] [DOCS] docs: document how cost-policy delivery works (#7688)",
          "author_name": "andrii.dudar",
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          "body": "…ct_score, mini-batch sizing, finish_reason (#7650)\n\n* [OPIK-7511] [SDK] [PYBE] fix: make no-improvement runs honest — perfect_score, mini-batch sizing, finish_reason\n\n- perfect_score default 0.95 -> 1.0: it gates both GEPA's iteration skip and\n  (since #7591) the run-level ScoreThresholdStopper, so\n[…]\n continues.\n\nAlso types EmptyDatasetError's reason as str | None.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
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          "headline": "[OPIK-7511] [SDK] [PYBE] fix: make no-improvement runs honest — perfe…",
          "author_name": "Yaroslav Boiko",
          "author_login": "awkoy",
          "committed_at": "2026-07-31T12:11:06Z",
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          "body": "… variables (#7656)\n\n* [OPIK-7510] [SDK] [PYBE] [FE] fix: stop the optimizer dropping prompt variables\n\nStudio runs routinely destroyed the user's template variables. Three causes,\nfixed cheapest-first:\n\n(a) Programmatic guard (optimizer-agnostic). ChatPrompt substitutes dataset\n    values with a pl\n[…]\ntend typecheck);\nfrontend `schema.test.ts` 11 passed.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
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          "headline": "[OPIK-7510] [SDK] [PYBE] [FE] fix: stop the optimizer dropping prompt…",
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          "body": "…ows nothing usable (#7627)\n\n* [OPIK-7458] [FE] fix: name the real cause when an optimization run shows nothing usable\n\nA COMPLETED run whose optimizer produced no candidates beyond the baseline\nshowed \"No usable scores, the metric may have failed on every item\", even\nthough the metric worked and th\n[…]\nes/OptimizationPage pass,\ntypecheck and eslint clean.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
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          "headline": "[OPIK-7458] [FE] fix: name the real cause when an optimization run sh…",
          "author_name": "Yaroslav Boiko",
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          "committed_at": "2026-07-31T10:52:23Z",
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          "headline": "Update versions to 2.2.13 and bump base version to 2.2.14",
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          "oid": "5c40efd4e090883857b3ed4ce850cd059591a40d",
          "body": "* [OPIK-7483] [BE] fix: eliminate project-less trace deletes\n\nThe null-project trace delete path (DELETE /traces/{id} and POST /traces/delete\nwithout a project_id) resolved each id to any(project_id) over a partition-bounded\nwindow, then fell back to a project-less DELETE (WHERE id, workspace_id) fo\n[…]\nhe SELECT's entity_ids bind to a UUID[], matching the DELETE).\n- Document the 422 (Unprocessable Content) response on POST /traces/delete for a\n  null id element in the OpenAPI @Operation.\n\n\n---------",
          "is_bot": false,
          "headline": "[OPIK-7483] [BE] fix: eliminate project-less trace deletes (#7673)",
          "author_name": "Andres Cruz",
          "author_login": "andrescrz",
          "committed_at": "2026-07-31T09:57:41Z",
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          "oid": "07722a21cf5f0142c4493dad846e504bc46b2bdb",
          "body": "…(#7675)\n\n* [OPIK-6880] [HELM] Add Hyperscale cluster config flags (no-op today)\n\nLand the Helm values and cluster config flags the downstream Hyperscale\nslices flip on, so none of them has to ship a chart change alongside its\nbehavior change.\n\n- clickhouse.sharding.enabled (default false) switches \n[…]\nhable. Drops the `max` call and its int64 conversion.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
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          "headline": "[OPIK-6880] [HELM] Add Hyperscale cluster config flags (no-op today) …",
          "author_name": "Thiago dos Santos Hora",
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          "committed_at": "2026-07-31T08:58:35Z",
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          "body": "…ke (#7679)\n\nThe Playground smoke test polled the experiments API for only 15s after the\nresult rows rendered, then asserted an experiment existed. The frontend queues\nexperiment creation independently of the trace/span batches that paint those\nrows (createLogPlaygroundProcessor), so the POST can la\n[…]\n and `finish`\nshare the prefix. Raise the residual read-after-write poll to 60s, matching the\nanalogous wait in prompt-playground-traces.spec.ts.\n\nCo-authored-by: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[NA] [QA] fix: wait on experiment-creation response in Playground smo…",
          "author_name": "Andrei Cautisanu",
          "author_login": "AndreiCautisanu",
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          "headline": "[NA] [BE] Update model prices file (#7685)",
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          "committed_at": "2026-07-31T07:27:04Z",
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          "headline": "Update versions to 2.2.12 and bump base version to 2.2.13",
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          "committed_at": "2026-07-30T12:05:10Z",
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          "body": "…s rate column, {{variable}} rendering, Rerun label (#7655)\n\n* [OPIK-7512] [FE] fix: merge dead Pass rate column, restore {{variable}} display, relabel Rerun\n\nThree Optimization Studio papercuts from dogfooding. v2 only; v1 is deliberately\nleft alone (precedent: 4c5ec9a4ca).\n\n1. Dead \"Pass rate\" col\n[…]\ne columns test. 14 tests added, 2286 passing overall.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-7512] [FE] fix: Optimization Studio display cleanups — dead Pas…",
          "author_name": "Yaroslav Boiko",
          "author_login": "awkoy",
          "committed_at": "2026-07-30T11:06:39Z",
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          "oid": "a102729409bc7ecc014ec69cf80547d0ea913ad2",
          "body": "… and tag-lint PR gate (#7678)\n\n* [OPIK-7532] [QA] test: tag e2e and visual specs with @area:/@cap: for the coverage map\n\nAdds the coverage-map tags to every spec in tests_end_to_end/. Tags only —\nno test logic, no selectors, no assertions changed.\n\nWhat the tags mean:\n  @area:<area>              wh\n[…]\nutișanu <andreicautisanu@ip-192-168-1-156.eu-west-1.compute.internal>\nCo-authored-by: Claude Opus 5 <noreply@anthropic.com>\nCo-authored-by: Andrei Căutișanu <andreicautisanu@Andreis-MacBook-Pro.local>",
          "is_bot": false,
          "headline": "[OPIK-7532] [QA] feat: capability coverage map — taxonomy, spec tags,…",
          "author_name": "Andrei Cautisanu",
          "author_login": "AndreiCautisanu",
          "committed_at": "2026-07-30T10:19:50Z",
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          "oid": "c54a6a99d732921a6a978d26a71d1ede3d2f7ec8",
          "body": "…lural (#7676)\n\nEvery e2e area tag matches its spec directory name 1:1 — @datasets in\ntests/datasets/, @prompts in tests/prompts/, and so on — except this one,\nwhere the directory is annotation-queues but the tag was\n@annotation-queue (singular).\n\nThe upcoming coverage map (OPIK-7532) derives an are\n[…]\nced by any npm script, CI grep,\nor workflow input.\n\nCo-authored-by: Andrei Căutișanu <andreicautisanu@ip-192-168-1-156.eu-west-1.compute.internal>\nCo-authored-by: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-7532] [QA] chore: normalise the annotation-queues area tag to p…",
          "author_name": "Andrei Cautisanu",
          "author_login": "AndreiCautisanu",
          "committed_at": "2026-07-29T18:00:19Z",
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          "oid": "b64a4deaabc8afc3cc69c8359c2ff7bc10f4bf24",
          "body": "… side panel (#7669)\n\n* [OPIK-7530] [QA] fix: retarget Optimization Studio POM at the new-run side panel\n\nThe new-run flow moved from the `/optimizations/new` full page into a side\npanel (`/optimizations?new=true`) in #7291, which deleted the \"Optimize a\nprompt\" heading the POM waited on. All three \n[…]\nthan always\nmounted, but that needs its own investigation — not folded in here.\n\nCo-Authored-By: Claude Opus 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-7542] [QA] fix: retarget Optimization Studio POM at the new-run…",
          "author_name": "Andrei Cautisanu",
          "author_login": "AndreiCautisanu",
          "committed_at": "2026-07-29T13:39:07Z",
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          "headline": "Update versions to 2.2.11 and bump base version to 2.2.12",
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          "oid": "97a0735e0247b608f0828f50aee2df9f18998464",
          "body": "* [BE] feat: persist per-block origin on cipx_spend_blocks\n\ncipx now emits `origin` on each block: which variant of its category the block\nis, when the category is a mixed population a harness setting only partly\nremoves. For `memory` the values are auto_memory / project_instructions / rule /\nuser_g\n[…]\nless —\ndrop it by hand, or recreate the dev database.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[NA] [BE] Persist per-block subcategory on cipx_spend_blocks (#7657)",
          "author_name": "Petro Tiurin",
          "author_login": "petrotiurin",
          "committed_at": "2026-07-29T10:17:08Z",
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          "oid": "9568119f4b8043febe0d2e93de0ab56e943ad67b",
          "body": "Bumps [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) from 8.3.2 to 9.0.0.\n- [Release notes](https://github.com/astral-sh/setup-uv/releases)\n- [Commits](https://github.com/astral-sh/setup-uv/compare/v8.3.2...v9.0.0)\n\n---\nupdated-dependencies:\n- dependency-name: astral-sh/setup-uv\n  depen\n[…]\nemver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Andres Cruz <andresc@comet.com>",
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          "headline": "build(deps): bump astral-sh/setup-uv from 8.3.2 to 9.0.0 (#7638)",
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          "oid": "6c728bd183630cb4623fcc3b97068cbcc187f34a",
          "body": "…ook (#7645)\n\n* [OPIK-6901] [BE] fix: harden traces cutover rollback tooling and runbook\n\nFollow-up to the merged buffered-cutover runbook (OPIK-6901), from rehearsing the whole\nprocedure — forward and every rollback stage — end-to-end on a local Opik and re-reviewing\nthe recovery machinery. Driver \n[…]\ns (exit 0)\nwith the simplified final line; the mismatch path still FAILS (exit 1); no version-collapse\noutput remains. bash -n clean; gate test unaffected (it does not reference the guard).\n\n---------",
          "is_bot": false,
          "headline": "[OPIK-6901] [BE] fix: harden traces cutover rollback tooling and runb…",
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          "author_login": "andrescrz",
          "committed_at": "2026-07-29T09:48:56Z",
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          "oid": "230e4a0ebf32e5f06710f695ec5b3505fadf44cc",
          "body": "…0.0-alpha to 1.11.0-alpha in /apps/opik-backend (#7666)\n\n* build(deps): bump io.opentelemetry.proto:opentelemetry-proto\n\nBumps [io.opentelemetry.proto:opentelemetry-proto](https://github.com/open-telemetry/opentelemetry-proto-java) from 1.10.0-alpha to 1.11.0-alpha.\n- [Release notes](https://github\n[…]\nmetryResourceTest.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: Andres Cruz <andresc@comet.com>",
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          "headline": "build(deps): bump io.opentelemetry.proto:opentelemetry-proto from 1.1…",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-29T09:45:16Z",
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          "headline": "increase timeout for waiting page to be ready (#7670)",
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          "author_login": "natagh23",
          "committed_at": "2026-07-29T09:35:12Z",
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          "oid": "56faff9a05805c975355d73dad3e5de2d052174f",
          "body": "Bumps [pnpm/action-setup](https://github.com/pnpm/action-setup) from 4 to 6.\n- [Release notes](https://github.com/pnpm/action-setup/releases)\n- [Commits](https://github.com/pnpm/action-setup/compare/v4...v6)\n\n---\nupdated-dependencies:\n- dependency-name: pnpm/action-setup\n  dependency-version: '6'\n  \n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump pnpm/action-setup from 4 to 6 (#7632)",
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          "author_login": "dependabot[bot]",
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          "body": "… when the body is not JSON (#7625)\n\n* [OPIK-4324] [BE] fix: keep react-service auth errors as client errors when the body is not JSON\n\nverifyResponse read 401/400 react-service replies as ReactServiceErrorResponse\nunconditionally. Endpoints guarded by Dropwizard's @Auth filter answer an\nexpired ses\n[…]\n left alone —\nrenaming them is unrelated to this fix.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-4324] [BE] fix: keep react-service auth errors as client errors…",
          "author_name": "Thiago dos Santos Hora",
          "author_login": "thiagohora",
          "committed_at": "2026-07-29T08:58:10Z",
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          "headline": "Update versions to 2.2.10 and bump base version to 2.2.11",
          "author_name": "github-actions",
          "author_login": "CometActions",
          "committed_at": "2026-07-29T08:39:04Z",
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          "headline": "build(deps-dev): bump com.diffplug.spotless:spotless-maven-plugin (#7…",
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          "body": "…ith 3 updates (#7631)\n\nBumps the github-actions-minor group with 3 updates in the / directory: [pypa/gh-action-pypi-publish](https://github.com/pypa/gh-action-pypi-publish), [aquasecurity/trivy-action](https://github.com/aquasecurity/trivy-action) and [calibreapp/image-actions](https://github.com/c\n[…]\npdate:semver-minor\n  dependency-group: github-actions-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "build(deps): bump the github-actions-minor group across 1 directory w…",
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          "is_bot": false,
          "headline": "[NA] [BE][FE] chore: sync provider model definitions (#7663)",
          "author_name": "CometActions",
          "author_login": "CometActions",
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          "headline": "[NA] [BE] Update model prices file (#7662)",
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          "is_bot": false,
          "headline": "[NA] [SDK] [DOCS] Update automatically OpenAPI spec and Fern code (#7…",
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          "oid": "9662ccc4c9dac2b26d8b77bf86549ec32e65f21f",
          "body": "…he requested project (#7654)\n\n* [OPIK-7584] [BE] Narrow the experiment aggregation-branch counts to the requested project\n\nThe aggregated/non-aggregated counts decide which branches of the experiment FIND\nquery are rendered, but they were computed workspace-wide. A single non-aggregated\nexperiment \n[…]\n what makes an ordering change fail rather than pass.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
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          "headline": "[OPIK-7584] [BE] Narrow the experiment aggregation-branch counts to t…",
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          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python) from 5 to 7.\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/v5...v7)\n\n---\nupdated-dependencies:\n- dependency-name: actions/setup-python\n  dependency-\n[…]\najor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Daniel Dimenshtein <danield@comet.com>",
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          "headline": "docs: add Cost Intelligence section (replaces self-improving agents) …",
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          "body": "Bumps [docker/login-action](https://github.com/docker/login-action) from 3 to 4.\n- [Release notes](https://github.com/docker/login-action/releases)\n- [Commits](https://github.com/docker/login-action/compare/v3...v4)\n\n---\nupdated-dependencies:\n- dependency-name: docker/login-action\n  dependency-versi\n[…]\najor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Daniel Dimenshtein <danield@comet.com>",
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          "headline": "[issue-7462] [SDK] fix: log direct experiment URL from evaluate() (#7…",
          "author_name": "Edward Yi",
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          "body": "… create (#7568)\n\n* [OPIK-7371] [BE] feat: auto-suffix duplicate automation rule names on create\n\nRule names are not unique, so re-running an SDK script that creates the\nsame rule produced multiple rules that look identical in the UI. On\ncreate, when a name already exists within the target project(s\n[…]\nare now integration-tested in DuplicateNameHandling (21 tests).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "[OPIK-7371] [BE] feat: auto-suffix duplicate automation rule names on…",
          "author_name": "Yaroslav Boiko",
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          "body": "…nking models on the playground/inference path (#7575)\n\n* [OPIK-7438] [BE] fix: gate sampling params for Anthropic adaptive-thinking models on the playground/inference path\n\nLlmProviderAnthropicMapper.toCreateMessageRequest forwarded temperature/top_p unconditionally, so\nadaptive-thinking models (cl\n[…]\n\nmapped field now fails the recursive comparison.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "[OPIK-7438] [BE] fix: gate sampling params for Anthropic adaptive-thi…",
          "author_name": "Daniel Dimenshtein",
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          "oid": "2d5a5d3c159d0bc375038c0972b9c4b4fc0e4e8b",
          "body": "Picks up the Optimization Studio fixes from #7591 (merge 7cc0416581):\nGEPA stop conditions on a perfect full-eval score, and reflection\nmini-batches tagged as mini-batch instead of trial so the existing\nFE filter (types: [TRIAL]) and the OptimizationDAO best-score\nexclusion actually take effect.\n\n3.\n[…]\nied,\nleaving PyPI at 3.1.0 and 11 optimizer commits unreleased.\n\nUnblocks OPIK-7460 and OPIK-7461. Process gap tracked in OPIK-7514.\n\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
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          "headline": "[OPIK-7460] [BE] chore: bump opik-optimizer pin to 3.1.1 (#7648)",
          "author_name": "Yaroslav Boiko",
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          "committed_at": "2026-07-28T14:50:31Z",
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          "oid": "a483c8c0e4553d8dcced5efadfbd8b1c1a96be08",
          "body": "…ed Publishing (#7653)\n\nSwitches the optimizer publish off the long-lived PYPI_API_TOKEN and onto\nOIDC, matching what comet-python-mpm-sdk already does (#110):\n\n- permissions: add id-token: write so the runner can mint the short-lived\n  OIDC token PyPI trusts; drop packages: write (GitHub Packages, \n[…]\ny) is now\nregistered on the PyPI project, so OIDC is ready to use.\n\nUnblocks the 3.1.1 release, and with it OPIK-7460 and OPIK-7461.\n\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-7265] [CI] feat(release): publish opik-optimizer via PyPI Trust…",
          "author_name": "Yaroslav Boiko",
          "author_login": "awkoy",
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          "headline": "Update versions to 2.2.9 and bump base version to 2.2.10",
          "author_name": "github-actions",
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          "oid": "e0442e32502c91b153198f5f5db4d7e944041205",
          "body": "…Y_PARTS recovery runbook (#7629)\n\n* [NA] [BE] [DOCS] feat: ClickHouse async-insert tuning knobs + TOO_MANY_PARTS recovery runbook\n\nAdd operator knobs to reduce ClickHouse async-insert part fragmentation, plus a\nself-host runbook for TOO_MANY_PARTS ingestion failures and stuck merges.\n\nBackend:\n- AN\n[…]\ntom_http_params),\nnot query/driver parameters, so the name was misleading. Rename for accuracy (it\nalready matches the method's Javadoc). Private method, single caller; no behavior change.\n\n\n---------",
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          "headline": "[NA] [BE] [DOCS] feat: ClickHouse async-insert tuning knobs + TOO_MAN…",
          "author_name": "Andres Cruz",
          "author_login": "andrescrz",
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          "oid": "add9e7207a6bf2e494c8d46de588f923648d0f13",
          "body": "* [OPIK-7476] [FE] feat: A/B test guided mobile onboarding flow\n\nSplit the phone onboarding branch behind the PostHog experiment\n\"guided-mobile-onboarding-flow\" (experiment 387337):\n\n- \"test\" (Group B) -> guided MobileOnboarding flow (no Run button)\n- \"control\" (Group A) -> legacy onboarding flow, f\n[…]\nt.\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nCo-authored-by: Jacques Verre <jverre@gmail.com>",
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          "headline": "[OPIK-7476] [FE] feat: A/B test guided mobile onboarding flow (#7597)",
          "author_name": "Aswin Thiyagarajan",
          "author_login": "aswynz",
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          "headline": "add wait for side bar (fix production failures) (#7646)",
          "author_name": "natagh23",
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          "committed_at": "2026-07-28T09:48:28Z",
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          "oid": "d44a6784f95b1eb84a087bb5b833b0c9d11bd0c3",
          "body": "… keys (#7626)\n\nFiltering a dictionary field on a key containing characters outside\n[A-Za-z0-9_] built an invalid ClickHouse JSONPath. ClickHouse parses that\nargument while analysing the query, so the statement aborted with\nBAD_ARGUMENTS rather than returning no rows, surfacing as a 500.\nJSON_VALUE \n[…]\nd by a single ErrorUtils.handleMalformedJsonPath used by all four\nDAOs, keeping the endpoints from returning 500 for any filter key.\n\nCo-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-7499] [BE] fix: build parseable JSONPaths for dictionary filter…",
          "author_name": "Thiago dos Santos Hora",
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          "committed_at": "2026-07-28T07:57:27Z",
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          "headline": "Update versions to 2.2.8 and bump base version to 2.2.9",
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          "committed_at": "2026-07-28T07:38:53Z",
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          "oid": "5e2d7c581a1c7e04775044538d8d5e40eaad4891",
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          "is_bot": false,
          "headline": "[NA] [SDK] [DOCS] Update automatically OpenAPI spec and Fern code (#7…",
          "author_name": "CometActions",
          "author_login": "CometActions",
          "committed_at": "2026-07-28T07:21:54Z",
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          "body": "Co-authored-by: Andres Cruz <andresc@comet.com>",
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          "headline": "[NA] [BE][FE] chore: sync provider model definitions (#7642)",
          "author_name": "CometActions",
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          "committed_at": "2026-07-28T07:21:33Z",
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          "oid": "e73e3559cf69bce6ac2c4ba0fc5fe7bd10a3890c",
          "body": "Bumps [google-github-actions/auth](https://github.com/google-github-actions/auth) from 2 to 3.\n- [Release notes](https://github.com/google-github-actions/auth/releases)\n- [Changelog](https://github.com/google-github-actions/auth/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/google-github-ac\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "build(deps): bump google-github-actions/auth from 2 to 3 (#7640)",
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          "oid": "a3efff2bf214cd2ad9d4c1376fcc17d9ac66508a",
          "body": "Bumps [docker/setup-buildx-action](https://github.com/docker/setup-buildx-action) from 3 to 4.\n- [Release notes](https://github.com/docker/setup-buildx-action/releases)\n- [Commits](https://github.com/docker/setup-buildx-action/compare/v3...v4)\n\n---\nupdated-dependencies:\n- dependency-name: docker/set\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump docker/setup-buildx-action from 3 to 4 (#7634)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-28T06:07:46Z",
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        {
          "oid": "a985de1bec0fa0ccf6ae99d3efb48ef19b86efe4",
          "body": "Bumps [peter-evans/create-pull-request](https://github.com/peter-evans/create-pull-request) from 6 to 8.\n- [Release notes](https://github.com/peter-evans/create-pull-request/releases)\n- [Commits](https://github.com/peter-evans/create-pull-request/compare/v6...v8)\n\n---\nupdated-dependencies:\n- depende\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump peter-evans/create-pull-request from 6 to 8 (#7637)",
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          "committed_at": "2026-07-28T05:47:55Z",
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        {
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          "body": "Bumps [actions/labeler](https://github.com/actions/labeler) from 6 to 7.\n- [Release notes](https://github.com/actions/labeler/releases)\n- [Commits](https://github.com/actions/labeler/compare/v6...v7)\n\n---\nupdated-dependencies:\n- dependency-name: actions/labeler\n  dependency-version: '7'\n  dependency\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/labeler from 6 to 7 (#7639)",
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          "committed_at": "2026-07-28T05:34:35Z",
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        },
        {
          "oid": "e72da637c7f04b5dc6d6b22fb215b051af54cbb6",
          "body": "Bumps [peter-evans/find-comment](https://github.com/peter-evans/find-comment) from 3 to 4.\n- [Release notes](https://github.com/peter-evans/find-comment/releases)\n- [Commits](https://github.com/peter-evans/find-comment/compare/v3...v4)\n\n---\nupdated-dependencies:\n- dependency-name: peter-evans/find-c\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump peter-evans/find-comment from 3 to 4 (#7635)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-27T18:14:25Z",
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        {
          "oid": "d2b04767a8f06a8ff1102fc9054222ff8c3741bd",
          "body": "…deps (#7622)\n\n* [OPIK-7494] [INFRA] chore: add Dependabot coverage for CI/test-tooling deps\n\nAdds github-actions (all workflows), plus pip/npm blocks for the CI and\ntest-tooling dirs (tests_load, test-helper-service, e2e, visual-tests).\nProduction-image manifests (apps/**) and SDK releases (sdks/**\n[…]\n— mirroring the\nconvention in pr-auto-assign.yml.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "[OPIK-7494] [GHA] chore: add Dependabot coverage for CI/test-tooling …",
          "author_name": "Daniel Dimenshtein",
          "author_login": "JetoPistola",
          "committed_at": "2026-07-27T17:32:28Z",
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                      "files": "apps/opik-frontend/tsconfig.json, extensions/cursor/tsconfig.json, sdks/opik_optimizer/src/opik_optimizer/py.typed, sdks/python/src/opik/py.typed, sdks/typescript/src/opik/configure/tsconfig.json, sdks/typescript/src/opik/integrations/opik-gemini/tsconfig.json, sdks/typescript/src/opik/integrations/opik-langchain/tsconfig.json, sdks/typescript/src/opik/integrations/opik-openai/tsconfig.json, sdks/typescript/src/opik/integrations/opik-otel/tsconfig.json, sdks/typescript/src/opik/integrations/opik-vercel/tsconfig.json, sdks/typescript/tsconfig.json, tests_end_to_end/e2e/tsconfig.json, tests_end_to_end/visual-tests/tsconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "78/9762 source files over 60KB",
                "points": 54.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 9762,
                      "oversized": 78
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "exceptional",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "example_dirs": [
                "cookbook",
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": true,
              "api_schema_files": [
                "sdks/code_generation/fern/openapi/openapi.yaml"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "sdks/code_generation/fern/openapi/openapi.yaml",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "sdks/code_generation/fern/openapi/openapi.yaml"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "cookbook, examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "cookbook, 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",
        "application"
      ],
      "labels": [
        "library",
        "network-service",
        "mcp-server",
        "cli",
        "web-ui"
      ],
      "scores": {
        "cli": 6,
        "web-ui": 4,
        "library": 20.6,
        "mcp-server": 7,
        "application": 2.4,
        "network-service": 10
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "declared",
          "label": "cli",
          "source": "pypi.console_scripts",
          "weight": 6
        },
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:npm",
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        },
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        },
        {
          "tier": "declared",
          "label": "library",
          "source": "npm.entry",
          "weight": 4.8
        },
        {
          "tier": "dependencies",
          "label": "mcp-server",
          "source": "dep:mcp",
          "weight": 4
        },
        {
          "tier": "structure",
          "label": "network-service",
          "source": "tree.helm",
          "weight": 4
        },
        {
          "tier": "dependencies",
          "label": "web-ui",
          "source": "dep:react-dom",
          "weight": 4
        },
        {
          "tier": "declared",
          "label": "library",
          "source": "maven.packaging:jar",
          "weight": 3.6
        },
        {
          "tier": "declared",
          "label": "library",
          "source": "npm.private",
          "weight": -3.6
        },
        {
          "tier": "structure",
          "label": "mcp-server",
          "source": "mcp_signal",
          "weight": 3
        },
        {
          "tier": "structure",
          "label": "network-service",
          "source": "api_schema",
          "weight": 3
        },
        {
          "tier": "structure",
          "label": "network-service",
          "source": "tree.compose",
          "weight": 3
        },
        {
          "tier": "declared",
          "label": "application",
          "source": "maven.main_class",
          "weight": 2.4
        },
        {
          "tier": "tags",
          "label": "library",
          "source": "tag:sdk",
          "weight": 2
        },
        {
          "tier": "declared",
          "label": "library",
          "source": "npm.peer_dependencies",
          "weight": 1.8
        }
      ],
      "artifacts": [
        {
          "path": "apps/opik-backend/pom.xml",
          "labels": [
            "library",
            "application"
          ],
          "ecosystem": "maven"
        },
        {
          "path": "apps/opik-frontend/package.json",
          "labels": [],
          "ecosystem": "npm"
        },
        {
          "path": "extensions/cursor/package.json",
          "labels": [
            "library"
          ],
          "ecosystem": "npm"
        },
        {
          "path": "sdks/python/setup.py",
          "labels": [
            "cli"
          ],
          "ecosystem": "pypi"
        },
        {
          "path": "sdks/typescript/package.json",
          "labels": [
            "library"
          ],
          "ecosystem": "npm"
        },
        {
          "path": "tests_end_to_end/e2e/package.json",
          "labels": [],
          "ecosystem": "npm"
        }
      ],
      "confidence": "high",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": true
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "First-time contributor figures cover 12 of 15 authors (cap 12)",
    "Could not fetch maven package 'com.comet.opik:opik-backend' from its registry",
    "Could not fetch pypi package 'opik_backend' from its registry",
    "Could not fetch npm package 'opik-visual-tests' from its registry",
    "deps.dev does not index pypi:opik@2.2.18; advisories assessed against the repository dependency graph instead",
    "Advisory severity resolved for 120 of 223 advisories (lookup cap); the remainder are reported as unknown severity",
    "OpenSSF Scorecard did not return a usable result (2026/08/05 04:19:24 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-05T04:20:28.881517Z",
  "schema_version": "0.31.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/comet-ml/opik.svg",
  "full_name": "comet-ml/opik",
  "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 v0.31.0—— 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PyPI, npm.