公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-25 03:53 UTC

zuliaio / zuliasearch

Zulia Search Engine

JavaApache-2.0★ 37 星标⑂ 8 复刻始于 2017年7月在 GitHub 上查看 ↗

zuliaio/zuliasearch 的健康指数为 100 分中的 58 分,处于「中等」区间。 其得分最高的类别是Vitality(91/100),最低的是Security(41/100)。 最近一次更新在 1 天前。 近期的大部分工作由 1 位贡献者完成。

58
总分 / 100
中等

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;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 49(有风险)的上限。AI 就绪度不计入总体分。

58
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29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。

所有权

Zulia 组织
2 关注者6 个公开仓库始于 2017年7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。

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?

91优秀 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 1 天前
27/36提交节奏 — 52 周中有 39 周有提交
18/18提交量 — 最近一年 391 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year391
human_commit_share1
days_since_last_push1
active_weeks_last_year39

发布纪律

90优秀
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 1 天前
27/27发布节奏 — 约每 5.4 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count100
latest_release_tag5.3.2
releases_from_tags
days_since_latest_release1
mean_days_between_releases5.4

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?

43存在风险 · 占总体的 18%

流行度与采用

36存在风险
评分方式
25.2/60星标 — 37 个星标
7/25复刻 — 8 个复刻
3.3/15关注者 — 5 位关注者
所用输入
forks8
stars37
watchers5
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

50中等
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

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?

51中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
3.2/22.5提交分布 — 头号贡献者编写了 86% 的提交
9.5/13.5贡献者广度 — 7 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 3 contributing companies or organizations -- score normalized to 10
所用输入
bus_factor1
contributors_sampled7
top_contributor_share0.856
评分方式
37.6/46.8议题解决 — 80% 的议题已关闭
34.8/38.3PR 接受 — 已裁定的 PR 中 139/153 已合并
1.5/15OpenSSF Scorecard:Code-Review — Found 2/18 approved changesets -- score normalized to 1
所用输入
merged_prs139
open_issues10
closed_issues41
issue_closed_ratio0.804
closed_unmerged_prs14
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
3.4/25所有者影响力 — zuliaio 有 2 位关注者
18.2/25既往记录 — 6 个公开仓库,账户约 8 年
所用输入
followers2
owner_typeOrganization
is_verified
owner_loginzuliaio
public_repos6
account_age_days3,280

工程质量

基础的工程与文档实践是否到位?

59中等 · 占总体的 20%

工程实践

48存在风险
评分方式
24/24CI 工作流 — 1 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard:CI-Tests — 0 out of 2 merged PRs checked by a CI test -- score normalized to 0
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

75良好
评分方式
30/30README
0/25文档目录
15/15文档 / 主页站点 — http://zulia.io/
10/10仓库描述
10/10主题标签 — 6 个主题标签
10/10Wiki
所用输入
topicslucene, java, search, search-engine, realtime, distributed
has_wiki
homepagehttp://zulia.io/
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?

41存在风险 · 占总体的 16%

安全态势

41存在风险
评分方式
6.8/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 0 out of 2 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-Review — Found 2/18 approved changesets -- score normalized to 1
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4

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?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

50中等 · 占总体的 0%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
34.7/40可读的提交历史 — 100 次人类提交中有 65 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_share0.65
agent_instruction_files
agent_instruction_max_bytes
评分方式
12.6/18一条命令的引导启动 — build.gradle.kts, buildSrc/build.gradle.kts, zulia-ai/build.gradle.kts(工具链约定,无任务运行器)
22/22自动化测试
0/11Lint / 格式化配置
11/11静态类型检查 — Java(静态类型)
0/10可复现环境
0/10已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifestsbuild.gradle.kts, buildSrc/build.gradle.kts, zulia-ai/build.gradle.kts, zulia-analyzer/build.gradle.kts, zulia-client/build.gradle.kts, zulia-cmd-shared/build.gradle.kts, zulia-common/build.gradle.kts, zulia-data/build.gradle.kts, zulia-query-parser/build.gradle.kts, zulia-server/build.gradle.kts, zulia-testing/build.gradle.kts, zulia-tools/build.gradle.kts, zulia-ui-rest/build.gradle.kts, zulia-util/build.gradle.kts
dependency_bot_commit_share0
评分方式
45/45可类型检查的代码 — Java(静态类型)
54.5/55可控的文件大小 — 采样的 808 个源文件中有 8 个超过 60KB
所用输入
primary_languageJava
largest_source_bytes1,526,890
source_files_sampled808
oversized_source_files8

机器可读接口

40存在风险
评分方式
40/40API 模式(OpenAPI/GraphQL/proto) — zulia-common/src/main/proto/DDSketch.proto, zulia-common/src/main/proto/zulia_base.proto, zulia-common/src/main/proto/zulia_index.proto, zulia-common/src/main/proto/zulia_query.proto, zulia-common/src/main/proto/zulia_service.proto
0/20MCP 服务器
0/40可运行示例
所用输入
example_dirs
has_mcp_signal
api_schema_fileszulia-common/src/main/proto/DDSketch.proto, zulia-common/src/main/proto/zulia_base.proto, zulia-common/src/main/proto/zulia_index.proto, zulia-common/src/main/proto/zulia_query.proto, zulia-common/src/main/proto/zulia_service.proto

关键数据

37GitHub 星标
7贡献者
391最近 12 个月提交数
1距最近推送天数
100发布版本数
1巴士系数(bus factor)
10开放议题
Maven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

更多细节

Star 与 Fork 历史 0 ★ / 8 ⇿
0Star
8Fork
34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。

02468822019-032021-102024-04
主版本 2次版本 9修订 23

每个点涵盖 5 天。

OpenSSF Scorecard 4.0 / 10
4.0综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-25 03:53 UTC

9Binary-Artifactsbinaries present in source code
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 2 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 2/18 approved changesets -- score normalized to 1
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
全部依赖 0

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 0 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
依赖安全公告 未评估

本报告未能完成公告比对:No resolved dependencies to assess

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [
        "lucene",
        "java",
        "search",
        "search-engine",
        "realtime",
        "distributed"
      ],
      "is_fork": false,
      "size_kb": 5662,
      "has_wiki": true,
      "homepage": "http://zulia.io/",
      "languages": {
        "HTML": 10786,
        "Java": 2743563,
        "Kotlin": 1083
      },
      "pushed_at": "2026-07-23T20:04:34Z",
      "created_at": "2017-07-31T16:13:24Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-23T19:54:13Z",
      "description": "Zulia Search Engine",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Java",
      "significant_languages": [
        "Java"
      ]
    },
    "owner": {
      "blog": "https://zulia.io",
      "name": "Zulia ",
      "type": "Organization",
      "login": "zuliaio",
      "company": null,
      "location": null,
      "followers": 2,
      "avatar_url": "https://avatars.githubusercontent.com/u/30601270?v=4",
      "created_at": "2017-07-31T16:12:15Z",
      "is_verified": null,
      "public_repos": 6,
      "account_age_days": 3280
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "5.3.2",
          "kind": "patch",
          "published_at": "2026-07-23T20:24:44Z"
        },
        {
          "tag": "5.3.1",
          "kind": "patch",
          "published_at": "2026-07-20T19:54:06Z"
        },
        {
          "tag": "5.3.0",
          "kind": "minor",
          "published_at": "2026-07-15T23:04:55Z"
        },
        {
          "tag": "5.2.0",
          "kind": "minor",
          "published_at": "2026-06-23T16:50:05Z"
        },
        {
          "tag": "5.1.2",
          "kind": "patch",
          "published_at": "2026-06-18T21:17:14Z"
        },
        {
          "tag": "5.1.1",
          "kind": "patch",
          "published_at": "2026-06-16T18:32:09Z"
        },
        {
          "tag": "5.1.0",
          "kind": "minor",
          "published_at": "2026-06-11T20:40:58Z"
        },
        {
          "tag": "5.0.2",
          "kind": "patch",
          "published_at": "2026-06-09T19:30:50Z"
        },
        {
          "tag": "5.0.1",
          "kind": "patch",
          "published_at": "2026-06-07T17:46:10Z"
        },
        {
          "tag": "5.0.0",
          "kind": "major",
          "published_at": "2026-06-05T13:09:24Z"
        },
        {
          "tag": "4.18.0",
          "kind": "minor",
          "published_at": "2026-05-26T16:07:50Z"
        },
        {
          "tag": "4.17.0",
          "kind": "minor",
          "published_at": "2026-04-16T14:29:23Z"
        },
        {
          "tag": "4.16.1",
          "kind": "patch",
          "published_at": "2026-04-08T21:32:58Z"
        },
        {
          "tag": "4.16.0",
          "kind": "minor",
          "published_at": "2026-04-07T21:06:11Z"
        },
        {
          "tag": "4.15.7",
          "kind": "patch",
          "published_at": "2026-04-02T13:45:15Z"
        },
        {
          "tag": "4.15.6",
          "kind": "patch",
          "published_at": "2026-03-27T16:44:57Z"
        },
        {
          "tag": "4.15.5",
          "kind": "patch",
          "published_at": "2026-03-25T17:24:05Z"
        },
        {
          "tag": "4.15.4",
          "kind": "patch",
          "published_at": "2026-03-23T20:33:18Z"
        },
        {
          "tag": "4.14.0",
          "kind": "minor",
          "published_at": "2026-03-15T18:49:25Z"
        },
        {
          "tag": "4.13.0",
          "kind": "minor",
          "published_at": "2026-03-12T16:37:54Z"
        },
        {
          "tag": "4.12.4",
          "kind": "patch",
          "published_at": "2026-03-06T17:06:52Z"
        },
        {
          "tag": "4.12.3",
          "kind": "patch",
          "published_at": "2026-03-05T19:35:58Z"
        },
        {
          "tag": "4.12.2",
          "kind": "patch",
          "published_at": "2026-03-04T19:58:55Z"
        },
        {
          "tag": "4.12.1",
          "kind": "patch",
          "published_at": "2026-03-02T18:00:07Z"
        },
        {
          "tag": "4.12.0",
          "kind": "minor",
          "published_at": "2026-03-02T14:40:24Z"
        },
        {
          "tag": "4.11.0",
          "kind": "minor",
          "published_at": "2026-02-26T23:47:07Z"
        },
        {
          "tag": "4.11.0-beta.3",
          "kind": "prerelease",
          "published_at": "2026-02-26T17:23:31Z"
        },
        {
          "tag": "4.11.0-beta.2",
          "kind": "prerelease",
          "published_at": "2026-02-26T14:51:10Z"
        },
        {
          "tag": "4.11.0-beta.1",
          "kind": "prerelease",
          "published_at": "2026-02-25T20:58:11Z"
        },
        {
          "tag": "4.10.6",
          "kind": "patch",
          "published_at": "2026-02-25T16:38:22Z"
        },
        {
          "tag": "4.10.5",
          "kind": "patch",
          "published_at": "2026-02-24T16:17:48Z"
        },
        {
          "tag": "4.10.4",
          "kind": "patch",
          "published_at": "2026-02-19T18:14:30Z"
        },
        {
          "tag": "4.10.3",
          "kind": "patch",
          "published_at": "2026-02-18T19:57:27Z"
        },
        {
          "tag": "4.10.2",
          "kind": "patch",
          "published_at": "2026-02-12T18:21:18Z"
        },
        {
          "tag": "4.10.1",
          "kind": "patch",
          "published_at": "2026-02-07T20:05:19Z"
        },
        {
          "tag": "4.10.0",
          "kind": "minor",
          "published_at": "2026-02-03T22:32:48Z"
        },
        {
          "tag": "4.9.3",
          "kind": "patch",
          "published_at": "2026-01-28T21:05:04Z"
        },
        {
          "tag": "4.9.2",
          "kind": "patch",
          "published_at": "2026-01-15T16:46:55Z"
        },
        {
          "tag": "4.9.1",
          "kind": "patch",
          "published_at": "2026-01-14T18:52:16Z"
        },
        {
          "tag": "4.9.0",
          "kind": "minor",
          "published_at": "2026-01-08T17:01:20Z"
        },
        {
          "tag": "4.8.0",
          "kind": "minor",
          "published_at": "2025-12-17T16:34:08Z"
        },
        {
          "tag": "4.7.2",
          "kind": "patch",
          "published_at": "2025-11-19T21:43:31Z"
        },
        {
          "tag": "4.7.1",
          "kind": "patch",
          "published_at": "2025-11-14T15:05:04Z"
        },
        {
          "tag": "4.7.0",
          "kind": "minor",
          "published_at": "2025-11-13T19:41:07Z"
        },
        {
          "tag": "4.6.4",
          "kind": "patch",
          "published_at": "2025-11-12T16:58:50Z"
        },
        {
          "tag": "4.6.3",
          "kind": "patch",
          "published_at": "2025-11-10T21:49:16Z"
        },
        {
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          "headline": "# Advertise a node to the cluster only after its indexes load and its…",
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          "body": "…eal ones\n\nverifyUser dereferenced the user entity without a null check, so a\nlogin attempt with an unknown username threw a NullPointerException\ninside the authentication provider. Micronaut masks the exception into\nthe same 401 a wrong password gets, but the NPE was logged as an error\non every suc\n[…]\nejection costs the same work as a\nreal verification. JwtAuthenticationTest covers both layers: the login\nendpoint returns a clean UNAUTHORIZED and verifyUser itself returns\nfalse rather than throwing.",
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          "headline": "Fail unknown-username logins cleanly and at the same bcrypt cost as r…",
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          "body": "…ed facet is co-requested\n\nThe handler now declines the individual-storage optimization when any\nrequested field has global stats enabled and falls back to the dense\ndefault or group storage for the intersection. Faceted counts and\nfaceted stats were never affected because absent-facet documents\ncontribute nothing to them. Queries that do not mix a global stat with\nthe individual facet keep the sparse-storage optimization.",
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          "headline": "Compute global stats over all matching docs when an individually-stor…",
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        },
        {
          "oid": "b0ff0df1ecc6b6a5a3eb728253989b2478fceb49",
          "body": null,
          "is_bot": false,
          "headline": "Remove commit.md (temp file)",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-17T17:17:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af88bd81014b0db768206ee236b638d494925e69",
          "body": "…ng back acknowledged stores\n\nEviction relied on unload's doCommit(true) to flush anything the\nisDirty() pre-check missed, but doCommit swallows per-shard commit\nfailures and unload proceeds to a rollback close. A store racing the\neviction decision could therefore be acknowledged, fail its\neviction-\n[…]\nle\nbefore any rollback can run. Shutdown keeps its swallow-and-proceed\nbehavior. Steady-state cost is unchanged because unload already force\ncommitted every shard and Lucene skips a changeless commit.",
          "is_bot": false,
          "headline": "# Abort an eviction when its pre-unload commit fails instead of rolli…",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-17T17:16:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "988c5148e68a0c3bf4346e081ea668c264936c1c",
          "body": "…ak an IndexWriter\n\nZuliaShard.close() closed the reader manager first, so a reader close\nfailure skipped the write manager close and left the IndexWriter open\nholding the shard's write.lock. ZuliaIndex.unload() also aborted its\nshard loop on the first failure, abandoning the remaining shards' open\n\n[…]\n and throws a single IOException carrying the\nfirst with the rest suppressed. An unload failure now reports the fault\nwithout stranding any writer, so the next access faults the index back\nin cleanly.",
          "is_bot": false,
          "headline": "# Close every shard resource on unload so a failed eviction cannot le…",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-17T15:04:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d9777ff1b27fa075296660df96be4b98ca9eb9fd",
          "body": "A failed taxonomy commit left the prepared index commit pending, and\nLucene rejects a second prepareCommit until the pending one completes.\nEvery later commit() therefore threw IllegalStateException before the\ntaxonomy commit was ever retried, so one transient IO fault made the\nshard unable to commi\n[…]\n is stamped only by the fresh cycle, so\nnothing is marked clean without being durable. The crash consistency\nordering is unchanged and a transient fault now heals on the next\ncommit with no data loss.",
          "is_bot": false,
          "headline": "# Recover the commit pair after a taxonomy commit failure",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-17T14:59:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "14078c0d15cbc777b31d721e2b8b4370e9c2da2f",
          "body": "…loaded index\n\ninternalCreateOrUpdateIndex used a single-shot tryLease as its residency check. The probe's own lease increment can force the evictor to revert its DRAINING mark while the probe observes DRAINING and returns null. Both sides back off, the index stays resident, and the update takes the\n[…]\no the resident index. A completed drain yields null and the not-resident branch runs on a true premise. The method never loads, so bulk settings updates still leave unloaded transient indexes on disk.",
          "is_bot": false,
          "headline": "# Do not let updateIndex mistake an in-flight eviction mark for an un…",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-17T14:56:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a9f68b450c2dfe0e3bd9113e1ef5e8e55933fff5",
          "body": null,
          "is_bot": false,
          "headline": "Add release notes for 5.3.0",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-15T22:39:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6699b52150cfdf537763b96e761931fba9cf2581",
          "body": null,
          "is_bot": false,
          "headline": "update zulia service swagger",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-15T22:34:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b397436682379971ecece79aece38a883e4d809e",
          "body": null,
          "is_bot": false,
          "headline": "update swagger to include roles",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-15T20:27:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7e892394581b31bfc5b8f400fac26289a9ce9b7d",
          "body": "Make the taxonomy and index commit pair crash consistent under concurrent stores",
          "is_bot": false,
          "headline": "Merge pull request #203 from zuliaio/worktree-two-phase-commit",
          "author_name": "Matthew Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-15T20:07:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c32edf73f09daa00c8c54084af7bf8cabcc91935",
          "body": "…rent stores\n\nShardWriteManager.commit() committed the taxonomy before the index so a\ncrash between the two commits would leave at most a taxonomy superset, but only holds if no document is stored between the two commits, and nothing excludes stores during a commit.\n\ncommit() now uses Lucene's two p\n[…]\nm disk (the\ncrash recovery view, data path taken from the node's config) and\nverifies through BinaryFacetReader that no committed document\nreferences an ordinal at or past the committed taxonomy size.",
          "is_bot": false,
          "headline": "Make the taxonomy and index commit pair crash consistent under concur…",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-15T20:06:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5d716e6e69051eed2f4dbc8698b413f1017c6af2",
          "body": "Worktree transient index",
          "is_bot": false,
          "headline": "Merge pull request #202 from zuliaio/worktree-transient-index",
          "author_name": "Matthew Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-15T19:28:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "601f8c3dcc7bc71fa1e5a793dcd6115241281cfe",
          "body": "…e task\n\n* the regular test task excludes the soak tag, run via ./gradlew :zulia-server:soakTest with a -Dzulia.soak.minutes duration knob\n* TransientIndexSoakTest hammers 5000 transient indexes (~5M documents) against a residency cap of 100 with paced writers, bounds-checked readers, victim delete \n[…]\nerges to exactly its primary's count and never exceeds it, through replica count flips, victim rotation, and a mid-soak full cluster restart\n* both passed full one hour runs with zero count violations",
          "is_bot": false,
          "headline": "Add hour-scale soak tests behind a soak tag with a new soakTest Gradl…",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-15T15:09:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "20942130d5b10b903225deb0461fd02e10c829c0",
          "body": "With the default transientIndexEvictReplicated of false on a two node cluster, an unreplicated transient index evicts on the idle timeout while a replicated one\nstays resident on every node, and both still serve exact counts afterward.",
          "is_bot": false,
          "headline": "Add TransientReplicatedIndexTest",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-15T14:55:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8cd553c00d9530ec3a3a2655ab8b86dd298d487d",
          "body": "With transientIndexEvictReplicated enabled on a two node cluster, a replicated transient index evicts on idle, writes fault the evicted primary back in,\nand a replica-only query confirms the replica catches up with writes made after the reload",
          "is_bot": false,
          "headline": "# Add TransientEvictReplicatedTest",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-15T14:53:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ac4f95732dbc738f69a109e333d567a152722c44",
          "body": "100 transient indexes against a cache bound of 10, cycled by\nconcurrent writers and bounds-checked readers across rounds that each drain to the cap first, so\nevery round interleaves cold loads with live evictions, plus per-round delete and recreate of a\nvictim index, wildcard sweeps that fault ~90 indexes in at once, and exact counts throughout",
          "is_bot": false,
          "headline": "# Add TransientIndexScaleTest",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-14T20:46:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6613235b3eb04fb5ac7f5186b3325347280c2b1c",
          "body": "… and FsTransientIndexTest\n\ncovering transient index behavior in FS mode with a per-reload file descriptor leak check",
          "is_bot": false,
          "headline": "Add FsNodeExtension (single node filesystem mode harness, no MongoDB)…",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-14T19:45:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e664c36ac6470d4b64cac43ee326fdc236cf211e",
          "body": "* eviction under the cache bound\n* reload correctness\n* lazy loading after restart\n* delete of an unloaded index\n* flipping transientIndex through updateIndex",
          "is_bot": false,
          "headline": "Add TransientIndexLoaderTest",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-14T19:36:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f0270255c109ee72a7d8359161a3dcac75d92e6",
          "body": "- New `IndexSettings.transientIndex` flag (default false).  Existing and unflagged indexes load at startup and stay resident, flagged indexes load lazily and can be unloaded when idle or over the node's transient cache bound, then reload on demand\n- New `ZuliaConfig` settings: `transientIndexCacheSi\n[…]\nping\n- Settable via `ClientIndexConfig`, `UpdateIndex`, and `zuliaadmin updateIndex --transientIndex`\n- `IndexStats` gains a `resident` flag and `NodeStats` gains resident, load, and eviction counters",
          "is_bot": false,
          "headline": "# Add transient indexes with lazy loading and eviction",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-14T18:24:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1ae603d124118f25c416d76854d3f45d66517ed9",
          "body": "* `InternalRpcConnection` no longer nulls its channel and stubs on close, so node-removal races fail with a clean retriable status instead of an NPE, and close escalates to `shutdownNow` on timeout while restoring the interrupt flag.\n * `ZuliaPool.close` rejects new work before draining and drains until empty, `execute` fails fast on a closed pool, and a closed pool no longer converts a command's real failure into a pool-closed error on retry.",
          "is_bot": false,
          "headline": "Harden connection lifecycle against close races",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-13T17:13:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ad5ab3054ccd4c95335eef46048aa6e82c307bf6",
          "body": "* FSIndexService leaked a FileReader per settings read (now try-with-resources)\n* a failure after the IndexWriter opened leaked the writer and its `write.lock` until JVM restart (constructor and `loadPrimaryShard` now clean up on failure)\n* a rollback failure during close skipped the remaining resources (`close()` now uses Lucene's `IOUtils.close`)",
          "is_bot": false,
          "headline": "Fix resource leaks on the index load and unload paths",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-13T17:09:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "602dfbda145ccde8dcde4febbd75c55ab1e24502",
          "body": "`NodeRequestFederator.send` previously rethrew the first failed subtask and abandoned the rest, letting a still-running local subtask outlive its request's index lease. It now joins every subtask, then throws the first failure with the others added as suppressed exceptions",
          "is_bot": false,
          "headline": "Join all federated subtasks before reporting a failure",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-13T17:04:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d4b66287571dc52a7e968164f107cd0b3c5d5fd",
          "body": null,
          "is_bot": false,
          "headline": "pass the config customizer to the restart nodes method",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-13T17:02:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b6715107fc27d09f53e073b8c1133453dd45b45f",
          "body": null,
          "is_bot": false,
          "headline": " Fix zulia-ui-rest JWT tests broken by the create-user endpoint lockdown",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-13T17:00:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "834a738f1c0a90d79ab95a2b47daffe734d5affe",
          "body": "# Fix zulia-ui-rest authentication and authorization security issues",
          "is_bot": false,
          "headline": "Merge pull request #201 from zuliaio/ui-rest-security",
          "author_name": "Matthew Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-08T15:40:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "46f61c6fe3ca0f6ecf498a641920aeb2cc6e5aec",
          "body": "Zulia UI Rest is a work in progress, so this does not affect production usage\n\n## 1. Anonymous user creation allowed admin self-provisioning\n## 2. Hardcoded default JWT signing secret enabled token forgery\n## 3. Every authenticated user was granted ADMIN unconditionally\n\n## Notes\n- Initial provision\n[…]\n. Set `JWT_GENERATOR_SIGNATURE_SECRET`, then run `UserCreator <username> <password> [role...]` to seed the first admin before starting the service. With no roles given, the bootstrap account is ADMIN.",
          "is_bot": false,
          "headline": "# Fix zulia-ui-rest authentication and authorization security issues",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-08T15:36:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0ceee2ae4dff8ce50ee6462a7183fdc7cc87adca",
          "body": "Add vector quantization (BBQ + scalar int8/int7/int4) with oversample and full-precision rescore",
          "is_bot": false,
          "headline": "Merge pull request #200 from zuliaio/worktree-bbq",
          "author_name": "Matthew Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-08T15:26:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "32df65a7d90753386cd47a189c42137534028c8f",
          "body": "…lable index config\n\nThe SPI no-arg constructor previously delegated to the config constructor with a null `ServerIndexConfig`. Each Lucene version is now a read/write codec pair, following the same shape Lucene uses for SPI codecs.\n\n- `ZuliaLucene104Codec` is now the config-free SPI read class. Its\n[…]\nucene default-codec upgrade, add a new read/write pair, register the read class in `META-INF/services`, and point `currentWriteCodec` at the new write class. Released version classes are never edited.",
          "is_bot": false,
          "headline": "# Split the Zulia codec into read and write classes to remove the nul…",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-08T15:20:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "765b65bbfcfceb4d55116b3fe0ce53f5f0939f9d",
          "body": "…le and full-precision rescore\n\nVector fields can now be stored quantized through a per-field Lucene codec, cutting graph-search RAM roughly 4x\nat INT8 and more at BBQ. Requires bumping Lucene 10.4.0 to 10.5.0.\n\n- Proto: new `VectorDescription` on `FieldConfig` for the data itself (similarity, dimen\n[…]\nthrough a node restart\n  and verifies oversample rescore matches exact float32 ordering, dual-representation search, dimension\n  validation, and `VectorDescription` read-back through `getIndexConfig`.",
          "is_bot": false,
          "headline": "# Add vector quantization (BBQ + scalar int8/int7/int4) with oversamp…",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-07T17:06:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "755ea2848d03448740cc9b844d88e3293b2da684",
          "body": "- `ZuliaSyntaxParser.jj`: `parseInt(Token)` now converts `NumberFormatException` into a proper `ParseException`, so decimal or overflowing counts in min-should-match, interval, fuzzy, wildcard, and slop positions (for example `(a b)@2.5`) report a clean parse error.\n  * Regenerated `ZuliaSyntaxParse\n[…]\ns`, so the descriptive error fires instead of an opaque NPE message\n- `EscapeQuerySyntaxImpl`: update from Lucene 10.x (the previous version was from Lucene 9.x)\n- Add tests for all query parser fixes",
          "is_bot": false,
          "headline": "# Fix query parser error handling and range boundary bugs",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-06T14:31:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "73147ed8c0e0fc5f030e8676395c287ed50202a9",
          "body": "The field boost parse is now inside the try block, so a malformed boost like `title^abc` throws the intended descriptive `IllegalArgumentException`",
          "is_bot": false,
          "headline": "ZuliaFlexibleQueryParser.setDefaultFields",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-05T17:12:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be64d46dc2c0bcedc58430c09c91607dbb161d2c",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/main'",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-04T18:27:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6e115ec48ff02428942c51a196f566270f9bf24d",
          "body": "… values (some which as null safe)\n\nuse handlers in FileDocumentStorage, MongoHealthIndicator, MongoNodeService, and S3DocumentStorage",
          "is_bot": false,
          "headline": "add more document helpers for getAsInt, getAsDouble, ... with default…",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-04T18:27:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "479969a2fcc3816e8da3cfe86ae50938f77b7c6f",
          "body": "# Convert int/long numeric facet labels to their declared type",
          "is_bot": false,
          "headline": "Merge pull request #198 from zuliaio/integer_facet_handling",
          "author_name": "Matthew Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-03T17:21:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d21f093a45b373da4dedc146c625ef5ed1f9e458",
          "body": "# zulia-data robustness fixes",
          "is_bot": false,
          "headline": "Merge pull request #199 from zuliaio/worktree-zulia-data-fixes",
          "author_name": "Matthew Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-03T17:06:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "458881f09de26f2fac89ada3cdf6999eb27100db",
          "body": "…d getAsLong",
          "is_bot": false,
          "headline": "add document helper methods for getAsFloat, getAsDouble, getAsInt, an…",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-02T22:53:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cf98280e1c14543cb4faf1fa652b629e6d1d95ae",
          "body": "## JsonLineDataSource had infinite loop on a malformed line\n\nnext() parsed the current line before advancing the cursor. When a line failed\nto parse and a non-throwing handler skipped it, `next` was never advanced, so\nhasNext() stayed true, and the same bad line was re-parsed forever. next() now\nadv\n[…]\ns in CSVSource and TSVSource with extraFieldStrategy(FieldMismatchStrategy\n.STRICT)/missingFieldStrategy(FieldMismatchStrategy.STRICT), which is the exact\nbehavior the deprecated methods delegated to.",
          "is_bot": false,
          "headline": "# zulia-data robustness fixes",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-07-02T22:18:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7c7de0bd4d397c3264fc1570691700a42ecede6b",
          "body": "Faceting was the only place that derived a value from a stored document without\nconsulting the field type. Indexing and sorting both convert a value to its declared\nnumeric type, but `generateFacetLabels` fell through to `obj.toString()`. As a result a\n`Double 2020.0`, the common JSON and Mongo enco\n[…]\n* Existing indexes keep their old `\"2020.0\"` labels in the taxonomy until a full reindex,\n  so a field can briefly show both `\"2020\"` and `\"2020.0\"`. New and updated documents get\n  the coerced label.",
          "is_bot": false,
          "headline": "# Convert int/long numeric facet labels to their declared type",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-30T14:41:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1a9297bd9852c543306de918ab9ce1a1572e30a7",
          "body": "Bump the Gradle wrapper, all Gradle plugins, and the library version catalog to current stable releases.\n\n## Gradle\n\n- Wrapper 9.4.1 to 9.6.0\n\n## Plugins\n\n- com.github.ben-manes.versions 0.53.0 to 0.54.0\n- org.owasp.dependencycheck 12.2.0 to 12.2.2\n- io.micronaut.application 5.0.0 to 5.0.1\n- com.goo\n[…]\nitively by the Micronaut application plugin (GraalVM Native Image and DiffPlug eclipse-apt) and are not fixable from our build scripts.\n\nVerified with a clean build across all modules including tests.",
          "is_bot": false,
          "headline": "# Upgrade Gradle to 9.6.0 and refresh build dependencies",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-24T18:10:14Z",
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          "oid": "4ace5e9250358c2ca29d79d62588cff6ff2286df",
          "body": "…set default and breaks test current test)",
          "is_bot": false,
          "headline": "make start and stop test work with the doc-values skip index (server …",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-23T16:24:13Z",
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          "oid": "38fb3eb48360dbe0fbe99a54535fb0595b7caf09",
          "body": null,
          "is_bot": false,
          "headline": "add docValueSkipIndex method to FieldConfigBuilder",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-23T16:22:08Z",
          "body_truncated": false,
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        },
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          "oid": "d658eb4cc29bd577b7d9e831a294ad7a5813d23f",
          "body": null,
          "is_bot": false,
          "headline": "add 5.2.0 release notes",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-23T16:19:08Z",
          "body_truncated": false,
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        },
        {
          "oid": "24e35f4665ec91a25eb1a883e86a3f4b7a655d92",
          "body": "…cate ordinals to a facet value.** The taxonomy writer cache batches the reader refresh that lets evicted categories be rediscovered instead of re-added. During the initial cache fill no refresh had happened yet, so a category evicted before the first batched refresh was missing from both the cache and the reader and received a second ordinal, splitting that value's facet counts. The cache now forces a refresh on the first eviction in each dimension, closing this cold-start gap.",
          "is_bot": false,
          "headline": "- **Concurrent indexing of high-cardinality facets could assign dupli…",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-23T16:13:22Z",
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        },
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          "oid": "467db53e988c539959088bce12e09375635591a7",
          "body": "Add per-field doc-values skip index",
          "is_bot": false,
          "headline": "Merge pull request #197 from zuliaio/worktree-dv-skip-index",
          "author_name": "Matthew Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-22T22:17:30Z",
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          "is_coding_agent": false
        },
        {
          "oid": "05648d5206c3b4dc3a46463f9003a67911e6fe83",
          "body": "Lucene 10.0 introduced the doc-values skip index (`DocValuesSkipper`), and 10.3/10.4/10.5\nbuilt a series of optimizations on top of it: block-skipping `SortedNumeric`/`SortedSet`\nrange queries, dynamic-pruning numeric and sorted-set sorts, and skipper-backed\n`FieldExistsQuery`/`count()`/`rewrite()`.\n[…]\nndex-format break. Existing indexes stay readable and keep working unchanged, but they\n  do not get the optimization\n- To get the benefit on existing data, that data must be reindexed into a new index",
          "is_bot": false,
          "headline": "# Add per-field doc-values skip index (default on for new fields)",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-22T18:17:14Z",
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          "body": null,
          "is_bot": false,
          "headline": "add models BAAI/bge-large-en-v1.5 and Alibaba-NLP/gte-large-en-v1.5",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-18T22:50:10Z",
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          "body": null,
          "is_bot": false,
          "headline": "5.1.2 release notes",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-18T21:01:18Z",
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          "body": null,
          "is_bot": false,
          "headline": "Add maxDocFreqPct to More-Like-This term selection with a default of 25",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-18T20:24:39Z",
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        },
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          "oid": "385fab89607ae14ece4592fba01cd323c5db7265",
          "body": "…ed only float[]. Added overloads so callers can pass the vector type they already hold.\n\naddLikeVector(double[])\naddLikeVector(Collection<? extends Number>) - one method covers List<Float>, List<Double>, etc. Values are stored as floats.\nMoreLikeThisQuery.forVector(vectorField, vector, vectorTopN) static factories for the three input types.\nVectorTopNQuery gains double[] and Collection<? extends Number> constructors",
          "is_bot": false,
          "headline": "MoreLikeThisQuery.addLikeVector and VectorTopNQuery previously accept…",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-18T14:51:58Z",
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        },
        {
          "oid": "2ff4c23c2657e52334e7f2cf21e2be2bd1cca212",
          "body": "…biner`\n\noverrode `totalHits` with `results.size()`, which is bounded by the requested\n`amount`. As a result, a search with `vectorTopN: 10000` but `amount: 100`\nreported `totalHits: 100`, hiding the actual KNN candidate pool and making\n`vectorTopN` look like it was ignored.\n\nThe override existed to\n[…]\nso the raw sum is `numShards *\nvectorTopN`). Cap the reported total at the global KNN budget instead of\nclamping it to the returned page.\n\n* Added `ShardedVectorTest.vectorTopNDecoupledFromAmountTest`",
          "is_bot": false,
          "headline": "For vector queries (VECTOR and pure-vector more-like-this), `QueryCom…",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
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          "body": null,
          "is_bot": false,
          "headline": "release notes for 5.1.1",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-16T18:17:47Z",
          "body_truncated": false,
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        },
        {
          "oid": "f34894700a665929f26a4f043ec86d043c3d48ac",
          "body": "FeatureStatPersistence:\n* Added featureStat.setMax(objectInputStream.readDouble()) after setP95(...) in load(). The reader was consuming 9 of the 10 doubles save() writes and causing off by one issues\nMultiClassifierStats:\n* categoryRecall(i) now returns getRecall() instead of getPrecision()\n* Const\n[…]\nad of only sizing capacity, so the per-category loops actually run\nMultiClassifierModel:\n* set the max seed to Float.NEGATIVE_INFINITY instead of Float.MIN_VALUE (which is not a large negative number)",
          "is_bot": false,
          "headline": "Zulia AI Fixes",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-16T18:06:14Z",
          "body_truncated": true,
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        },
        {
          "oid": "4d3b4fff21eff9a9a649b19a3e8bd4a1333e5088",
          "body": "…etInt(int index, int defaultValue).",
          "is_bot": false,
          "headline": "fix copy paste error: getDouble(int index, int defaultValue) is now g…",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-16T16:48:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b5f71831009312018483e5293681e75fab664b92",
          "body": "…nomy ordinals, so the taxonomy must be durable first. A crash between the two commits then leaves at most a taxonomy superset (harmless), rather than index ordinals with no matching taxonomy entry.",
          "is_bot": false,
          "headline": " Commit the taxonomy before the main index: the index references taxo…",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-16T16:27:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "50adcd2cbf0d8118b66ba27f44871b69a0bec108",
          "body": "* Add `sourceIndex` to more-like-this so the source documents resolved from\n (`documentId` can be fetched from indexes other than the ones the similarity\n search runs on. This lets you find documents in one index that are similar\n to a document living in a different index.\n* When given, the queried \n[…]\n(`includeSourceDocs=false`) is dropped when the\n  source indexes are disjoint from the queried indexes: the source docs\n  can't be in the queried results.\n* Add test cases for source index MLT queries",
          "is_bot": false,
          "headline": "More-like-this: fetch source documents from other indexes",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-16T16:19:42Z",
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          "oid": "f52bdea203f287f5dc608377a2dc94ab15a18c36",
          "body": "merged result set and totalHits are capped at vectorTopN globally instead\nof returning up to vectorTopN per shard. Hybrid more-like-this remains\nuncapped because lexical matches extend beyond the KNN candidate pool.\n\nExplicitly check MoreLikeThisParams vectorTopN is positive and default it to 100 in QueryRequestValidator",
          "is_bot": false,
          "headline": "A vector-only MORE_LIKE_THIS query now behaves like a VECTOR query. The",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-15T20:26:00Z",
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          "body": null,
          "is_bot": false,
          "headline": "add 5.1.0 release note",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-11T20:31:47Z",
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          "body": "Add more-like-this (MLT) query support",
          "is_bot": false,
          "headline": "Merge pull request #196 from zuliaio/morelikethis",
          "author_name": "Matthew Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-11T19:24:54Z",
          "body_truncated": false,
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        },
        {
          "oid": "c4c47bcb19c827002b7d52138588e6437d5892f0",
          "body": "Adds a MORE_LIKE_THIS query type supporting lexical (Lucene MoreLikeThis),\nvector (KNN on averaged source vectors), and hybrid similarity search.\n\n- Sources are document IDs (fetched server-side), raw text, and/or raw vectors\n- MoreLikeThisLazyQuery defers MLT construction to per-shard rewrite so ea\n[…]\ng to the source doc fetch so\n  just-stored documents resolve\n- Client builder MoreLikeThisQuery with forText/forDocuments factories\n- REST access via existing queryJson parameter (protobuf Query JSON)",
          "is_bot": false,
          "headline": "Add more-like-this (MLT) query support",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-11T18:01:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "864d950be6dae467df9c589d499477e003aeca1a",
          "body": "…de mode)\n\n* Fix FileDocumentStorage writing ByteString.toString() (proto debug) as associated metadata\n* `Document.parse` returns an Integer when a number is an integer, so the `(long)` cast on the timestamp could throw ClassCastException. The\ntimestamp is now read as a `Number`.\n* Added `FileDocumentStorageTest` with store/fetch round trips (with and without metadata)",
          "is_bot": false,
          "headline": "FileDocumentStorage storage fixes (stores on file system in single no…",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-11T13:42:07Z",
          "body_truncated": false,
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        },
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          "oid": "56294c9e26e19e5a8e87a51775cee75e0a46c572",
          "body": null,
          "is_bot": false,
          "headline": "release notes for 5.0.02",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-09T19:19:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a09deb882811098d76a7dbb214d18839b9bd908a",
          "body": "zulia-data spreadsheet I/O fixes and DataInputStream buffering refactor",
          "is_bot": false,
          "headline": "Merge pull request #195 from zuliaio/data_source_fixes",
          "author_name": "Matthew Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-09T15:57:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "320ce73c7d9718c5c61f4cc5e8461f8ba2acc009",
          "body": "* `switchSheet(String)` now throws `IllegalArgumentException(\"No sheet named ...\")`\nwhen `reader.getSheet(name)` returns null for an unknown name, instead of NPEing in\n`initializeSheet()`.\n* `initializeSheet()` failed with a workbook with an empty or blank-first-row sheet with a NPE.\nRow count now u\n[…]\nIllegalArgument` checks switching to a\n  missing sheet name throws `IllegalArgumentException` instead of NPE\n* Add SingleUseDataInputStream::from(byte[] bytes, String filename) as a convenience method",
          "is_bot": false,
          "headline": "## ExcelSource: tolerate empty sheets and unknown sheet names",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-09T15:09:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c2bc975798407fe64449af30aa279e8ae3260937",
          "body": "…tes large whole numbers to int\n\n* DefaultExcelCellHandler::cellToInt now throws an ArithmeticException instread of silently truncated to int range (matching the string branch with Integer.parseInt)",
          "is_bot": false,
          "headline": "* DefaultExcelCellHandler::formatNumericCellAsString no longer trunca…",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-09T14:54:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cfa239ec05d1101d6f791e1e63bbea9deba05cf4",
          "body": "…verride\n\nand provides `openInputStream()` as a `default` method that returns a buffered\nstream, wrapping the raw stream in a `BufferedInputStream` unless it already is\none, so there is no double buffering. Every existing caller keeps\ncalling `openInputStream()` and now gets a guaranteed-buffered st\n[…]\n it\nnow constructs `GZIPInputStream` with a 64KB buffer instead of the 512-byte\ndefault. The decompressed-side buffer is now added by the\n`openInputStream()` default for callers that read it directly.",
          "is_bot": false,
          "headline": "* `DataInputStream` now declares `openRawInputStream()` as the user o…",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-09T14:54:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "214f3b7070745c936be81eb337a7340bb2a8fe29",
          "body": "…ataInputStream`\n\n  verifies that reiterating a source reopens it and that every opened stream is\n  closed\n* `DataSourceTest.trulyEmptyDelimitedSourceWithHeadersThrowsIOException` asserts\n  an empty file with headers throws `IOException` rather than\n  `NoSuchElementException`",
          "is_bot": false,
          "headline": "* `DataSourceTest.reIterationDoesNotLeakStreams` checks a tracking `D…",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-09T14:54:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d56a977259433e87bfc405cd51a46f65e15959d0",
          "body": "`close()` now closes the `SXSSFWorkbook` via try-with-resources. The workbook\nwas never closed, so the temporary files it spills to disk (poi-sxssf-sheet*.xml\nunder java.io.tmpdir) were orphaned on every export and accumulated over time.\n`SXSSFWorkbook.close()` disposes those temp files and releases the underlying\nworkbook.",
          "is_bot": false,
          "headline": "## ExcelTarget: delete SXSSFWorkbook temp files on close",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-09T14:54:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b5da64e3fb834b699a8664a321be9eb074b6634",
          "body": "* DelimitedSource is `close()` is now idempotent\n* `reset()` now closes the existing `CsvReader` before reopening, so the prior\npass's reader and its underlying file handle are released instead of leaked\n* The FastCSV iterator is captured once into a field rather than re-fetched on every read and\n* The redundant per-call `BufferedInputStream` wrap is dropped since\n`openInputStream()` already returns a buffered stream (will be guaranteed by contract in the coming refactor)",
          "is_bot": false,
          "headline": "* DelimitedSource now throws clear error on an empty file with headers.",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-09T14:25:20Z",
          "body_truncated": false,
          "is_coding_agent": false
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          "body": null,
          "is_bot": false,
          "headline": "release notes for 5.0.1",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-07T17:31:32Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "remove debug system out log in authenticate method",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-07T16:52:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "24f7c50b123db131b77229300f62b7e0b1b34829",
          "body": "Date fields now accept String/Number (epoch-millisecond) date values  / RangeFilter Improvements / Date Range bug fix",
          "is_bot": false,
          "headline": "Merge pull request #194 from zuliaio/date_handling",
          "author_name": "Matthew Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-07T16:50:46Z",
          "body_truncated": false,
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          "oid": "acb5e5cc5e2b84488b113ad9f3a992199950ad8b",
          "body": "…ss timestamp range bound is assumed UTC, matching the explicit `Z` form)\n\n* Add `QueryParserTest`::`quotedTimestampQueryTest`\n  * a bare timestamp point query fails because the `:` are field separators\n  * quoting `\"...Z\"` or backslash-escaping the colons is the escape and parses to the same single-instant range as the `[x TO x]` form.",
          "is_bot": false,
          "headline": "* Add `QueryParserTest`::`offsetlessTimestampQueryTest` (an offset-le…",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-07T16:27:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a8cc48062e95feddaf9344e0a74c915187572aa",
          "body": "…AsMap(field, paths...)` returning facet value to count as a `Map<String, Long>` (preserving the returned count-descending order, empty when the field was not faceted), so callers no longer have to build the map from `getFacetCounts(...)` by hand.\n\n* `DateStringTest` now uses the new helper and drops its local `facetCounts(...)` boilerplate.",
          "is_bot": false,
          "headline": "* Added `SearchResult.getFacetCountsAsMap(field)` and `getFacetCounts…",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-07T16:24:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "278dc10113c209cef5b23fc3301ebd9e0f66c878",
          "body": "  *  Date Strings of `2024-06-17T16:10:00Z`, offsetless `2024-06-17T16:10:00` assumes UTC, `2024-06-17`, `2024-06`, `2024` are suppported.   Can be `-` or `/` seperated.  `null`/blank is treated as no value and skipped.\n- Align indexing, sorting, and faceting (flat and hierarchical) in `ShardDocumen\n[…]\n` builds from `getBaseQuery()` and keeps applying exclusion as the `FILTER_NOT` query type, so its behavior is unchanged.\n- Added `DateStringTest` (zulia-server) and `FilterFactoryTest` (zulia-client)",
          "is_bot": false,
          "headline": "- Date fields now accept String/Number (epoch-millisecond) date values",
          "author_name": "Matt Davis",
          "author_login": "mdavis95",
          "committed_at": "2026-06-07T15:41:03Z",
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                "key": "bus_factor",
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                "status": "partial",
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                    "code": "bus_factor",
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                      "count": 1
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                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 86% of commits",
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                "status": "partial",
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                "max_points": 22.5
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                "key": "contributor_breadth",
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                "key": "openssf_scorecard_contributors",
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            "key": "responsiveness",
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                      "share": 80
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                "max_points": 46.75
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                "key": "pr_acceptance",
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              {
                "key": "openssf_scorecard_code_review",
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            "key": "stewardship",
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                "key": "verified_domain",
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                "key": "owner_reach",
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                "key": "track_record",
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        "key": "engineering",
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                "key": "openssf_scorecard_ci_tests",
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                "key": "documentation_directory",
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                "key": "documentation_homepage_site",
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                "key": "topics",
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                "key": "wiki",
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        ],
        "description": "Are baseline engineering and documentation practices in place?"
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        "key": "security",
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                "key": "code_review",
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                "key": "contributors",
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                "key": "fuzzing",
                "name": "Fuzzing",
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              {
                "key": "license",
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                "key": "maintained",
                "name": "Maintained",
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                "key": "packaging",
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                "key": "pinned_dependencies",
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                "key": "sast",
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                "key": "security_policy",
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                "key": "signed_releases",
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              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
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            "notes": [
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                "code": "jurisdiction_evidence_limits",
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            "value": 100,
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                "Iran",
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                "key": "policy_exposure_multiplier",
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                "status": "met",
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                "key": "mcp_server",
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              },
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                "key": "runnable_examples",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-25T03:53:20.072634Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/z/zuliaio/zuliasearch.svg",
  "full_name": "zuliaio/zuliasearch",
  "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 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计.