公开记录良好
软件健康报告模式 0.26.0 · 指标 1.13.0 · 2026-07-21 23:53 UTC
mongodb / mongo-java-driver
The official MongoDB drivers for Java, Kotlin, and Scala
mongodb/mongo-java-driver 的健康指数为 100 分中的 75 分，处于「良好」区间。 其得分最高的类别是Vitality（97/100），最低的是Sustainability & Governance（60/100）。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。
75
总分 / 100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。
75
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）
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
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？
97
开发活跃度
95优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 31.2/36 | 提交节奏 — 52 周中有 45 周有提交 |
| 18/18 | 提交量 — 最近一年 157 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 157 |
| human_commit_share | 0.96 |
| days_since_last_push | 0 |
| active_weeks_last_year | 45 |
发布纪律
100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 4 天前 |
| 27/27 | 发布节奏 — 约每 24.6 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 100 |
| latest_release_tag | r5.8.1 |
| releases_from_tags | 否 |
| days_since_latest_release | 4 |
| mean_days_between_releases | 24.6 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：Signed-Releases。 其余权重已重新归一化。
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？
82
流行度与采用
93优秀
评分方式
| 55.5/60 | 星标 — 2,658 个星标 |
| 25/25 | 复刻 — 1,494 个复刻 |
| 12.9/15 | 关注者 — 207 位关注者 |
所用输入
| forks | 1,494 |
| stars | 2,658 |
| watchers | 207 |
| growth_state | organic |
| growth_factor_pct | 100 |
社区健康
70良好
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（Apache-2.0） |
| 18/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
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？
60
维护者韧性（巴士系数）
43存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 10.1/22.5 | 提交分布 — 头号贡献者编写了 55% 的提交 |
| 13.5/13.5 | 贡献者广度 — 99 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 13 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 99 |
| top_contributor_share | 0.551 |
议题与 PR 响应能力
60中等
评分方式
| 23.4/46.8 | 议题解决 — 50% 的议题已关闭 |
| 25.9/38.3 | PR 接受 — 已裁定的 PR 中 1,342/1,981 已合并 |
| 10.5/15 | OpenSSF Scorecard：Code-Review — Found 20/26 approved changesets -- score normalized to 7 |
所用输入
| merged_prs | 1,342 |
| open_issues | 2 |
| closed_issues | 2 |
| issue_closed_ratio | 0.5 |
| closed_unmerged_prs | 639 |
所有权与托管责任
80良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 25/25 | 所有者影响力 — mongodb 有 4,602 位关注者 |
| 25/25 | 既往记录 — 306 个公开仓库，账户约 17 年 |
所用输入
| followers | 4,602 |
| owner_type | Organization |
| is_verified | — |
| owner_login | mongodb |
| public_repos | 306 |
| account_age_days | 6,403 |
工程质量
基础的工程与文档实践是否到位？
68
工程实践
70良好
评分方式
| 24/24 | CI 工作流 — 1 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 6.4/6.4 | .editorconfig |
| 16/20 | OpenSSF Scorecard：CI-Tests — 22 out of 25 merged PRs checked by a CI test -- score normalized to 8 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 是 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
文档
65中等
评分方式
| 30/30 | README |
| 0/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://www.mongodb.com/docs/drivers/java/sync/current/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 9 个主题标签 |
| 0/10 | Wiki |
所用输入
| topics | java, java-library, jvm, mongodb, database, kotlin, kotlin-coroutines, kotlin-library, scala |
| has_wiki | 否 |
| homepage | https://www.mongodb.com/docs/drivers/java/sync/current/ |
| has_readme | 是 |
| has_docs_dir | 否 |
| has_description | 是 |
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？
67
安全态势
67中等
评分方式
| 6/7.5 | Binary-Artifacts — binaries present in source code |
| 3.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2/2.5 | CI-Tests — 22 out of 25 merged PRs checked by a CI test -- score normalized to 8 |
| 0.5/2.5 | CII-Best-Practices — badge detected: InProgress |
| 5.2/7.5 | Code-Review — Found 20/26 approved changesets -- score normalized to 7 |
| 2.5/2.5 | Contributors — project has 13 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 6.8/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 6.7 |
已排除计分（无数据或不适用）：packaging, signed_releases。 其余权重已重新归一化。
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。
68
AI 代理上下文与指引
85优秀
评分方式
| 45/45 | 代理指令 — AGENTS.md, CLAUDE.md, bom/AGENTS.md, bom/CLAUDE.md, bson-kotlin/AGENTS.md, bson-kotlin/CLAUDE.md, bson-kotlinx/AGENTS.md, bson-kotlinx/CLAUDE.md, bson-record-codec/AGENTS.md, bson-record-codec/CLAUDE.md, bson-scala/AGENTS.md, bson-scala/CLAUDE.md, bson/AGENTS.md, bson/CLAUDE.md, buildSrc/AGENTS.md, buildSrc/CLAUDE.md, driver-benchmarks/AGENTS.md, driver-benchmarks/CLAUDE.md, driver-core/AGENTS.md, driver-core/CLAUDE.md, driver-kotlin-coroutine/AGENTS.md, driver-kotlin-coroutine/CLAUDE.md, driver-kotlin-extensions/AGENTS.md, driver-kotlin-extensions/CLAUDE.md, driver-kotlin-sync/AGENTS.md, driver-kotlin-sync/CLAUDE.md, driver-legacy/AGENTS.md, driver-legacy/CLAUDE.md, driver-reactive-streams/AGENTS.md, driver-reactive-streams/CLAUDE.md, driver-scala/AGENTS.md, driver-scala/CLAUDE.md, driver-sync/AGENTS.md, driver-sync/CLAUDE.md, gradle/AGENTS.md, gradle/CLAUDE.md, mongodb-crypt/AGENTS.md, mongodb-crypt/CLAUDE.md, testing/AGENTS.md, testing/CLAUDE.md |
| 0/15 | 机器可读文档（llms.txt） |
| 40/40 | 可读的提交历史 — 96 次人类提交中有 82 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 0.854 |
| agent_instruction_files | AGENTS.md, CLAUDE.md, bom/AGENTS.md, bom/CLAUDE.md, bson-kotlin/AGENTS.md, bson-kotlin/CLAUDE.md, bson-kotlinx/AGENTS.md, bson-kotlinx/CLAUDE.md, bson-record-codec/AGENTS.md, bson-record-codec/CLAUDE.md, bson-scala/AGENTS.md, bson-scala/CLAUDE.md, bson/AGENTS.md, bson/CLAUDE.md, buildSrc/AGENTS.md, buildSrc/CLAUDE.md, driver-benchmarks/AGENTS.md, driver-benchmarks/CLAUDE.md, driver-core/AGENTS.md, driver-core/CLAUDE.md, driver-kotlin-coroutine/AGENTS.md, driver-kotlin-coroutine/CLAUDE.md, driver-kotlin-extensions/AGENTS.md, driver-kotlin-extensions/CLAUDE.md, driver-kotlin-sync/AGENTS.md, driver-kotlin-sync/CLAUDE.md, driver-legacy/AGENTS.md, driver-legacy/CLAUDE.md, driver-reactive-streams/AGENTS.md, driver-reactive-streams/CLAUDE.md, driver-scala/AGENTS.md, driver-scala/CLAUDE.md, driver-sync/AGENTS.md, driver-sync/CLAUDE.md, gradle/AGENTS.md, gradle/CLAUDE.md, mongodb-crypt/AGENTS.md, mongodb-crypt/CLAUDE.md, testing/AGENTS.md, testing/CLAUDE.md |
| agent_instruction_max_bytes | 5,221 |
评分方式
| 12.6/18 | 一条命令的引导启动 — bom/build.gradle.kts, bson-kotlin/build.gradle.kts, bson-kotlinx/build.gradle.kts（工具链约定，无任务运行器） |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 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 |
| 8/8 | 自动化维护 — 最近 100 次提交中有 4 次为自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | — |
| has_dockerfile | 否 |
| typed_language | 是 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | bom/build.gradle.kts, bson-kotlin/build.gradle.kts, bson-kotlinx/build.gradle.kts, bson-record-codec/build.gradle.kts, bson-scala/build.gradle.kts, bson/build.gradle.kts, build.gradle.kts, buildSrc/build.gradle.kts, driver-benchmarks/build.gradle.kts, driver-core/build.gradle.kts, driver-kotlin-coroutine/build.gradle.kts, driver-kotlin-extensions/build.gradle.kts, driver-kotlin-sync/build.gradle.kts, driver-lambda/build.gradle.kts, driver-legacy/build.gradle.kts, driver-reactive-streams/build.gradle.kts, driver-scala/build.gradle.kts, driver-sync/build.gradle.kts, graalvm-native-image-app/build.gradle.kts, mongodb-crypt/build.gradle.kts, testing/osgi-test/build.gradle.kts |
| dependency_bot_commit_share | 0.04 |
面向模型的代码可读性
100优秀
评分方式
| 45/45 | 可类型检查的代码 — Java（静态类型） |
| 54.7/55 | 可控的文件大小 — 采样的 2,809 个源文件中有 15 个超过 60KB |
所用输入
| primary_language | Java |
| largest_source_bytes | 113,275 |
| source_files_sampled | 2,809 |
| oversized_source_files | 15 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples, samples |
所用输入
| example_dirs | examples, samples |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
2,658GitHub 星标
99贡献者
157最近 12 个月提交数
0距最近推送天数
100发布版本数
1巴士系数（bus factor）
2开放议题
Maven软件包生态系统数
更多细节
Star 与 Fork 历史 2,658 ★ / 1,494 ⇿
2,658Star
1,494Fork
100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。
主版本 0次版本 0修订 0
每个点涵盖 11 天。
OpenSSF Scorecard 6.7 / 10
6.7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）。
| 8 | Binary-Artifacts | binaries present in source code |
| 5 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 8 | CI-Tests | 22 out of 25 merged PRs checked by a CI test -- score normalized to 8 |
| 2 | CII-Best-Practices | badge detected: InProgress |
| 7 | Code-Review | Found 20/26 approved changesets -- score normalized to 7 |
| 10 | Contributors | project has 13 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 不适用 | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 9 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 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": [
"java",
"java-library",
"jvm",
"mongodb",
"database",
"kotlin",
"kotlin-coroutines",
"kotlin-library",
"scala"
],
"is_fork": false,
"size_kb": 151180,
"has_wiki": false,
"homepage": "https://www.mongodb.com/docs/drivers/java/sync/current/",
"languages": {
"Java": 13011965,
"Scala": 1513008,
"Shell": 63521,
"Groovy": 2631890,
"Kotlin": 1227593
},
"pushed_at": "2026-07-21T15:13:00Z",
"created_at": "2009-01-15T15:16:29Z",
"owner_type": "Organization",
"updated_at": "2026-07-21T15:17:14Z",
"description": "The official MongoDB drivers for Java, Kotlin, and Scala",
"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",
"Groovy"
]
},
"owner": {
"blog": "http://www.mongodb.com/",
"name": "mongodb",
"type": "Organization",
"login": "mongodb",
"company": null,
"location": "United States of America",
"followers": 4602,
"avatar_url": "https://avatars.githubusercontent.com/u/45120?v=4",
"created_at": "2009-01-08T17:02:04Z",
"is_verified": null,
"public_repos": 306,
"account_age_days": 6403
},
"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": "r5.8.1",
"kind": "other",
"published_at": "2026-07-17T15:54:55Z"
},
{
"tag": "r5.9.0",
"kind": "other",
"published_at": "2026-07-07T15:23:40Z"
},
{
"tag": "r5.8.0",
"kind": "other",
"published_at": "2026-05-28T19:20:43Z"
},
{
"tag": "r5.7.0",
"kind": "other",
"published_at": "2026-04-30T16:09:15Z"
},
{
"tag": "r5.6.5",
"kind": "other",
"published_at": "2026-04-10T20:01:07Z"
},
{
"tag": "r5.7.0-beta1",
"kind": "other",
"published_at": "2026-02-26T20:12:49Z"
},
{
"tag": "r5.6.4",
"kind": "other",
"published_at": "2026-02-23T15:40:34Z"
},
{
"tag": "r5.6.3",
"kind": "other",
"published_at": "2026-02-03T17:39:06Z"
},
{
"tag": "r5.7.0-beta0",
"kind": "other",
"published_at": "2026-01-19T16:06:48Z"
},
{
"tag": "r5.6.2",
"kind": "other",
"published_at": "2025-12-08T15:09:26Z"
},
{
"tag": "r5.5.2",
"kind": "other",
"published_at": "2025-12-08T21:22:25Z"
},
{
"tag": "r5.6.1",
"kind": "other",
"published_at": "2025-12-08T21:22:39Z"
},
{
"tag": "r5.6.0",
"kind": "other",
"published_at": "2025-09-12T17:16:16Z"
},
{
"tag": "r5.5.1",
"kind": "other",
"published_at": "2025-06-09T13:17:05Z"
},
{
"tag": "r5.5.0",
"kind": "other",
"published_at": "2025-05-07T16:21:52Z"
},
{
"tag": "r5.4.0",
"kind": "other",
"published_at": "2025-03-26T17:07:18Z"
},
{
"tag": "r5.4.0-alpha0",
"kind": "other",
"published_at": "2025-02-27T22:54:14Z"
},
{
"tag": "r5.3.1",
"kind": "other",
"published_at": "2025-01-23T11:35:44Z"
},
{
"tag": "r5.3.0",
"kind": "other",
"published_at": "2025-01-21T14:13:48Z"
},
{
"tag": "r4.11.5",
"kind": "other",
"published_at": "2024-11-15T14:29:14Z"
},
{
"tag": "r5.2.1",
"kind": "other",
"published_at": "2024-11-15T14:28:11Z"
},
{
"tag": "r5.3.0-beta0",
"kind": "other",
"published_at": "2024-11-01T21:23:38Z"
},
{
"tag": "r5.2.0",
"kind": "other",
"published_at": "2024-09-26T14:34:45Z"
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"body": "* Drop test databases between Micrometer tracing tests\n\n---------\n\nCo-authored-by: Ross Lawley <ross@mongodb.com>",
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"headline": "Fix NamespaceExists test failure (#1956)",
"author_name": "Nabil Hachicha",
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"headline": "Mark micrometer OSGi imports as optional and add bundle resolution te…",
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"headline": "Add storedSource support for vector search indexes and returnStoredSo…",
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"headline": "Revert \"Resolve TLS channel address before opening socket\" (#1979)",
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"headline": "Add vectorSearch operator for $search pipeline stage (#1962)",
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"headline": "Resolve TLS channel address before opening socket",
"author_name": "Rachelle Palmer",
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"body": "Adds builder support for the $rerank pipeline stage (MongoDB 8.3, Atlas only).\n\nAPI:\n- RerankQuery: query object with text shorthand or full Bson for future modalities\n- Aggregates.rerank(): 2 overloads (single path, multi path)\n- Scala wrappers and type alias in Aggregates.scala\n\nJAVA-6052",
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"headline": "Add $rerank aggregation stage support (#1963)",
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"body": "Introduced `SearchIndexDefinition` sealed interface with factory methods,\n`VectorSearchIndexFields` (`vectorField`, `filterField`, `autoEmbedField` builders),\n`HnswSearchIndexOptions` for HNSW-specific parameters, and\n`VectorSearchIndexDefinition` as the concrete implementation.\n\nAdded Scala compani\n[…]\n-element validation using notNullElements in factory methods.\n\nIncludes unit tests (Java) and spec tests (Scala).\n\nJAVA-6112\nJAVA-6099\n---------\n\nCo-authored-by: Almas Abdrazak <almas337519@gmail.com>",
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"headline": "Add typed builder API for vector search index definitions (#1960)",
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"body": "Add AI agent instructions using the AGENTS.md open standard\nAdds structured AI agent documentation across the MongoDB Java Driver\nusing the AGENTS.md convention — an open standard for providing\ncodebase context to AI coding agents.\n\n- Root AGENTS.md with build commands, style rules, testing policy, \n[…]\n.\n- Skills retained only for procedural workflows that have tool constraints\n (allowed-tools) or explicit trigger conditions (disable-model-invocation),\n not for passive knowledge lookup.\n\nJAVA-6143",
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"headline": "Added AGENTS.md",
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"headline": "Simplify `RetryState` creation (#1967)",
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"headline": "Fix AbstractClientSideEncryptionAutoDataKeysTest deprecation warning.",
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"body": null,
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"headline": "Do small improvements related to value-based classes (#1964)",
"author_name": "Valentin Kovalenko",
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"headline": "Refactoring for backpressure (#1952)",
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"body": "The doc in JIRA list new fields that must be supported by the drivers\nbut because the Search index doesn't use builders, java driver makes it possible to use new fields without changing API\n\nIn this PR Added new test cases to test creating search index with \n1. quantization\n2. similarity\n\n[JAVA-6099](https://jira.mongodb.org/browse/JAVA-6099)",
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"headline": "Test cases to test new fields for auto embedding index",
"author_name": "Almas Abdrazak",
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"headline": "Version: bump 5.8.0-SNAPSHOT",
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"body": "* Skip QE prefixPreview and suffixPreview tests on server 9.0.0+\n\nUpdate specifications submodule to pick up maxServerVersion guards\nfor unified spec tests. Skip all text explicit encryption prose tests\non server 9.0+ since prefixPreview/suffixPreview are deprecated.\n\nJAVA-6184\n\n* Temporary disable nsType changestream test\n\nJAVA-6181",
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"headline": "Micrometer tests expect the network transport to be tcp (#1955)",
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"headline": "[JAVA-6159] Micrometer feedback (#1940)",
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"body": "* Fix Kotlin bson decoding of optionals\n\nPreviously, DataClassCodec pre-populated all constructor parameters with\nnull before reading the document, which prevented callBy from using\nKotlin default parameter values.\n\nNow optional parameters missing from the document are left absent from\nthe args map \n[…]\nar\nCodecConfigurationException is thrown when a required non-nullable field\nis missing.\n\nPorted the bson-kotlin test cases to bson-kotlinx to ensure coverage\nand prevent future regressions.\n\nJAVA-6162",
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"body": "* JAVA-6171 upgrade libcrypt to 1.17.3\n\n* Update CSF<BS>LE $lookup prose test case 8\n\n---------\n\nCo-authored-by: Almas Abdrazak <abdrazak.almas@mongodb.com>",
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"headline": "JAVA-6171 upgrade libcrypt to 1.17.3 (#1947)",
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"body": "…`7039e69` (#1945)\n\n* build(deps): bump testing/resources/specifications\n\nBumps [testing/resources/specifications](https://github.com/mongodb/specifications) from `c3c82b6` to `7039e69`.\n- [Release notes](https://github.com/mongodb/specifications/releases)\n- [Commits](https://github.com/mongodb/spec\n[…]\nned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Valentin Kovalenko <valentin.kovalenko@mongodb.com>",
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"body": "encodeJsonPrimitive would in some cases attempt to parse scientifically formatted numbers as plain Ints/Longs, which would result in a NumberFormatException.\n\n---\nCo-authored-by: Ross Lawley <ross@mongodb.com>",
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"headline": "JsonBsonEncoder: fix parsing of JsonPrimitive numbers (#1937)",
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"headline": "Add stack-safe async loop support with trampoline pattern (#1905)",
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"headline": "Fix `com.mongodb.client.FailPoint.enable` (#1931)",
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"body": "…sor (#1925)\n\n- Extract getMoreLoop to loop on empty batches while releasing the connection between\n each getMore, preventing pool starvation from idle tailable cursors (e.g., change streams)\n- Add test to verify connection is released and re-acquired between consecutive empty getMores\n\nJAVA-6142",
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"body": "* JAVA-6148 wait for insert operations first\n\n* increased retry test timeout\n\n---------\n\nCo-authored-by: Almas Abdrazak <abdrazak.almas@mongodb.com>",
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"headline": "JAVA-6145 fix encryption test case (#1923)",
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"body": "…`0535e65` (#1915)\n\n* build(deps): bump testing/resources/specifications\n\nBumps [testing/resources/specifications](https://github.com/mongodb/specifications) from `bb9dddd` to `0535e65`.\n- [Release notes](https://github.com/mongodb/specifications/releases)\n- [Commits](https://github.com/mongodb/spec\n[…]\nned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Valentin Kovalenko <valentin.kovalenko@mongodb.com>",
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"author_name": "Almas Abdrazak",
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"body": "* JAVA-5988\n\n* JAVA-5988 address PR comments\n\n* JAVA-5988 add a unit test to AggregatesTest\n\n* JAVA-5988 embedding fluent API with builders\n\n* JAVA-5988 introduce AbstractVectorSearchQuery\n\n* JAVA-5988 fix checkstyle\n\n* JAVA05988 use VectorSearchQuery as param\n\n* JAVA-5988 add more unit tests\n\n* JAVA-5988 add autoembedding to Scala\n\n---------\n\nCo-authored-by: Almas Abdrazak <abdrazak.almas@mongodb.com>",
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"headline": "[JAVA-6043](https://jira.mongodb.org/browse/JAVA-6043) (#1859)",
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"body": "JAVA-5974\n\n---------\n\nCo-authored-by: Ross Lawley <ross@mongodb.com>",
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"body": "- Remove an assertion that was failing due to server bug SERVER-113344 where successful operation results are unexpectedly returned in the cursor when verbose results are disabled.\n- Add unit tests for JAVA-6001 and JAVA-5986.\n\nJAVA-6001\nJAVA-5986\n---------\nCo-authored-by: Ross Lawley <ross@mongodb.com>",
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