Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-28 00:39 UTC

yurivict / milvus

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go · Python · C++Apache-2.0★ 0 зірок⑂ 0 форківз груд. 2025 р.форкПереглянути на GitHub ↗

yurivict/milvus має індекс здоров’я 47 зі 100, що відповідає смузі «У зоні ризику». Найвищий показник — Engineering Quality (75/100), найнижчий — Community & Adoption (12/100). Останнє оновлення було 236 днів тому. Більшість нещодавньої роботи виконують 14 учасників.

47
загалом / 100
У зоні ризику

Індекс здоров'я програмного забезпечення

Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.

47
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

Профіль оцінок

Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.

Власність

Yuri VictorovichОсобистий обліковий запис
134 підписники208 публічних репозиторіївз трав. 2010 р.

Цей репозиторій належить особистому обліковому запису. Проєкт з єдиним власником несе більший ризик безперервності, ніж підтримуваний організацією.

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
Gogithub.com/yurivict/milvus/v2v2.6.6-121236 днів тому
Gogithub.com/yurivict/milvusv1.1.1-211867 днів тому

Метрики за категоріями

Життєздатність

Чи живий проєкт — чи пишеться код і чи виходять релізи?

47У зоні ризику · 22% загального індексу

Активність розробки

34У зоні ризику
Як обчислюється оцінка
3.6/36Свіжість push — останній push 236 дн. тому
12.5/36Ритм комітів — 18/52 тижнів із комітами
18/18Обсяг комітів — 684 комітів за останній рік
0/10OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Використані вхідні дані
commits_last_year684
human_commit_share1
days_since_last_push236
active_weeks_last_year18
Як обчислюється оцінка
16.2/27Випускає релізи — 62 тегів версій (без релізів GitHub)
16.2/36Свіжість релізів — останній реліз 236 дн. тому
27/27Ритм релізів — реліз кожні ~19,2 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count62
latest_release_tagv2.6.6
releases_from_tagsтак
days_since_latest_release236
mean_days_between_releases19,2
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.

Спільнота та впровадження

Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?

12Критичний · 18% загального індексу
Як обчислюється оцінка
0/60Зірки — 0 зірок
0/25Форки — 0 форків
0/15Спостерігачі — 0 спостерігачів
Використані вхідні дані
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
0/22.5README
22.5/22.5Ліцензія — визнана ліцензія (Apache-2.0)
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeні
has_licenseні
has_contributingні
has_issue_templateні
has_code_of_conductні
has_pull_request_templateні

Сталість та врядування

Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?

64Помірний · 24% загального індексу
Як обчислюється оцінка
54/54Бас-фактор — на 14 контриб’ютор(ів) припадає половина всіх комітів
20.9/22.5Розподіл комітів — головний контриб’ютор — автор 7% комітів
13.5/13.5Широта контриб’юторів — 98 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations
Використані вхідні дані
bus_factor14
contributors_sampled98
top_contributor_share0,073
Як обчислюється оцінка
0/46.8Вирішення issue — немає issue або даних
0/38.3Прийняття PR — немає вирішених pull request-ів або даних
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs0
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
Виключено з оцінювання (немає даних або не застосовно): Вирішення issue, Прийняття PR. Залишкові ваги перенормовано.
Як обчислюється оцінка
10/30Підтримка власника — особистий (користувацький) обліковий запис
0/20Верифікований домен — не застосовно до користувацьких облікових записів
15.3/25Охоплення власника — 134 підписників у yurivict
25/25Послужний список — 208 публічних репозиторіїв, вік облікового запису ~16 р.
Використані вхідні дані
followers134
owner_typeUser
is_verified
owner_loginyurivict
public_repos208
account_age_days5 923
Виключено з оцінювання (немає даних або не застосовно): Верифікований домен. Залишкові ваги перенормовано.
Як обчислюється оцінка
25/25Опубліковано й доступно — 2 пакет(ів) у go
26/35Свіжість публікацій — остання публікація 236 дн. тому
20/20Історія версій — 121 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesgithub.com/yurivict/milvus/v2, github.com/yurivict/milvus
ecosystemsgo
any_deprecatedні
min_days_since_publish236

Інженерна якість

Чи наявні базові інженерні практики та документація?

75Добрий · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 28 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера — .golangci.yml
9.6/9.6Pre-commit-хуки
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — немає даних
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configтак
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: CI-Tests. Залишкові ваги перенормовано.

Документація

50Помірний
Як обчислюється оцінка
0/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://milvus.io
0/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics
has_wikiтак
homepagehttps://milvus.io
has_readmeні
has_docs_dirтак
has_descriptionні

Безпека

Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?

24Критичний · 16% загального індексу

Стан безпеки

24Критичний
Як обчислюється оцінка
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 — немає даних
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 8 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
0/7.5Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
0/5Packaging — немає даних
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 82 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate2,4
Виключено з оцінювання (немає даних або не застосовно): ci_tests, packaging, signed_releases. Залишкові ваги перенормовано.

Готовність до ШІ

Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.

62Помірний · 0% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 97 з 100 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,97
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile, client/Makefile, pkg/Makefile
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера — .golangci.yml
11/11Статична перевірка типів — Go (статично типізована)
10/10Відтворюване середовище — Dockerfile, lockfile
0/10Підтверджена практика роботи з агентами — серед останніх 100 комітів немає створених агентом
0/8Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsтак
lockfilesCargo.lock, go.sum
has_dockerfileтак
typed_languageтак
bootstrap_filesMakefile, client/Makefile, pkg/Makefile
has_devcontainerні
has_linter_configтак
typecheck_configs
agent_commit_share0
toolchain_manifestsclient/go.mod, go.mod, internal/core/thirdparty/tantivy/tantivy-binding/Cargo.toml, pkg/go.mod, tests/go_client/go.mod
dependency_bot_commit_share0
Як обчислюється оцінка
45/45Типізований код — Go (статично типізована)
53/55Керовані розміри файлів — 137/3 748 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageGo
largest_source_bytes937 448
source_files_sampled3 748
oversized_source_files137
Як обчислюється оцінка
40/40Схема API (OpenAPI/GraphQL/proto) — cmd/tools/migration/backend/backup_header.proto, cmd/tools/migration/legacy/legacy.proto, pkg/eventlog/event_log.proto, pkg/proto/cgo_msg.proto, pkg/proto/clustering.proto, pkg/proto/data_coord.proto, pkg/proto/etcd_meta.proto, pkg/proto/index_cgo_msg.proto, pkg/proto/index_coord.proto, pkg/proto/internal.proto, pkg/proto/messages.proto, pkg/proto/model_service.proto, pkg/proto/plan.proto, pkg/proto/proxy.proto, pkg/proto/query_coord.proto, pkg/proto/root_coord.proto, pkg/proto/segcore.proto, pkg/proto/streaming.proto, pkg/proto/worker.proto, pkg/streaming/walimpls/impls/pulsar/message_id_data.proto
0/20Сервер MCP
0/40Придатні до запуску приклади
Використані вхідні дані
example_dirs
has_mcp_signalні
api_schema_filescmd/tools/migration/backend/backup_header.proto, cmd/tools/migration/legacy/legacy.proto, pkg/eventlog/event_log.proto, pkg/proto/cgo_msg.proto, pkg/proto/clustering.proto, pkg/proto/data_coord.proto, pkg/proto/etcd_meta.proto, pkg/proto/index_cgo_msg.proto, pkg/proto/index_coord.proto, pkg/proto/internal.proto, pkg/proto/messages.proto, pkg/proto/model_service.proto, pkg/proto/plan.proto, pkg/proto/proxy.proto, pkg/proto/query_coord.proto, pkg/proto/root_coord.proto, pkg/proto/segcore.proto, pkg/proto/streaming.proto, pkg/proto/worker.proto, pkg/streaming/walimpls/impls/pulsar/message_id_data.proto

Ключові факти

0зірок GitHub
98контриб'юторів
684комітів за останні 12 місяців
236днів від останнього пушу
62релізів
14бас-фактор
0відкритих issue
Goпакетних екосистем

Попередження щодо збору даних

  • Community profile unavailable
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Докладніше

OpenSSF Scorecard 2.4 / 10
2.4сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-28 00:38 UTC

9Binary-Artifactsbinaries present in source code
0Branch-Protectionbranch protection not enabled on development/release branches
н/дCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
10Contributorsproject has 8 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
н/дPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities82 existing vulnerabilities detected
Прямі залежності 152
РеєстрПакетОбмеження версіїМаніфест
Gogithub.com/blang/semver/v4v4.0.0client/go.mod
Gogithub.com/cockroachdb/errorsv1.9.1client/go.mod
Gogithub.com/grpc-ecosystem/go-grpc-middlewarev1.3.0client/go.mod
Gogithub.com/yurivict/milvus-proto/go-api/v2v2.6.6-0.20251119054300-fcb3986f4af1client/go.mod
Gogithub.com/yurivict/milvus/v2/pkg/v2v2.6.4-0.20251104142533-a2ce70d25256client/go.mod
Gogithub.com/quasilyte/go-ruleguard/dslv0.3.23client/go.mod
Gogithub.com/samber/lov1.27.0client/go.mod
Gogithub.com/stretchr/testifyv1.11.1client/go.mod
Gogithub.com/tidwall/gjsonv1.17.1client/go.mod
Gogo.uber.org/atomicv1.11.0client/go.mod
Gogoogle.golang.org/grpcv1.71.0client/go.mod
Gogoogle.golang.org/protobufv1.36.5client/go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/azcorev1.11.1go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/storage/azblobv1.1.0go.mod
Gogithub.com/apache/arrow/go/v17v17.0.0go.mod
Gogithub.com/bits-and-blooms/bloom/v3v3.3.1go.mod
Gogithub.com/blang/semver/v4v4.0.0go.mod
Gogithub.com/casbin/casbin/v2v2.44.2go.mod
Gogithub.com/casbin/json-adapter/v2v2.0.0go.mod
Gogithub.com/cockroachdb/errorsv1.9.1go.mod
Gogithub.com/gin-gonic/ginv1.9.1go.mod
Gogithub.com/go-playground/validator/v10v10.14.0go.mod
Gogithub.com/gofrs/flockv0.8.1go.mod
Gogithub.com/google/btreev1.1.2go.mod
Gogithub.com/grpc-ecosystem/go-grpc-middlewarev1.3.0go.mod
Gogithub.com/klauspost/compressv1.17.9go.mod
Gogithub.com/mgutz/ansiv0.0.0-20200706080929-d51e80ef957dgo.mod
Gogithub.com/yurivict/milvus-proto/go-api/v2v2.6.6-0.20251119054300-fcb3986f4af1go.mod
Gogithub.com/minio/minio-go/v7v7.0.73go.mod
Gogithub.com/prometheus/client_golangv1.20.5go.mod
Gogithub.com/prometheus/client_modelv0.6.1go.mod
Gogithub.com/prometheus/commonv0.55.0go.mod
Gogithub.com/quasilyte/go-ruleguard/dslv0.3.23go.mod
Gogithub.com/samber/lov1.27.0go.mod
Gogithub.com/sbinet/npyiov0.6.0go.mod
Gogithub.com/soheilhy/cmuxv0.1.5go.mod
Gogithub.com/spf13/castv1.3.1go.mod
Gogithub.com/spf13/viperv1.8.1go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogithub.com/tikv/client-go/v2v2.0.4go.mod
Gogo.etcd.io/etcd/api/v3v3.5.23go.mod
Gogo.etcd.io/etcd/client/v3v3.5.23go.mod
Gogo.etcd.io/etcd/server/v3v3.5.23go.mod
Gogo.opentelemetry.io/otelv1.34.0go.mod
Gogo.opentelemetry.io/otel/tracev1.34.0go.mod
Gogo.uber.org/atomicv1.11.0go.mod
Gogo.uber.org/zapv1.27.0go.mod
Gogolang.org/x/cryptov0.41.0go.mod
Gogolang.org/x/expv0.0.0-20240506185415-9bf2ced13842go.mod
Gogolang.org/x/netv0.43.0go.mod
Gogolang.org/x/oauth2v0.28.0go.mod
Gogolang.org/x/syncv0.16.0go.mod
Gogolang.org/x/textv0.28.0go.mod
Gogoogle.golang.org/grpcv1.71.1go.mod
Gogoogle.golang.org/grpc/examplesv0.0.0-20220617181431-3e7b97febc7fgo.mod
Gocloud.google.com/go/storagev1.50.0go.mod
Gogithub.com/antlr4-go/antlr/v4v4.13.1go.mod
Gogithub.com/apache/pulsar-client-gov0.15.1go.mod
Gogithub.com/aws/aws-sdk-go-v2v1.36.3go.mod
Gogithub.com/aws/aws-sdk-go-v2/configv1.29.9go.mod
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.17.62go.mod
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Усі залежності не зібрано

Не вдалося зібрати розв'язаний набір залежностей для цього звіту: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Звіт у форматі JSON машиночитний
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          "committed_at": "2025-11-20T09:18:14Z",
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          "is_coding_agent": false
        },
        {
          "oid": "3c90dddebf31be6a06b9f9c14493d416ab75debf",
          "body": "issue: #45721\n\nSigned-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "fix: streamingnode should exit when initializing failure (#45731)",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-20T09:12:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b95bbaffae62e3b05d33a4d49a6f879c22206aea",
          "body": "Automated daily bump from pymilvus master branch. Updates\ntests/python_client/requirements.txt.\n\nSigned-off-by: XuanYang-cn <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "test: Increase PyMilvus version to 2.7.0rc60 for master branch (#45600)",
          "author_name": "XuanYang-cn",
          "author_login": "XuanYang-cn",
          "committed_at": "2025-11-20T08:53:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aa0870d2ffa569f76a2aeadbc70d560b08f0f8dd",
          "body": "Signed-off-by: Zhikun Yao <zhikun.yao@zilliz.com>",
          "is_bot": false,
          "headline": "test: add e2e-v2 helm for amd (#45621)",
          "author_name": "zhikunyao",
          "author_login": "zhikunyao",
          "committed_at": "2025-11-20T05:45:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0df44481d0d5ca3c60e27870f8e123cefd416a5",
          "body": "/kind improvement\n\nSigned-off-by: zhuwenxing <wenxing.zhu@zilliz.com>",
          "is_bot": false,
          "headline": "test: refactor checker to using milvus client (#45524)",
          "author_name": "zhuwenxing",
          "author_login": "zhuwenxing",
          "committed_at": "2025-11-20T03:59:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79926b412cf1003129e19409dbd43b95c8a58c79",
          "body": "…ock (#45681)\n\nRelated to #44974\n\nThe emplace() operation on tbb::concurrent_hash_map was not protected,\nallowing other threads to erase entries between the emplace attempt and\nthe subsequent lookup.\n\nSolution:\n1. Add shared_lock protection around the emplace() operation to prevent\nconcurrent erasur\n[…]\n\"earsed\" -> \"erased\"\n\nThis ensures that concurrent Get() operations are properly synchronized\nand will eventually succeed even under high contention.\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "fix: protect tbb concurrent_map emplace to avoid race condition deadl…",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-20T03:57:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f6411abbd7feb115d0d35f01cfd022f40b60a5ce",
          "body": "…#45695)\n\nissue: #44984\n\nSigned-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "fix: panic when streaming coord shutdown but query coord still work (…",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-20T03:07:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a3add6a3918077413941ab2e3fd7d6ad373b4cc8",
          "body": "issue: https://github.com/milvus-io/milvus/issues/45575\n\nSigned-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "fix: Fix json indices can not be loaded (#45620)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2025-11-20T02:41:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87f9a79a6a9f077677b4bb7cc1050eb253b4f3c3",
          "body": "… (#45698)\n\nissue: #45697\n\nSigned-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "fix: inconsistent proxy cache when multiple DDL is executing with DML…",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-19T18:53:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5b85f0e4dc4949a3b61abd85f56d641a7642f757",
          "body": "…es in every loop (#45680)\n\nissue: https://github.com/milvus-io/milvus/issues/45679\n\nSigned-off-by: Buqian Zheng <zhengbuqian@gmail.com>",
          "is_bot": false,
          "headline": "enhance: updated multiple places where the expr copies the input valu…",
          "author_name": "Buqian Zheng",
          "author_login": "zhengbuqian",
          "committed_at": "2025-11-19T17:51:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ee8c01bcf0b1a8085777073a8fbe142fcdb4c07",
          "body": "Signed-off-by: chasingegg <chao.gao@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: prefetch vector chunks for sealed non-indexed segments (#45665)",
          "author_name": "Gao",
          "author_login": "chasingegg",
          "committed_at": "2025-11-19T10:39:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "03a244844e1692bb4c5508efb4bd2d4f172ecfe5",
          "body": "issue: #45674\n\n---------\n\nSigned-off-by: Cai Zhang <cai.zhang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Set task init when worker doesn't have task (#45675)",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-11-19T10:03:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40fdf1e8289beba63f42d13ca4fd678215183dbf",
          "body": "Remove the log stack when setting isCompacting\n\nSigned-off-by: yangxuan <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Enable to merge sort one segment (#45652)",
          "author_name": "XuanYang-cn",
          "author_login": "XuanYang-cn",
          "committed_at": "2025-11-19T07:21:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c8073eb90bddac32d9261dbe8f02857049b59f67",
          "body": "issue: #45635\n\nSigned-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "fix: panic when double close channel of ack broadcast (#45661)",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-19T06:25:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a3b8bcb19867ec3203ad96e4a17af75b69a4dad0",
          "body": "issue: https://github.com/milvus-io/milvus/issues/44585\n\nSigned-off-by: zhenshan.cao <zhenshan.cao@zilliz.com>",
          "is_bot": false,
          "headline": "fix: correct default value backfill during AddField (#45634)",
          "author_name": "zhenshan.cao",
          "author_login": "czs007",
          "committed_at": "2025-11-18T15:05:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "947c8855f3662a77568ad56f3468a17b6c334cf7",
          "body": "relate: https://github.com/milvus-io/milvus/issues/42589\n\n---------\n\nSigned-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "feat: support search bm25 with highlight (#44923)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2025-11-18T08:09:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "16acf8829b5b623d5f2940f4286eed1541ed39e0",
          "body": "issue: https://github.com/milvus-io/milvus/issues/43611\n\nSigned-off-by: Shawn Wang <shawn.wang@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: expr: only prefetch chunks once (#45554)",
          "author_name": "sparknack",
          "author_login": "sparknack",
          "committed_at": "2025-11-18T07:51:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7708abd8fe456820a84ccdfadc03321ed14763af",
          "body": "issue: #45068\nWhen component.Prepare() fails (e.g., net listener creation error), the\nsign channel was never closed, causing runComponent to block\nindefinitely at <-sign. This resulted in the entire process hanging\nafter logging the error message.\n\nChanges:\n- Move close(sign) to defer statement in r\n[…]\nroutine\n- Ensures sign channel is always closed regardless of success/failure\n- Allows proper error propagation through future.Await() mechanism\n\n---------\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Prevent deadlock in runComponent when Prepare fails (#45609)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2025-11-18T07:41:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b734de5398dbcc18121dcb970e2331b9ed85005e",
          "body": "…zilliz client tests (#45645)\n\nThe tests were failing with \"grpc: Server.RegisterService after\nServer.Serve\" because setupMockServer() was starting the gRPC server\nbefore tests could register their services. gRPC requires all services\nto be registered before Server.Serve() is called.\n\nChanges:\n- Rem\n[…]\ncycle:\n1. Create server\n2. Register services\n3. Start serving\n\nRelated to #44620\nCase: \"internal/util/function/models/zilliz TestZillizClient_Rerank\"\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "fix: [skip e2e] move gRPC server start after service registration in …",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-18T07:31:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a0e2fe78f32d651482803b2a82d8c7f6e11d29ab",
          "body": "issue:#43427\n\n---------\n\nSigned-off-by: xiejh <862103595@qq.com>",
          "is_bot": false,
          "headline": "enhance: Add ST_IsValid operator implementation for gis (#45501)",
          "author_name": "862103595",
          "author_login": "862103595",
          "committed_at": "2025-11-18T07:09:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "caed0fe470d9ac696e309622f4995099925cba94",
          "body": "…f assignment recovery info (#45606)\n\nissue: #45210\n\nIf the underlying WAL is failed to open, the recovery info size of\nstreaming coord `streamingcoord-meta/pchannel` will increase fast until\nreaching the etcd limitation.\nSo make a compaction by serverID at assignment history to decrease the\n`streamingcoord-meta/pchannel` size.\n\nSigned-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "fix: compact the assignment history of channel to decrease the size o…",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-18T04:47:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ba75eea6284cecf5657d9b253ccc06be52c26a4",
          "body": "To prevent this issue from blocking other PRs, we are temporarily\ndisabling this test. A proper fix will be implemented before the 2.6.6\nrelease.\n\nissue: https://github.com/milvus-io/milvus/issues/45511\n\n---------\n\nSigned-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "enhance: skip test_milvus_client_search_json_path_index_default (#45604)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2025-11-18T02:54:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f8c972a102d82878fdfadbbacf23f2127fb29d20",
          "body": "…dification (#45615)\n\nRelated to #45614\n\nThis commit fixes a bug where certain collection attributes were not\nproperly updated during collection modification, causing metadata errors\nafter cluster restart and collection reload failures.\n\nWhen altering a collection, the `EnableDynamicField` and `Sche\n[…]\ntadata and the\npersisted state, leading to:\n- Dynamic field validation failures after restart\n- Collection loading errors\n- Metadata state mismatches\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "fix: update EnableDynamicField and SchemaVersion during collection mo…",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-18T02:05:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7aed88113cb2bcd5e1a1c0d74067c03e14fb3e31",
          "body": "issue: #44320\n\nThis change adds deduplication logic to handle duplicate primary keys\nwithin a single upsert batch, keeping the last occurrence of each\nprimary key.\n\nKey changes:\n- Add DeduplicateFieldData function to remove duplicate PKs from field\ndata, supporting both Int64 and VarChar primary key\n[…]\nduplication with various PK types\n(Int64, VarChar) and field types (scalar, vector)\n- Add Python integration tests to verify end-to-end behavior\n\n---------\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Deduplicate primary keys in upsert request batch (#45249)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2025-11-17T13:35:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e9506f1d6451787d664efeae17060d8d1bc315f0",
          "body": "…ds (#45572)\n\nRelated to #45543\n\nWhen a field with a default value is added to a collection, the default\nvalue becomes null after compaction instead of retaining the expected\ndefault value.\n\n**Root Cause**\nThe `appendValueAt` function in `internal/storage/arrow_util.go`\nincorrectly checked if the en\n[…]\n - StringBuilder\n   - BinaryBuilder (added default value support for internal $meta json)\n   - ListBuilder (removed unnecessary nil check)\n\n---------\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Handle default values correctly during compaction for added fiel…",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-17T11:03:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "96d0e780aca74f8e67216015bca815a352b1e1f7",
          "body": "relate: https://github.com/milvus-io/milvus/issues/45345\n\nSigned-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "fix: segcore collection schema update not concurrent safe. (#45337)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2025-11-14T09:51:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40e20427280b72db21e38a644a07f527bf5acb84",
          "body": "issue: #43897\n\n---------\n\nSigned-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "enhance: add more metrics for DDL framework (#45558)",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-14T07:19:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a208d72243b02110ee71818c4ed30d91497a8d2",
          "body": "…-managed loading (#45488)\n\nRelated to #45060\n\nRefactor segment loading architecture to make segments autonomously\nmanage their own loading process, moving the orchestration logic from Go\n(segment_loader.go) to C++ (segcore).\n\n**C++ Layer (segcore):**\n- Added `SetLoadInfo()` and `Load()` methods to \n[…]\no segment interfaces\n- Updated mock implementations and test interfaces\n- Integrated new C++ `SegmentLoad()` binding in Go segment wrapper\n\n---------\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Move segment loading logic from Go layer to segcore for self…",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-14T03:21:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0454cdaab30cb8c0c0de8c90a90f7e7d7aff1e2d",
          "body": "issue: https://github.com/milvus-io/milvus/issues/45459\n\nThis check is unnecessary when dropping index.\n\n---------\n\nSigned-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "fix: remove validateFieldName in dropIndex (#45460)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2025-11-14T02:17:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c69c7fa173ab5135c34815fbfe89b7bca42acb5",
          "body": "related to #44614\nfix the issue embedded etcd are not affected by quota config\n\nSigned-off-by: xiaofanluan <xiaofan.luan@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Upgrade etcd to 3.5.23 (#44666)",
          "author_name": "Xiaofan",
          "author_login": "xiaofan-luan",
          "committed_at": "2025-11-14T01:47:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc07be3c30308d12a7417344341a1e23171b98cb",
          "body": "issue: #45533\n\nSigned-off-by: Cai Zhang <cai.zhang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Ignore compaction task when from segment is not healthy (#45534)",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-11-13T15:07:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "102481e53f0beb98e143bef02986554e6c958834",
          "body": "https://github.com/milvus-io/milvus/issues/44053\n\nSigned-off-by: junjie.jiang <junjie.jiang@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Support add_function/alter_function/drop_function (#44895)",
          "author_name": "junjiejiangjjj",
          "author_login": "junjiejiangjjj",
          "committed_at": "2025-11-13T12:53:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d7a5a87b11742012e163f7d840f866dccb210ca1",
          "body": "issue: #45344\n\nSigned-off-by: chasingegg <chao.gao@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: update maxConnections config version (#45546)",
          "author_name": "Gao",
          "author_login": "chasingegg",
          "committed_at": "2025-11-13T09:57:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "db42b2df7558b859a8fc79f27d65f5544bb2c3a5",
          "body": "Issue: #45489 \n<fix>: <fix partial update chaos checker>\n\n On branch feature/partial-update\n Changes to be committed:\n\tmodified:   chaos/checker.py\n\n---------\n\nSigned-off-by: Eric Hou <eric.hou@zilliz.com>\nCo-authored-by: Eric Hou <eric.hou@zilliz.com>",
          "is_bot": false,
          "headline": "test: fix partial update chaos checker (#45492)",
          "author_name": "Feilong Hou",
          "author_login": "FeilongHou",
          "committed_at": "2025-11-13T09:29:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "09a31958679623134cb23abc3a029d2e0b244406",
          "body": "related: https://github.com/milvus-io/milvus/issues/45344\n\nSigned-off-by: chasingegg <chao.gao@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: support max_connections config for remote storage (#45225)",
          "author_name": "Gao",
          "author_login": "chasingegg",
          "committed_at": "2025-11-13T07:37:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "929dc658829076ec74fa50e7e4a0a7f9f7132d8e",
          "body": "issue: https://github.com/milvus-io/milvus/issues/45380\n\n---------\n\nSigned-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "fix: fix index compatibility after upgrade  (#45373)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2025-11-13T04:59:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "50f198e346a8b109b2d1c55d6fea703049fccaca",
          "body": "https://github.com/milvus-io/milvus/issues/35856\n\nSigned-off-by: junjie.jiang <junjie.jiang@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Support zilliz models (#45168)",
          "author_name": "junjiejiangjjj",
          "author_login": "junjiejiangjjj",
          "committed_at": "2025-11-13T04:55:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e31eec292156cecd0aa16a5822bbb5c3cd0ef4f2",
          "body": "Automated daily bump from pymilvus master branch. Updates\ntests/python_client/requirements.txt.\n\nSigned-off-by: XuanYang-cn <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "test: Increase PyMilvus version to 2.7.0rc56 for master branch (#45515)",
          "author_name": "XuanYang-cn",
          "author_login": "XuanYang-cn",
          "committed_at": "2025-11-13T03:33:41Z",
          "body_truncated": false,
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        },
        {
          "oid": "e48fe7f8206c85d57a3bf5e192b84a738cb4b21d",
          "body": "issue: https://github.com/milvus-io/milvus/issues/45006\n\nSigned-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Fix bulkimport bug for Struct field (#45474)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-11-13T03:31:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a9895bb90493f92154072cff6765a7a2a17c952b",
          "body": "related to #45303\nfix milvus pod may restart when etcd pod start\n\nSigned-off-by: xiaofanluan <xiaofan.luan@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: add robust handle etcd servercrash (#45304)",
          "author_name": "Xiaofan",
          "author_login": "xiaofan-luan",
          "committed_at": "2025-11-13T02:23:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "406fa7b694172a032f7e405c009660a50972f74e",
          "body": "related: #45318\n\nSigned-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>",
          "is_bot": false,
          "headline": "fix: failed to get raw data for hybrid index(#45318) (#45411)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2025-11-13T02:17:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b7fb8ed38caf3688b4dfc92eef5b8d8e190f1bfb",
          "body": "…fer replica (#45506)\n\nissue: #45452\n\n- alias/rename related DDL should use database level exclusive lock\n- alias cannot use as the resource key of lock, use collection name\ninstead\n- transfer replica should use WAL-based framework\n\nSigned-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "fix: use the right resource key lock for ddl and use new ddl in trans…",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-12T11:01:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cabc47ce01bfd0f9d1808b74cc330b48bf1e076e",
          "body": "…(#45428)\n\n1. Ensure replica creation is idempotent.\n2. Prevent currentTarget update when replica is missing.\n3. Move the wait-for-release logic into the DDL framework's callback,\nand add a timeout to prevent it from blocking the DDL callback\nindefinitely.\n\nissue: https://github.com/milvus-io/milvus/issues/45301,\nhttps://github.com/milvus-io/milvus/issues/45274,\nhttps://github.com/milvus-io/milvus/issues/45295\n\n---------\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Fix channel not available error and release collection blocking …",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-11-12T10:55:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28d0755aaa2c47aefaaed59dd5d90cf452ab210e",
          "body": "This causes collection schema properties is empty in datacoord caches,\nthus making compaction, indexing, unable to get properties from schema.\n\nSee also: #45053, #45159\n\nSigned-off-by: yangxuan <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Set schema properties before broadcast alter collection (#45502)",
          "author_name": "XuanYang-cn",
          "author_login": "XuanYang-cn",
          "committed_at": "2025-11-12T10:11:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b01af55b9c18cb639c5c702964272dc12777ea3",
          "body": "issue: #45476\n\nSigned-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "fix: remove collection meta when drop partition (#45493)",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-11T15:39:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "216c576da2d4d85bc43e9786e3c5c601edc4568a",
          "body": "… query completion (#45413)\n\nissue: #45314\n\nThis PR only ensures that no panic occurs. However, we still need to\nprovide protection for the delegator handling ongoing query tasks.\n\nSigned-off-by: Cai Zhang <cai.zhang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Retain collection early to prevent it from being released before…",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-11-11T12:29:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "404797dd46a07e4cd8d5d1a60ff11bfb737f2ee5",
          "body": "issue: https://github.com/milvus-io/milvus/issues/45473\n\nSigned-off-by: zhenshan.cao <zhenshan.cao@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Set timezone to UTC and ensure tzdata support (#45483)",
          "author_name": "zhenshan.cao",
          "author_login": "czs007",
          "committed_at": "2025-11-11T09:47:36Z",
          "body_truncated": false,
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        },
        {
          "oid": "6a093887d855cbe1bf937e2364c9f551c93eab5d",
          "body": "/kind improvement\n\nSigned-off-by: zhuwenxing <wenxing.zhu@zilliz.com>",
          "is_bot": false,
          "headline": "test: fix apikey setting in restful v2 testcases (#45396)",
          "author_name": "zhuwenxing",
          "author_login": "zhuwenxing",
          "committed_at": "2025-11-11T09:27:40Z",
          "body_truncated": false,
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        {
          "oid": "d0d908e51d72d3b16f78ef41be8df4199e208421",
          "body": "…45478)\n\nissue: #45477\n\nSigned-off-by: Cai Zhang <cai.zhang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Fix target segment marked dropped for save stats result twice (#…",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-11-11T09:19:38Z",
          "body_truncated": false,
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          "oid": "9d75d0393e29db181313ee0e04b468ce6f6688a9",
          "body": "… scenarios (#45360)\n\nissue: #43611\n\n---------\n\nSigned-off-by: Shawn Wang <shawn.wang@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: some optimization of scalar field fetching in tiered storage…",
          "author_name": "sparknack",
          "author_login": "sparknack",
          "committed_at": "2025-11-11T09:17:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "77dc512b3b638b29bdcade75ab3f3e3e70d50c38",
          "body": "issue: #45397\n\nSigned-off-by: sijie-ni-0214 <sijie.ni@zilliz.com>",
          "is_bot": false,
          "headline": "fix: alter collection with alias failed (#45447)",
          "author_name": "sijie-ni-0214",
          "author_login": "sijie-ni-0214",
          "committed_at": "2025-11-11T08:05:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4797bb6ab2033b2cbff83f1ddac7098a6ad6018e",
          "body": "issue: #45403, #45463\n\n- fix the Nightly E2E failures.\n- fix the wrong update timetick of altering collection to fix the\nrelated load failure.\n\nSigned-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "fix: wrong update timetick of collection meta info (#45461)",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-11T08:01:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e3c1673191c60c9ef22b322f22d89558fad206d1",
          "body": "issue: #45450\n\nSigned-off-by: Cai Zhang <cai.zhang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Fix filter geometry for growing with mmap (#45464)",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-11-11T07:39:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "843b487d1ad70738ccd026d091cac5ae03219bd9",
          "body": "…45475)\n\nissue: https://github.com/milvus-io/milvus/issues/45473\n\nSigned-off-by: zhenshan.cao <zhenshan.cao@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Add tzdata dependency to enable IANA Time Zone ID recognition (#…",
          "author_name": "zhenshan.cao",
          "author_login": "czs007",
          "committed_at": "2025-11-11T06:43:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "69f3aab22934479a6cc5c2f1507efaf2713c51b5",
          "body": "related: #45298\n\nSigned-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>",
          "is_bot": false,
          "headline": "feat: milvus support huawei cloud iam verification(#45298) (#45457)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2025-11-11T06:41:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "382b1d7de6447f26877dbec6f6c7db386088ffd0",
          "body": "…lk search (#45444)\n\nRelated to #45338\n\nWhen using bulk vector search in hybrid search with rerank functions,\nthe output field values for different queries were all equal to the\nvalues returned by the first query, instead of the correct values\nbelonging to each document ID. The document IDs were cor\n[…]\nnding field data\nbased on the absolute offset within the entire batch, resolving the\nissue where all queries returned the first query's field values.\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "fix: correct field data offset calculation in rerank functions for bu…",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-11T06:39:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dcf490663c4a40378171f4d36d4e1138ef46d443",
          "body": "See also: #45136, #45124\n\nSigned-off-by: yangxuan <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: store database event if the key is invalid (#45348)",
          "author_name": "XuanYang-cn",
          "author_login": "XuanYang-cn",
          "committed_at": "2025-11-11T02:55:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d1ea751a6662130aea10c6499f1d4ccec1d244e",
          "body": "Related to #45445\n\nPreviously, FillFieldData for JSON fields would assert and fail when a\ndefault_value was provided, blocking index creation for JSON fields with\ndefault values (including dynamic fields like $meta).\n\nThis change enables JSON default value support by:\n- Removing the assertion that b\n[…]\nes from 2.5 to 2.6.5 where dynamic fields with\ndefault values couldn't be indexed\n- Index builds that were stuck in InProgress state can now complete\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Support JSON default values in FillFieldData (#45455)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-11T02:35:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6f4abab6c858749e4ff87341f58f440710649581",
          "body": "issue: https://github.com/milvus-io/milvus/issues/45362\n\nSigned-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "fix: nextFieldID does not consider STRUCT (#45437)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2025-11-11T02:31:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45907747e281b100d163ec6bf2f31c4e535aed9d",
          "body": "issue: https://github.com/milvus-io/milvus/issues/45443\n\nSigned-off-by: zhenshan.cao <zhenshan.cao@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Add /livez for Liveness Probes (#45454)",
          "author_name": "zhenshan.cao",
          "author_login": "czs007",
          "committed_at": "2025-11-11T01:51:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e9a875f7acc819ed656451cf0b2bbd038abc51a2",
          "body": "issue: #44752\n\n---------\n\nSigned-off-by: chasingegg <chao.gao@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: override index_type while creating segment index (#45416)",
          "author_name": "Gao",
          "author_login": "chasingegg",
          "committed_at": "2025-11-10T23:27:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e1de0073a3c37c789d63eabf713b5a0949c40ea",
          "body": "Related to #44988\n\nThis PR commit newly updated tantivy-binding.h with cargo build result\nwhich shall passes format check.\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Update tantivy-binding with cargo build result (#45458)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-10T10:09:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1af0df9f34bb66ce414df7694cd082b96307596",
          "body": "/kind improvement\n\nSigned-off-by: zhuwenxing <wenxing.zhu@zilliz.com>",
          "is_bot": false,
          "headline": "test:  add struct array mmap testcases (#45309)",
          "author_name": "zhuwenxing",
          "author_login": "zhuwenxing",
          "committed_at": "2025-11-10T08:49:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "931d4bf95f368f1ecb723d89ad141be4b5463cd4",
          "body": "issue: #45227\nIncrease the default session TTL to 30 seconds to tolerate etcd failover\ntime. This prevents session expiration during etcd cluster failover,\nimproving system stability.\n\nWhen etcd undergoes failover (leader election or node restart), the\nprevious 10s TTL was too short to survive the f\n[…]\nhile\nmaintaining session liveness.\n\nChanges:\n- Update DefaultSessionTTL constant from 10 to 30\n- Update SessionTTL ParamItem DefaultValue from \"10\" to \"30\"\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: increase session TTL from 10s to 30s (#45228)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2025-11-10T08:47:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "897ac983c887c3e05fdd552670c9c6e87c2ade32",
          "body": "This PR changes the config layout according to the latest design, and\nadds two external credential configs for aws kms\n\nSee also: #45169\n\nSigned-off-by: yangxuan <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Add new config and enable to dynamic update configs (#45170)",
          "author_name": "XuanYang-cn",
          "author_login": "XuanYang-cn",
          "committed_at": "2025-11-10T06:43:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e82bf0e54f67a0d9418d74b20f98a26b1be1c7f5",
          "body": "Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: fix typo of analyzer params (#45299)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2025-11-10T06:35:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f815f57b82c1c21f9b41dcef0b1f064851fa9790",
          "body": "… size (#45222)\n\nissue: #44857\n\nSigned-off-by: Shawn Wang <shawn.wang@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: check both eviction and warmup when estimate segment loading…",
          "author_name": "sparknack",
          "author_login": "sparknack",
          "committed_at": "2025-11-10T06:15:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a38a0deb437a9ba0f41f76d14926a51ae428b55d",
          "body": "…ertRecord _pk2offset_ (#45281)\n\nSigned-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: prevent panic by adding null pointer check when clearing Ins…",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2025-11-10T03:37:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f19fb283c390f694a06240d6e3d190e7627d713c",
          "body": "Bump milvus version to v2.6.5\nSigned-off-by: sre-ci-robot sre-ci-robot@users.noreply.github.com\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[automated] Bump milvus version to v2.6.5 (#45432)",
          "author_name": "sre-ci-robot",
          "author_login": "sre-ci-robot",
          "committed_at": "2025-11-09T12:33:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87b466fd83e5cb07c66501c2aab2d389ec05dab5",
          "body": "related: #45418\n\nSigned-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>",
          "is_bot": false,
          "headline": "fix: Group value is nil(#45418) (#45422)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2025-11-08T02:29:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8bdc3f2a18353a0fcff1da662320b574e5e722e",
          "body": "issue: https://github.com/milvus-io/milvus/issues/44123\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Add RBAC support for UpdateReplicateConfiguration (#45123)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-11-07T09:11:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7aa0ca5d4ec1ec340d086f258de8d174a8dae585",
          "body": "fix #45365\n\nSigned-off-by: xiaofanluan <xiaofan.luan@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Clean unused conan dependency (#45366)",
          "author_name": "Xiaofan",
          "author_login": "xiaofan-luan",
          "committed_at": "2025-11-07T09:07:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "515a939edfd0c6ed6091449db11bcbcd42e4abbd",
          "body": "issue: #44452\n\nSigned-off-by: Buqian Zheng <zhengbuqian@gmail.com>",
          "is_bot": false,
          "headline": "enhance: remove obsolete code (#45307)",
          "author_name": "Buqian Zheng",
          "author_login": "zhengbuqian",
          "committed_at": "2025-11-07T08:07:35Z",
          "body_truncated": false,
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        },
        {
          "oid": "388d56fdc751b34fde088fbee7555e804e4e84ab",
          "body": "…engine, client, and tests) (#44988)\n\n### Is there an existing issue for this?\n\n- [x] I have searched the existing issues\n\n---\n\nPlease see: https://github.com/milvus-io/milvus/issues/44593 for the\nbackground\n\nThis PR makes https://github.com/milvus-io/milvus/pull/44638 redundant,\nwhich can be closed\n[…]\nnternal/core/thirdparty/tantivy/tantivy-binding && cargo test` (if\ndeveloping locally).\n\n---------\n\nSigned-off-by: Amit Kumar <amit.kumar@reddit.com>\nCo-authored-by: Amit Kumar <amit.kumar@reddit.com>",
          "is_bot": false,
          "headline": "enhance: Add support for minimum_should_match in text_match (parser, …",
          "author_name": "Amit Kumar",
          "author_login": "kumaramit01",
          "committed_at": "2025-11-07T08:07:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "489288b5e3042b579cc1161425435fa224b44937",
          "body": "Related to #45359\nFixing CVE-2025-58187\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Update builder image tag upgrading go1.24.9 (#45394)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-07T07:27:34Z",
          "body_truncated": false,
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          "oid": "6102f001a971c8c8055a4a4cae704442d5cab793",
          "body": "relate:https://github.com/milvus-io/milvus/issues/45381\n\nSigned-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: skip check source id (#45377)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2025-11-07T07:19:34Z",
          "body_truncated": false,
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          "body": "issue: https://github.com/milvus-io/milvus/issues/44123\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Fix data race in replicate stream client (#45346)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-11-07T02:17:33Z",
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          "body": "Fixing CVE-2025-58187\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Bump go version to 1.24.9 (#45359)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-07T02:13:35Z",
          "body_truncated": false,
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        },
        {
          "oid": "7527ddf50fb0034c7472f3a2244712b2cbc7c77b",
          "body": "…ge (#45355)\n\nSigned-off-by: Cai Zhang <cai.zhang@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: [test] Move R-Tree index tests into the implementation packa…",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-11-07T02:03:33Z",
          "body_truncated": false,
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        },
        {
          "oid": "b8f9384a851583f056bb11ac6eadbfd792bdb072",
          "body": "issue: #45315\n\nSigned-off-by: Cai Zhang <cai.zhang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Skip building text index for newly added columns (#45316)",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-11-06T11:47:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2dd2c96eb1ebc286beaa69b2563e24cfc321c78c",
          "body": "When there're no growing segments in the collection, L0 Compaction will\ntry to choose all L0 segments that hits all L1/L2 segments.\n\nHowever, if there's Sealed Segment still under flushing in DataNode at\nthe same time L0 Compaction selects satisfied L1/L2 segments, L0\nCompaction will ignore this Seg\n[…]\ndeletes on the Sealed Segment.\n\nThis quick solution here is to fail this L0 compaction task once\nselected a Sealed segment.\n\nSee also: #45339\n\n---------\n\nSigned-off-by: yangxuan <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Accidentally ignored sealed segments in L0 Compaction (#45340)",
          "author_name": "XuanYang-cn",
          "author_login": "XuanYang-cn",
          "committed_at": "2025-11-06T08:53:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a2282d61cbc8b61dc6c26de571248b968b305ba5",
          "body": "related issue: #45326\n\nSigned-off-by: yanliang567 <yanliang.qiao@zilliz.com>",
          "is_bot": false,
          "headline": "test: Add more async tests (#45327)",
          "author_name": "yanliang567",
          "author_login": "yanliang567",
          "committed_at": "2025-11-06T07:43:33Z",
          "body_truncated": false,
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        },
        {
          "oid": "623a9e5156edbb8683f2f30595aa0cf5d28a6dc6",
          "body": "…#45294)\n\nSliced arrow arrays \"incorrectly\" returned the original array's size via\nSizeInBytes(), causing inaccurate memory estimates during compaction.\n\nThis resulted in segments closing prematurely in mergeSplit mode -\nexpected 500MB compactions produced 4x100+MB segments instead.\n\nFixed by calculating actual byte size of sliced arrays, ensuring proper\nsegment sizing and more accurate memory usage tracking.\n\nSee also: #45293\n\nSigned-off-by: yangxuan <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Accurate size estimation for sliced arrow arrays in compaction (…",
          "author_name": "XuanYang-cn",
          "author_login": "XuanYang-cn",
          "committed_at": "2025-11-06T06:57:34Z",
          "body_truncated": false,
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        },
        {
          "oid": "e28473339922033563a9bc8b8ebd1534ce24e350",
          "body": "…ailability (#45334)\n\nRelated to #45333\n\nFix segment loading failure when adding fields with text match enabled.\nThe issue occurred because text indexes were being loaded before\nFinishLoad() was called, meaning raw data was not properly available\nwhen text index creation attempted to access it, resu\n[…]\nilable in memory\n2. Text indexes can access the raw data they need during creation\n3. The segment is in the correct state before any index operations\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Move FinishLoad before text index creation to ensure raw data av…",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-06T06:49:34Z",
          "body_truncated": true,
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        {
          "oid": "59c64bee07142050fd6119af1de3676f4c48bc0a",
          "body": "#45284\n\nSigned-off-by: luzhang <luzhang@zilliz.com>\nCo-authored-by: luzhang <luzhang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: not use json_shredding for json path is null (#45310)",
          "author_name": "zhagnlu",
          "author_login": "zhagnlu",
          "committed_at": "2025-11-06T03:43:33Z",
          "body_truncated": false,
          "is_coding_agent": false
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          "oid": "9032bb7668cb4e1d214db7ec28f63d48c706eb9f",
          "body": "…45323)\n\nissue: #43040\n\nSigned-off-by: Shawn Wang <shawn.wang@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: unify the aligned buffer for both buffered and direct I/O (#…",
          "author_name": "sparknack",
          "author_login": "sparknack",
          "committed_at": "2025-11-06T02:53:33Z",
          "body_truncated": false,
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        },
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          "oid": "1cf00c6d32f687ec50fb6fee2449e6fedd45757d",
          "body": "Related to #45329\n\nFix compaction failure when handling newly added dynamic fields with\nstorage v1 binlogs. The issue occurred because the\n`GenerateEmptyArrayFromSchema` function did not support JSON data type\ndefault values, causing \"Unexpected default value\" errors during\ncompaction.\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Support JSON default value in compaction (#45330)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-06T02:15:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a4d69031f121561c880046571d8a3f6faad017b8",
          "body": "…node. (#45246)\n\nCurrently, the index type AiSAQ RAM usage estimation is not being\ncalculated correctly.\nAiSAQ index type consumes less RAM usage while loading the index than\nDISKANN does, and the query node module is missing the implementation of\nthe RAM usage estimation for that AiSAQ index type.\n\n[…]\nSize\n\nReported issue is #45247\n\n---------\n\nSigned-off-by: Lior Friedman <lior.friedman@il.kioxia.com>\nSigned-off-by: friedl <lior.friedman@kioxia.com>\nCo-authored-by: friedl <lior.friedman@kioxia.com>",
          "is_bot": false,
          "headline": "fix: Add AiSAQ index type RAM estimation implementation on the query …",
          "author_name": "Lior Friedman",
          "author_login": "liorf95",
          "committed_at": "2025-11-06T00:53:34Z",
          "body_truncated": true,
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          "oid": "121eb912ba2310bad91e08fe75fea05e39ba4a8e",
          "body": "When getting disk usage, files or directories may be removed\nconcurrently due to segment release. This PR ignores “file or directory\ndoes not exist” errors in such cases.\n\nissue: https://github.com/milvus-io/milvus/issues/45239\n\n---------\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Fix load segment failed due to get disk usage error (#45255)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-11-06T00:51:33Z",
          "body_truncated": false,
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          "body": "Related to #44956\n\nIntegrate the StorageV2 FFI interface as the unified storage layer for\nreading packed columnar data, replacing the custom iterative reader with\na manifest-based approach using the milvus-storage library.\n\nChanges:\n- Add C++ FFI reader implementation (ffi_reader_c.cpp/h) with Arrow\n[…]\nations through milvus-storage library\n- Simplified code path with manifest-based reading\n- Better performance with batched streaming reads\n\n---------\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: [StorageV2] Integrate FFI interface for packed reader (#45132)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-05T11:57:34Z",
          "body_truncated": true,
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          "body": "Automated daily bump from pymilvus master branch. Updates\ntests/python_client/requirements.txt.\n\nSigned-off-by: XuanYang-cn <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "test: Increase PyMilvus version to 2.7.0rc54 for master branch (#45273)",
          "author_name": "XuanYang-cn",
          "author_login": "XuanYang-cn",
          "committed_at": "2025-11-05T11:35:33Z",
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          "body": "issue: https://github.com/milvus-io/milvus/issues/44598\n\nSigned-off-by: zhenshan.cao <zhenshan.cao@zilliz.com>",
          "is_bot": false,
          "headline": "fix: timezone parameter ingored in Search/Query (#45320)",
          "author_name": "zhenshan.cao",
          "author_login": "czs007",
          "committed_at": "2025-11-05T11:19:33Z",
          "body_truncated": false,
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          "body": "Related to #42148\n\nAdd comprehensive support for struct array field type in the Go SDK,\nincluding data structure definitions, column operations, schema\nconstruction, and full test coverage.\n\n**Struct Array Column Implementation (`client/column/struct.go`)**\n- Add `columnStructArray` type to handle s\n[…]\nld` from\nprotobuf\n- Update `FieldDataColumn()` to detect and parse struct array fields\n- Support range-based slicing for struct array data\n\n---------\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: [GoSDK] Support struct array field type (#45291)",
          "author_name": "congqixia",
          "author_login": "congqixia",
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          "body": "issue: https://github.com/milvus-io/milvus/issues/44585\n\nSigned-off-by: zhenshan.cao <zhenshan.cao@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Handle timestamptz import errors (#45287)",
          "author_name": "zhenshan.cao",
          "author_login": "czs007",
          "committed_at": "2025-11-05T07:05:33Z",
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        {
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        {
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        {
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          "login": "zhuwenxing",
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        {
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        {
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        {
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        {
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          "login": "yhmo",
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        {
          "type": "User",
          "login": "jeffoverflow",
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          "avatar_url": "https://avatars.githubusercontent.com/u/24581746?v=4"
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        {
          "type": "User",
          "login": "XuPeng-SH",
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        "jenkins-checker.yaml",
        "license-checker.yaml",
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        "network-latency-chaos-test.yaml",
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        "pod-kill-chaos-test-kafka-version.yaml",
        "pod-kill-chaos-test.yaml",
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        "publish-gpu-builder.yaml",
        "publish-krte-images.yaml",
        "publish-test-images.yaml",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
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          {
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          {
            "name": "Dangerous-Workflow",
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            "reason": "no dangerous workflow patterns detected",
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      "key": "overall",
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      "note": null,
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      "components": []
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              {
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          {
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                "key": "pr_template",
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        "key": "governance",
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        "weight": 0.24,
        "metrics": [
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            "notes": [],
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            "components": [
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                "key": "bus_factor",
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                "key": "commit_distribution",
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              {
                "key": "contributor_breadth",
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                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 8 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "critical",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution",
                    "pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "merged_prs": 0,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "no decided pull requests or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_decided_prs_or_data",
                    "params": {}
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 63,
            "inputs": {
              "followers": 134,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "yurivict",
              "public_repos": 208,
              "account_age_days": 5923
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "134 followers of yurivict",
                "points": 15.3,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 134,
                      "login": "yurivict"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "208 public repos, account ~16 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 208
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 16
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 91,
            "inputs": {
              "packages": [
                "github.com/yurivict/milvus/v2",
                "github.com/yurivict/milvus"
              ],
              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 236
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 2,
                      "ecosystems": "go"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 236 days ago",
                "points": 26,
                "status": "partial",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 236
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "121 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 121
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 75,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 92,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "28 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 28
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".golangci.yml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "https://milvus.io",
              "has_readme": false,
              "has_docs_dir": true,
              "has_description": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://milvus.io",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "critical",
        "name": "Security",
        "value": 24,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 24,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 2.4
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 8 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "82 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 8
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 62,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.97,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "97 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 97,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock",
                "go.sum"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile",
                "client/Makefile",
                "pkg/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "client/go.mod",
                "go.mod",
                "internal/core/thirdparty/tantivy/tantivy-binding/Cargo.toml",
                "pkg/go.mod",
                "tests/go_client/go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, client/Makefile, pkg/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, client/Makefile, pkg/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 937448,
              "source_files_sampled": 3748,
              "oversized_source_files": 137
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "137/3748 source files over 60KB",
                "points": 53,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 3748,
                      "oversized": 137
                    }
                  }
                ],
                "max_points": 55
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Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.

Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.27.0 — повна методологія · вікі метрик.

Як окремий результат виглядає на тлі всього реєстру: сукупна статистикаGo.