Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.26.0 · метрики 1.13.0 · 2026-07-22 03:07 UTC

volcano-sh / kthena

Kubernetes-native AI serving platform for scalable model serving.

GoApache-2.0★ 394 зірки⑂ 151 форкз трав. 2025 р.Переглянути на GitHub ↗

volcano-sh/kthena має індекс здоров’я 79 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (95/100), найнижчий — Security (45/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 4 учасники.

79
загалом / 100
Добрий

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.

79
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

VolcanoОрганізація
328 підписників15 публічних репозиторіївз січ. 2019 р.

За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
Gogithub.com/volcano-sh/kthenav1.0.0-105 днів тому

Метрики за категоріями

Життєздатність

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

95Відмінний · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 0 дн. тому
35.3/36Ритм комітів — 51/52 тижнів із комітами
18/18Обсяг комітів — 1 874 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 16 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year1 874
human_commit_share1
days_since_last_push0
active_weeks_last_year51
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 9 релізів
36/36Свіжість релізів — останній реліз 5 дн. тому
27/27Ритм релізів — реліз кожні ~32,5 дн.
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Використані вхідні дані
releases_count9
latest_release_tagv1.0.0
releases_from_tagsні
days_since_latest_release5
mean_days_between_releases32,5

Спільнота та впровадження

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

78Добрий · 18% загального індексу
Як обчислюється оцінка
42.1/60Зірки — 394 зірок
18.1/25Форки — 151 форків
5/15Спостерігачі — 9 спостерігачів
Використані вхідні дані
forks151
stars394
watchers9
growth_stateorganic
growth_factor_pct100
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (Apache-2.0)
18/18Настанови CONTRIBUTING
13.5/13.5Кодекс поведінки
0/7.2Шаблон issue
6.3/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateні
has_code_of_conductтак
has_pull_request_templateтак

Сталість та врядування

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

83Добрий · 24% загального індексу
Як обчислюється оцінка
43.2/54Бас-фактор — на 4 контриб’ютор(ів) припадає половина всіх комітів
17.8/22.5Розподіл комітів — головний контриб’ютор — автор 21% комітів
13.5/13.5Широта контриб’юторів — 66 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 24 contributing companies or organizations
Використані вхідні дані
bus_factor4
contributors_sampled66
top_contributor_share0,207
Як обчислюється оцінка
35.8/46.8Вирішення issue — закрито 77% issue
31.7/38.3Прийняття PR — злито 702/847 вирішених PR
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Використані вхідні дані
merged_prs702
open_issues102
closed_issues334
issue_closed_ratio0,766
closed_unmerged_prs145
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
18.1/25Охоплення власника — 328 підписників у volcano-sh
20.8/25Послужний список — 15 публічних репозиторіїв, вік облікового запису ~7 р.
Використані вхідні дані
followers328
owner_typeOrganization
is_verified
owner_loginvolcano-sh
public_repos15
account_age_days2 728

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у go
35/35Свіжість публікацій — остання публікація 5 дн. тому
20/20Історія версій — 10 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesgithub.com/volcano-sh/kthena
ecosystemsgo
any_deprecatedні
min_days_since_publish5

Інженерна якість

Чи наявні базові інженерні практики та документація?

86Відмінний · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 12 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера — .golangci.yaml
0/9.6Pre-commit-хуки
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 18 out of 18 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configні

Документація

90Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://kthena.volcano.sh
10/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics
has_wikiтак
homepagehttps://kthena.volcano.sh
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

45У зоні ризику · 16% загального індексу

Стан безпеки

45У зоні ризику
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 18 out of 18 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 24 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
7.5/7.5Maintained — 30 commit(s) and 16 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 104 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4,5

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.

78Добрий · 0% загального індексу
Як обчислюється оцінка
45/45Інструкції для агентів — AGENTS.md
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 75 з 100 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,75
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes5 636
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера — .golangci.yaml
11/11Статична перевірка типів — docs/kthena/tsconfig.json
10/10Відтворюване середовище — Dockerfile, lockfile
6/10Підтверджена практика роботи з агентами — 3 з останніх 100 комітів створено агентом або з його зазначенням
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
lockfilesgo.sum, package-lock.json
has_dockerfileтак
typed_languageтак
bootstrap_filesMakefile
has_devcontainerні
has_linter_configтак
typecheck_configsdocs/kthena/tsconfig.json
agent_commit_share0,03
toolchain_manifestsgo.mod
dependency_bot_commit_share0
Як обчислюється оцінка
45/45Типізований код — Go (статично типізована)
54.1/55Керовані розміри файлів — 7/412 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageGo
largest_source_bytes269 218
source_files_sampled412
oversized_source_files7
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
0/20Сервер MCP
40/40Придатні до запуску приклади — examples
Використані вхідні дані
example_dirsexamples
has_mcp_signalні
api_schema_files

Ключові факти

394зірок GitHub
66контриб'юторів
1 874комітів за останні 12 місяців
0днів від останнього пушу
9релізів
4бас-фактор
102відкритих issue
Goпакетних екосистем

Попередження щодо збору даних

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

Докладніше

Історія зірок і форків 394 ★ / 151 ⇿
394Зірки
151Форки
9Релізи

Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.

0100200300400393150222025-052025-122026-07
Мажорні 1Мінорні 4Патчі 0

Кожна точка охоплює 2 днів.

OpenSSF Scorecard 4.5 / 10
4.5сукупно

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 · 2026-07-22 03:06 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests18 out of 18 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 24 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 16 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities104 existing vulnerabilities detected
Прямі залежності 37
РеєстрПакетОбмеження версіїМаніфест
Gogithub.com/alicebob/miniredis/v2v2.35.0go.mod
Gogithub.com/cespare/xxhashv1.1.0go.mod
Gogithub.com/gammazero/dequev1.0.0go.mod
Gogithub.com/gin-gonic/ginv1.10.0go.mod
Gogithub.com/go-redis/redis/v8v8.11.5go.mod
Gogithub.com/google/go-cmpv0.7.0go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/hashicorp/go-retryablehttpv0.7.7go.mod
Gogithub.com/hashicorp/golang-lru/v2v2.0.7go.mod
Gogithub.com/lestrrat-go/jwx/v3v3.0.10go.mod
Gogithub.com/pkoukk/tiktoken-gov0.1.7go.mod
Gogithub.com/pkoukk/tiktoken-go-loaderv0.0.1go.mod
Gogithub.com/prometheus/client_golangv1.23.2go.mod
Gogithub.com/prometheus/client_modelv0.6.2go.mod
Gogithub.com/prometheus/commonv0.67.2go.mod
Gogithub.com/redis/go-redis/v9v9.11.0go.mod
Gogithub.com/spf13/cobrav1.9.1go.mod
Gogithub.com/spf13/pflagv1.0.7go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogolang.org/x/timev0.13.0go.mod
Gogomodules.xyz/jsonpatch/v2v2.5.0go.mod
Gohelm.sh/helm/v3v3.18.6go.mod
Goistio.io/istiov0.0.0-20250514001512-c9c7d1fa7da1go.mod
Gok8s.io/apiv0.34.2go.mod
Gok8s.io/apiextensions-apiserverv0.34.2go.mod
Gok8s.io/apimachineryv0.34.2go.mod
Gok8s.io/client-gov0.34.2go.mod
Gok8s.io/code-generatorv0.34.2go.mod
Gok8s.io/klog/v2v2.140.0go.mod
Gok8s.io/utilsv0.0.0-20250820121507-0af2bda4dd1dgo.mod
Gosigs.k8s.io/controller-runtimev0.22.4go.mod
Gosigs.k8s.io/gateway-apiv1.4.0go.mod
Gosigs.k8s.io/gateway-api-inference-extensionv1.2.0go.mod
Gosigs.k8s.io/lwsv0.7.0go.mod
Gosigs.k8s.io/structured-merge-diff/v6v6.3.0go.mod
Gosigs.k8s.io/yamlv1.6.0go.mod
Govolcano.sh/apisv1.13.2-0.20260105020123-deb066235db8go.mod
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
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 33738,
      "has_wiki": true,
      "homepage": "https://kthena.volcano.sh",
      "languages": {
        "Go": 2835632,
        "Shell": 21965,
        "Python": 162389,
        "Makefile": 10450,
        "Dockerfile": 2941,
        "Go Template": 1472
      },
      "pushed_at": "2026-07-21T06:52:46Z",
      "created_at": "2025-05-08T08:14:48Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-21T06:33:45Z",
      "description": "Kubernetes-native AI serving platform for scalable model serving.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Go",
      "significant_languages": [
        "Go"
      ]
    },
    "owner": {
      "blog": "http://volcano.sh",
      "name": "Volcano",
      "type": "Organization",
      "login": "volcano-sh",
      "company": null,
      "location": "CNCF",
      "followers": 328,
      "avatar_url": "https://avatars.githubusercontent.com/u/47214749?v=4",
      "created_at": "2019-01-31T12:50:13Z",
      "is_verified": null,
      "public_repos": 15,
      "account_age_days": 2728
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2026-07-16T07:32:47Z"
        },
        {
          "tag": "v1.0.0-rc.0",
          "kind": "prerelease",
          "published_at": "2026-07-03T09:36:05Z"
        },
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2026-04-21T02:36:20Z"
        },
        {
          "tag": "v0.4.0-rc.0",
          "kind": "prerelease",
          "published_at": "2026-04-17T08:41:39Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2026-01-31T10:49:07Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2025-12-10T09:48:58Z"
        },
        {
          "tag": "v0.2.0-rc.0",
          "kind": "prerelease",
          "published_at": "2025-12-09T13:15:52Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2025-10-31T07:06:45Z"
        },
        {
          "tag": "v0.1.0-rc.1",
          "kind": "prerelease",
          "published_at": "2025-10-29T03:26:52Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "2527492d45815b062b6d38972a628d8810d6b1b6",
          "body": "fix: PD scheduler bypassing least-request pod filters",
          "is_bot": false,
          "headline": "Merge pull request #1385 from miantalha45/fix/pd-scheduler-filter-bypass",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
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          "is_bot": false,
          "headline": "Merge pull request #1375 from acsoto/test/fix-lora-not-found-retry",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
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          "is_bot": false,
          "headline": "fix linting issues",
          "author_name": "Talha Amjad",
          "author_login": "miantalha45",
          "committed_at": "2026-07-21T04:25:38Z",
          "body_truncated": false,
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        },
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          "body": "Signed-off-by: Talha Amjad <myown4500@gmail.com>",
          "is_bot": false,
          "headline": "fix PD scheduler filter Bypass issue",
          "author_name": "Talha Amjad",
          "author_login": "miantalha45",
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        },
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          "is_bot": false,
          "headline": "test: fail fast on unexpected LoRA response",
          "author_name": "Zhou Zihang",
          "author_login": "acsoto",
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        },
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          "body": "Signed-off-by: Zhou Zihang <z@mcac.cc>",
          "is_bot": false,
          "headline": "test: avoid retrying expected LoRA 404",
          "author_name": "Zhou Zihang",
          "author_login": "acsoto",
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          "body": "…1306\n\nfix: add newlines to validation error messages in kthena-router webhook",
          "is_bot": false,
          "headline": "Merge pull request #1307 from vivek41-glitch/fix-validation-newlines-…",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-16T06:45:15Z",
          "body_truncated": false,
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        },
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          "body": "…fallback\n\nfix: getNamespace() should fall back to \"default\" when POD_NAMESPACE is unset",
          "is_bot": false,
          "headline": "Merge pull request #1304 from AdeshDeshmukh/fix/getnamespace-default-…",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-16T06:43:14Z",
          "body_truncated": false,
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        },
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          "oid": "3ea443e92364fbcc86db2db14c07f90cefe31e80",
          "body": "* kthena-router: boost newest same-session request to queue head\n\nIn session-boost mode, boosted requests were dequeued FIFO among\nthemselves. Change the ordering so the most-recently-arrived boosted\nrequest wins (LIFO): a freshly boosted follow-up always jumps to the\nhead of the queue so it reuses \n[…]\nng <yaozengzeng@huawei.com>\n\n* kthena-router: fix gofmt alignment in Request struct\n\nSigned-off-by: YaoZengzeng <yaozengzeng@huawei.com>\n\n---------\n\nSigned-off-by: YaoZengzeng <yaozengzeng@huawei.com>",
          "is_bot": false,
          "headline": "kthena-router: order boosted requests by session completion time (#1334)",
          "author_name": "Yao Zengzeng",
          "author_login": "YaoZengzeng",
          "committed_at": "2026-07-15T03:02:14Z",
          "body_truncated": true,
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        },
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          "body": "…onScaleDown\n\nFix flaky TestModelServingPartitionScaleDown",
          "is_bot": false,
          "headline": "Merge pull request #1356 from hzxuzhonghu/fix-TestModelServingPartiti…",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-15T02:25:14Z",
          "body_truncated": false,
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        },
        {
          "oid": "a921098b3ca1fb29565223c1653f776f15845694",
          "body": "Signed-off-by: Zhonghu Xu <xuzhonghu@huawei.com>",
          "is_bot": false,
          "headline": "Fix flaky TestModelServingPartitionScaleDown",
          "author_name": "Zhonghu Xu",
          "author_login": "hzxuzhonghu",
          "committed_at": "2026-07-14T07:13:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39a513a7440f127f3dfa9936fd95f65865088e6f",
          "body": "…port\n\nfeat: add debug containerPort for kthena-router when debugPort is set",
          "is_bot": false,
          "headline": "Merge pull request #1336 from vivek41-glitch/fix/debug-port-container…",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-14T03:55:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bab1784f48b1559c1baa52868e5db537f76ccb52",
          "body": "fix(router): respect ModelRoute Gateway parent refs",
          "is_bot": false,
          "headline": "Merge pull request #1346 from avinxshKD/fix/modelroute-parentref-kind",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-14T01:44:12Z",
          "body_truncated": false,
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          "oid": "54ac5bcea66771af46c4256f8404bf003991ec77",
          "body": "Signed-off-by: vivek41-glitch <viveksantoshkumardubey@gmail.com>",
          "is_bot": false,
          "headline": "feat: add debug containerPort for kthena-router when debugPort is set",
          "author_name": "vivek41-glitch",
          "author_login": "vivek41-glitch",
          "committed_at": "2026-07-13T11:41:51Z",
          "body_truncated": false,
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        },
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          "oid": "6e3935f925e95890939dfff44eb8b9aeff2c2310",
          "body": "Fix router TLS chart mount path",
          "is_bot": false,
          "headline": "Merge pull request #1351 from avinxshKD/fix/router-tls-chart-mounts",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-13T11:35:11Z",
          "body_truncated": false,
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        },
        {
          "oid": "ca1ec75e92f8d7f834752340acf1d31ec0340204",
          "body": "…dling\n\nauth: handle JWT Subject() bool instead of discarding it",
          "is_bot": false,
          "headline": "Merge pull request #1338 from AdeshDeshmukh/fix/jwt-subject-error-han…",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-13T07:23:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f8dea4f6a985694f66f3e9af89277124eced6811",
          "body": "In JWTAuthenticator.authenticate(), token.Subject()\nreturns (string, bool) where the bool indicates whether\nthe \"sub\" claim exists. The bool was discarded with _,\ncausing authentication to succeed with an empty user\nwhen the claim is absent. Now the bool is checked and\nan error is returned when the subject is missing.\n\nSigned-off-by: Adesh Deshmukh <adeshkd123@gmail.com>",
          "is_bot": false,
          "headline": "auth: handle JWT Subject() bool instead of discarding it",
          "author_name": "Adesh Deshmukh",
          "author_login": "AdeshDeshmukh",
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          "body_truncated": false,
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        },
        {
          "oid": "a702c86270c1d2c455e67609aa049b601913c1c7",
          "body": "fix: merge flaky e2e self-healling into TestModelCR",
          "is_bot": false,
          "headline": "Merge pull request #1345 from FAUST-BENCHOU/fix/self-healing",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-13T07:11:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bcbce1c33dd45b7633685408a83156fd177b3ecf",
          "body": "Signed-off-by: Avinash Kumar Deepak <avinash8655279@gmail.com>",
          "is_bot": false,
          "headline": "Fix router TLS chart mount path",
          "author_name": "Avinash Kumar Deepak",
          "author_login": "avinxshKD",
          "committed_at": "2026-07-12T05:23:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0044304bbd7fea27a7b560fa1f2960644b2176d9",
          "body": "Signed-off-by: zhoujinyu <2319109590@qq.com>",
          "is_bot": false,
          "headline": "merge flaky e2e self-healling into TestModelCR",
          "author_name": "zhoujinyu",
          "author_login": "FAUST-BENCHOU",
          "committed_at": "2026-07-11T16:04:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d2d7f237657a6d97f21cf097db4a857367bd3fc",
          "body": "Signed-off-by: Avinash Kumar Deepak <avinash8655279@gmail.com>",
          "is_bot": false,
          "headline": "Respect ModelRoute gateway parent refs",
          "author_name": "Avinash Kumar Deepak",
          "author_login": "avinxshKD",
          "committed_at": "2026-07-11T05:51:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0947058a0256ea1cf7e03cba931c21fcc650d160",
          "body": "autoscaler: fix ratio metric aggregation across heterogeneous backends",
          "is_bot": false,
          "headline": "Merge pull request #1272 from vanshika2720/fix/ratio-metric-aggregation",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-10T08:41:09Z",
          "body_truncated": false,
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        },
        {
          "oid": "c77d5429dbe33a0905d66d8ab74fba36a230482f",
          "body": "examples: make Qwen CPU ModelBooster work on arm64",
          "is_bot": false,
          "headline": "Merge pull request #1335 from acsoto/fix/qwen-cpu-arm64-example",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-10T08:19:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "362071139d0a999ac72d171394ff50a736f2809e",
          "body": "Signed-off-by: Zhou Zihang <z@mcac.cc>",
          "is_bot": false,
          "headline": "examples: fix Qwen CPU arm64 deployment",
          "author_name": "Zhou Zihang",
          "author_login": "acsoto",
          "committed_at": "2026-07-10T07:58:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c8038a5348bf5e04fefcf87d701fa5d7e1e1d4f2",
          "body": "fix(backend): propagate error from GetMetricsProvider in GetPodModels",
          "is_bot": false,
          "headline": "Merge pull request #1323 from AdeshDeshmukh/fix/getpodmodels-v2",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-10T01:43:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd18658ec8fd65d1f72fea7bb9ea56d5f35f8d32",
          "body": "feat: Support partition for Role in RoleRollingUpdate",
          "is_bot": false,
          "headline": "Merge pull request #1311 from FAUST-BENCHOU/feat/partition-for-role",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-09T12:04:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1899864384b2e1da7ebd239e9b9fe2afdad63d3e",
          "body": "…able\n\nmodel-booster: handle unavailable vllm metrics on prestop",
          "is_bot": false,
          "headline": "Merge pull request #1321 from acsoto/fix/vllm-prestop-metrics-unavail…",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-09T11:53:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2ae45936f22a549040ded2f40e68cf91ea37eef1",
          "body": "…277)\n\n* session boost timeout\n\nSigned-off-by: YaoZengzeng <yaozengzeng@huawei.com>\n\n* session boost: decouple queue wait timeout from FAIRNESS_QUEUE_TIMEOUT\n\nFAIRNESS_QUEUE_TIMEOUT now applies only to the user-fairness queue. In\nsession-boost mode the request context no longer carries the fairness\n\n[…]\nen-docs format\n\nSigned-off-by: YaoZengzeng <yaozengzeng@huawei.com>\n\n* fix comments\n\nSigned-off-by: YaoZengzeng <yaozengzeng@huawei.com>\n\n---------\n\nSigned-off-by: YaoZengzeng <yaozengzeng@huawei.com>",
          "is_bot": false,
          "headline": "Add session boost queue wait timeout (HTTP 504 on excessive wait) (#1…",
          "author_name": "Yao Zengzeng",
          "author_login": "YaoZengzeng",
          "committed_at": "2026-07-09T11:51:10Z",
          "body_truncated": true,
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        },
        {
          "oid": "7737c9d398f6126531c0f73ecb223d393e001380",
          "body": "Promote @katara-Jayprakash to Reviewer for test/ directory",
          "is_bot": false,
          "headline": "Merge pull request #1326 from kevin-wangzefeng/reviewer-for-test",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-09T11:48:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "488ec4266841c20920517695550c47d6c6a6c150",
          "body": "Signed-off-by: zhoujinyu <2319109590@qq.com>",
          "is_bot": false,
          "headline": "upd",
          "author_name": "zhoujinyu",
          "author_login": "FAUST-BENCHOU",
          "committed_at": "2026-07-09T10:56:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "29efafbca6c5fc732c665b25fb7cac6d3d154ab6",
          "body": "Promotes katara-Jayprakash from Member to Reviewer, scoped to test where his\ncontributions are concentrated (20+ merged PRs, 10 reviews on others'\ntest PRs).\n\nSponsors (2 maintainers): hzxuzhonghu, kevin-wangzefeng\nRef: https://github.com/volcano-sh/community/issues/138\n\nSigned-off-by: Kevin Wang <kevinwzf0126@gmail.com>",
          "is_bot": false,
          "headline": "Add katara-Jayprakash as a reviewer scoped to the `test/` directory.",
          "author_name": "Kevin Wang",
          "author_login": "kevin-wangzefeng",
          "committed_at": "2026-07-09T08:18:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "11cecd77ce2741d6b9d6f9e21f9fb8da5579410f",
          "body": "Signed-off-by: zhoujinyu <2319109590@qq.com>",
          "is_bot": false,
          "headline": "test",
          "author_name": "zhoujinyu",
          "author_login": "FAUST-BENCHOU",
          "committed_at": "2026-07-09T05:43:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53056790913f572f7dfecc898b45ee258fe9aad8",
          "body": "Signed-off-by: vivek41-glitch <viveksantoshkumardubey@gmail.com>",
          "is_bot": false,
          "headline": "fix: format validator_test.go with gofmt",
          "author_name": "vivek41-glitch",
          "author_login": "vivek41-glitch",
          "committed_at": "2026-07-09T05:33:53Z",
          "body_truncated": false,
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          "headline": "test",
          "author_name": "zhoujinyu",
          "author_login": "FAUST-BENCHOU",
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          "body_truncated": false,
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          "body": "Signed-off-by: zhoujinyu <2319109590@qq.com>",
          "is_bot": false,
          "headline": "reversion",
          "author_name": "zhoujinyu",
          "author_login": "FAUST-BENCHOU",
          "committed_at": "2026-07-09T04:21:57Z",
          "body_truncated": false,
          "is_coding_agent": false
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          "body": "Signed-off-by: zhoujinyu <2319109590@qq.com>",
          "is_bot": false,
          "headline": "comment",
          "author_name": "zhoujinyu",
          "author_login": "FAUST-BENCHOU",
          "committed_at": "2026-07-09T02:44:04Z",
          "body_truncated": false,
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        },
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          "oid": "d27d347eaf1c16c8464fdc185780e9bc3ea618bd",
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          "is_bot": false,
          "headline": "getPartition",
          "author_name": "zhoujinyu",
          "author_login": "FAUST-BENCHOU",
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          "is_bot": false,
          "headline": "upd",
          "author_name": "zhoujinyu",
          "author_login": "FAUST-BENCHOU",
          "committed_at": "2026-07-09T02:22:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "9c5632c7be8d3a1e242b29923b4010133f29ff9a",
          "body": "Signed-off-by: zhoujinyu <2319109590@qq.com>",
          "is_bot": false,
          "headline": "feat: support partition for Role",
          "author_name": "zhoujinyu",
          "author_login": "FAUST-BENCHOU",
          "committed_at": "2026-07-09T02:22:41Z",
          "body_truncated": false,
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        },
        {
          "oid": "27fea3f8b8f10c3f9c90d414d982f39262df4737",
          "body": "Signed-off-by: Zhou Zihang <z@mcac.cc>",
          "is_bot": false,
          "headline": "model-booster: retry transient vllm metrics failures",
          "author_name": "Zhou Zihang",
          "author_login": "acsoto",
          "committed_at": "2026-07-09T02:14:23Z",
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        },
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          "is_bot": false,
          "headline": "fix: format validation errors with newline after prefix",
          "author_name": "vivek41-glitch",
          "author_login": "vivek41-glitch",
          "committed_at": "2026-07-08T10:19:53Z",
          "body_truncated": false,
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          "is_bot": false,
          "headline": "fix: update test expectations for newline validation errors",
          "author_name": "vivek41-glitch",
          "author_login": "vivek41-glitch",
          "committed_at": "2026-07-08T10:16:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "3b09c41161b0248fbc56d7dded29fd64d86ccde8",
          "body": "Signed-off-by: vivek41-glitch <viveksantoshkumardubey@gmail.com>",
          "is_bot": false,
          "headline": "fix: add newlines to validation error messages",
          "author_name": "vivek41-glitch",
          "author_login": "vivek41-glitch",
          "committed_at": "2026-07-08T10:05:35Z",
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        },
        {
          "oid": "eeed7c3a93077b6e2976389bb33730021512ac28",
          "body": "Signed-off-by: Adesh Deshmukh <adeshkd123@gmail.com>",
          "is_bot": false,
          "headline": "fix(backend): propagate error from GetMetricsProvider in GetPodModels",
          "author_name": "Adesh Deshmukh",
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          "headline": "Merge pull request #1322 from LiZhenCheng9527/test",
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          "author_login": "volcano-sh-bot",
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          "headline": "Potential fix for pull request finding",
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          "author_login": "kevin-wangzefeng",
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          "body": "model-booster: omit empty ModelServing schedulerName",
          "is_bot": false,
          "headline": "Merge pull request #1313 from acsoto/fix/modelbooster-scheduler-default",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-08T09:16:07Z",
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          "headline": "Merge pull request #1309 from AdeshDeshmukh/fix/parse-error-json-seri…",
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          "author_login": "volcano-sh-bot",
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          "is_bot": false,
          "headline": "Apply suggestions from code review",
          "author_name": "Kevin Wang",
          "author_login": "kevin-wangzefeng",
          "committed_at": "2026-07-08T09:10:23Z",
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          "is_coding_agent": true
        },
        {
          "oid": "b1be10b4d6366cad8c03eeda57278e953dea9bbc",
          "body": "Signed-off-by: Zhou Zihang <z@mcac.cc>",
          "is_bot": false,
          "headline": "model-booster: handle unavailable vllm metrics on prestop",
          "author_name": "Zhou Zihang",
          "author_login": "acsoto",
          "committed_at": "2026-07-08T08:57:23Z",
          "body_truncated": false,
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        {
          "oid": "36b936cf8d5fd3c001684cf9340e0a4f60816f22",
          "body": "…de-example\n\nadd PD-disaggregated multi-node example and e2e",
          "is_bot": false,
          "headline": "Merge pull request #1295 from chacha923/docs/pd-disaggregated-multino…",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-08T08:55:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6637aa87ea9349002bb4482bdcba3a02580bce91",
          "body": "fix(router): eliminate lock contention in token tracker reads",
          "is_bot": false,
          "headline": "Merge pull request #1297 from nabrahma/fix/token-tracker-lock-contention",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-08T08:49:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d8137dd4c184eed68a239c547226817c3b1b7fa1",
          "body": "Signed-off-by: Nabaskar Brahma <nabaskarforcode99@gmail.com>",
          "is_bot": false,
          "headline": "fix(router): eliminate lock contention in token tracker reads",
          "author_name": "Nabaskar Brahma",
          "author_login": "nabrahma",
          "committed_at": "2026-07-08T08:47:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b7503a19fe2aee065f21ebc0445eeab0727f9af1",
          "body": "add proposal of Role-Scoped Network Topology Policies in ModelServing",
          "is_bot": false,
          "headline": "Merge pull request #1301 from LiZhenCheng9527/role-topology",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-08T08:45:08Z",
          "body_truncated": false,
          "is_coding_agent": false
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        {
          "oid": "f34ad06e1b84efce5c956b6f939995007afbc39f",
          "body": "Signed-off-by: LiZhenCheng9527 <lizhencheng6@huawei.com>",
          "is_bot": false,
          "headline": "update",
          "author_name": "LiZhenCheng9527",
          "author_login": "LiZhenCheng9527",
          "committed_at": "2026-07-08T08:09:57Z",
          "body_truncated": false,
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        },
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          "body": "Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>\nSigned-off-by: Kevin Wang <kevinwzf0126@gmail.com>",
          "is_bot": false,
          "headline": "Apply suggestions from code review",
          "author_name": "Kevin Wang",
          "author_login": "kevin-wangzefeng",
          "committed_at": "2026-07-08T08:02:49Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c3e6a13fa4522fa28578f8e344e928f29e791f99",
          "body": "…ation\n\nfix(router): validate ModelServer workload selector",
          "is_bot": false,
          "headline": "Merge pull request #1287 from avinxshKD/fix/modelserver-webhook-valid…",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-08T07:06:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a25e271d23b90e8fe0d1a504206106763a77537c",
          "body": "Signed-off-by: Adesh Deshmukh <adeshkd123@gmail.com>",
          "is_bot": false,
          "headline": "fix(router): serialize error message in ParseModelRequest HTTP response",
          "author_name": "Adesh Deshmukh",
          "author_login": "AdeshDeshmukh",
          "committed_at": "2026-07-08T04:43:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "92e1807d434c196881504d075faf2948dd05ebc7",
          "body": "Signed-off-by: Zhou Zihang <z@mcac.cc>",
          "is_bot": false,
          "headline": "test: keep self-healing ModelBooster on default scheduler",
          "author_name": "Zhou Zihang",
          "author_login": "acsoto",
          "committed_at": "2026-07-07T11:56:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5eee3c0588557a7028e72e8ac80791a46d2ae002",
          "body": "Signed-off-by: Zhou Zihang <z@mcac.cc>",
          "is_bot": false,
          "headline": "model-booster: omit empty ModelServing scheduler name",
          "author_name": "Zhou Zihang",
          "author_login": "acsoto",
          "committed_at": "2026-07-07T09:55:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "770a0bce66c2341a79104180df0e17cae36c2c0c",
          "body": "Add a vLLM ModelServing example that combines PD disaggregation with multi-node execution, document the matching ModelServer and ModelRoute setup, and add router e2e fixtures for the example.\n\nSigned-off-by: zhuangzhewei09 <zhuangzhewei09@dingtalk.com>",
          "is_bot": false,
          "headline": "docs: add PD-disaggregated multi-node example",
          "author_name": "zhuangzhewei09",
          "author_login": "chacha923",
          "committed_at": "2026-07-07T07:56:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ef2c71f00a94f82c0d30169c099c012b2618b56",
          "body": "…riod\n\nfeat(autoscaler): make reconcile period configurable via CLI flag",
          "is_bot": false,
          "headline": "Merge pull request #1303 from chenhuiluo/chenhui/configurable-sync-pe…",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-07T07:52:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "55486664d67d0ad519def199394dcb9a8105e655",
          "body": "The autoscaler reconcile loop was hard-coded to 15s, too slow for\nworkloads that need to scale up aggressively on traffic spikes. Add a\n--autoscaling-sync-period-seconds flag to kthena-controller-manager so\noperators can tune the interval without rebuilding. Values <=0 fall\nback to the compiled defa\n[…]\nlerManager.autoscalingSyncPeriodSeconds, default 0 = binary\ndefault) and add a unit test for the 0-fallback and explicit-value\npaths.\n\nRefs #1204\n\nSigned-off-by: luochenhui1 <luochenhui1@kingsoft.com>",
          "is_bot": false,
          "headline": "feat(autoscaler): make reconcile period configurable via CLI flag",
          "author_name": "luochenhui1",
          "author_login": "chenhuiluo",
          "committed_at": "2026-07-07T07:46:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b5f23b641c1775520e95050e10acc647bb3118f8",
          "body": "Signed-off-by: Avinash Kumar Deepak <avinash8655279@gmail.com>",
          "is_bot": false,
          "headline": "fix(router): validate ModelServer workload selector",
          "author_name": "Avinash Kumar Deepak",
          "author_login": "avinxshKD",
          "committed_at": "2026-07-07T07:45:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79255837062360dc3f2a278739faa4d2d4ddf9e1",
          "body": "model-booster: clarify PVC modelURI/cacheURI semantics",
          "is_bot": false,
          "headline": "Merge pull request #1294 from vanshika2720/fix/clarify-pvc-uri-semantics",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-07T07:15:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2bb803173b4e8339cef05d01fa27393ee941c7a5",
          "body": "…inding\n\nfix(router): correct misleading existing-pod lookup in ModelServer sync",
          "is_bot": false,
          "headline": "Merge pull request #1298 from YaoZengzeng/fix/modelserver-stale-pod-b…",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-07T06:39:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "597d9586a384de7492da52c1c666db41c89134b8",
          "body": "fix: reject invalid token tracker weights",
          "is_bot": false,
          "headline": "Merge pull request #1030 from pm-ju/fix-token-tracker-weight-validation",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-07T06:30:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "950011879f2c0e5718fbf3f4a1e88a2720c30bdd",
          "body": "…is unset\n\nSigned-off-by: Adesh Deshmukh <adeshkd123@gmail.com>",
          "is_bot": false,
          "headline": "fix: getNamespace() should fall back to 'default' when POD_NAMESPACE …",
          "author_name": "Adesh Deshmukh",
          "author_login": "AdeshDeshmukh",
          "committed_at": "2026-07-06T13:22:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f8624fdefa3e3ce8ae7be72511f7b7ce4b0a6dcf",
          "body": "Signed-off-by: LiZhenCheng9527 <lizhencheng6@huawei.com>",
          "is_bot": false,
          "headline": "add proposal of Role-Scoped Network Topology Policies in ModelServing",
          "author_name": "LiZhenCheng9527",
          "author_login": "LiZhenCheng9527",
          "committed_at": "2026-07-06T12:25:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "43b9a2d36712e74bad393fa43b9258ee1eb26c28",
          "body": "Two test functions added in #1229 (TestHTTPRouteController_SyncHandler_\nMovesRouteWithGatewayOnlyInInformer and _WaitsForGatewayCreatedLater) call\nNewHTTPRouteController with a single-value assignment, but the constructor\nreturns (*HTTPRouteController, error). This fails typecheck:\n\n  assignment mis\n[…]\nthe other tests in this file.\nNeeded to unbreak `go test` / golangci-lint on the current main.\n\nSigned-off-by: YaoZengzeng <yaozengzeng@huawei.com>\n\nSigned-off-by: YaoZengzeng <yaozengzeng@huawei.com>",
          "is_bot": false,
          "headline": "test(router): fix HTTPRoute test build break from 2-value constructor",
          "author_name": "YaoZengzeng",
          "author_login": "YaoZengzeng",
          "committed_at": "2026-07-06T11:37:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3eb5ea1f1e6b4bf5a93fe95dfd8f081f8be8d411",
          "body": "syncModelServerHandler called AddOrUpdateModelServer first and then read\nGetPodsByModelServer into `existingPods`, with a comment claiming it fetched\n\"already bound pods to avoid unnecessary updates\". That is wrong: by the time\nit runs, AddOrUpdateModelServer has already overwritten the ModelServer \n[…]\nr pod labels stop\nmatching is handled separately in #1280 and intentionally out of scope here.\n\nSigned-off-by: YaoZengzeng <yaozengzeng@huawei.com>\n\nSigned-off-by: YaoZengzeng <yaozengzeng@huawei.com>",
          "is_bot": false,
          "headline": "fix(router): correct misleading existing-pod lookup in ModelServer sync",
          "author_name": "YaoZengzeng",
          "author_login": "YaoZengzeng",
          "committed_at": "2026-07-06T11:35:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f101d7031efd5dc174fcadfcc281960313f96f79",
          "body": "Fix HTTPRoute parentRefs updates",
          "is_bot": false,
          "headline": "Merge pull request #1229 from avinxshKD/fix/httproute-parentrefs-update",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-06T08:44:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aa66f48d6ffeddf680b1735f27d2fca412a9bfbd",
          "body": "…-generated-resources\n\ntest(e2e): refactor ModelBooster controller tests and add generated resource coverage",
          "is_bot": false,
          "headline": "Merge pull request #1149 from katara-Jayprakash/test/e2e-modelbooster…",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-06T07:58:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "00043ece286615c95a9e173224c8bc1b1a5ad23d",
          "body": "…-1273\n\nfix(webhook): reconcile CA bundle instead of only filling empty",
          "is_bot": false,
          "headline": "Merge pull request #1282 from vivek41-glitch/fix-webhook-ca-reconcile…",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-06T03:41:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f0db7faacce30917b96a7911f93ab555ee66eb52",
          "body": "…-error\n\nfix: handle AddEventHandler errors in all router controllers",
          "is_bot": false,
          "headline": "Merge pull request #1134 from anirudh240/fix/handle-add-event-handler…",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-06T03:30:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e7b9387c6e513edabca1b298af6d51f375b15ec",
          "body": "…eding\n\ncleanup: fix typo in updateInterval constant and remove redundant",
          "is_bot": false,
          "headline": "Merge pull request #1093 from anirudh240/cleanup/fix-typo-and-rand-se…",
          "author_name": "Volcano Bot",
          "author_login": "volcano-sh-bot",
          "committed_at": "2026-07-06T03:25:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6829123f0636bae90ac75dce806f792932c8f933",
          "body": "Replace angle-bracket URI placeholders in ModelURI and CacheURI field\ncomments with ALL_CAPS equivalents (e.g. NAMESPACE/REPO, CLAIM_NAME,\nPATH). MDX interprets bare angle-bracket tokens such as <path> or\n<claimName> as JSX tags, causing the Docusaurus build to fail with an\nunclosed-tag error in the generated workload.serving.volcano.sh.md.\n\nRegenerate CRD YAML and reference docs to pick up the updated\ndescriptions.\n\nSigned-off-by: Vanshika <pahalvanshikaa@gmail.com>",
          "is_bot": false,
          "headline": "model-booster: fix MDX build error in generated CRD reference docs",
          "author_name": "Vanshika",
          "author_login": "vanshika2720",
          "committed_at": "2026-07-05T21:28:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99073243bce4fd4cd2de20f1b6297f6927525f39",
          "body": "Three issues addressed:\n\n- The '..' segment check used substring matching, which missed a leading\n  '..' (e.g. pvc://../other).  Replace with a loop over split segments so\n  every position in the path is checked regardless of surrounding slashes.\n\n- cacheURI values like pvc://foo/bar passed the empt\n[…]\ns it is usable.\n  Mark it as \"currently not supported\" to make the expectation clear.\n\nAdd tests for leading path traversal and slashed claim names.\n\nSigned-off-by: Vanshika <pahalvanshikaa@gmail.com>",
          "is_bot": false,
          "headline": "model-booster: address remaining PVC URI validation review comments",
          "author_name": "Vanshika",
          "author_login": "vanshika2720",
          "committed_at": "2026-07-05T21:12:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f7e02be5836246a70bade91c96498438545cf400",
          "body": "The previous regeneration commit added x-kubernetes-list-map-keys and\nx-kubernetes-list-type: map entries under hostAliases that are deliberately\nremoved by hack/update-crd.sh (see issue 680).  Running the full\nhack/update-codegen.sh pipeline (which calls update-crd.sh at the end)\nreverts those lines to the correct state.\n\nSigned-off-by: Vanshika <pahalvanshikaa@gmail.com>",
          "is_bot": false,
          "headline": "model-booster: fix modelservings CRD after update-crd.sh post-processing",
          "author_name": "Vanshika",
          "author_login": "vanshika2720",
          "committed_at": "2026-07-05T21:10:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7cb592ace470f7acbccf088158307823f907534b",
          "body": "Update generated files to match the updated kubebuilder markers and field\ndescriptions in model_booster_types.go:\n\n- workload.serving.volcano.sh_modelboosters.yaml: reflects obs:// in the\n  modelURI validation pattern and the expanded field descriptions for\n  ModelURI and CacheURI.\n- workload.servin\n[…]\ning the same generation pass.\n- workload.serving.volcano.sh.md: CRD reference doc now shows the updated\n  field descriptions and the obs:// pattern.\n\nSigned-off-by: Vanshika <pahalvanshikaa@gmail.com>",
          "is_bot": false,
          "headline": "model-booster: regenerate CRD and reference docs after type changes",
          "author_name": "Vanshika",
          "author_login": "vanshika2720",
          "committed_at": "2026-07-05T21:01:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f3a37b43daf66d7edfa75421d02194aa9ffd9dc1",
          "body": "Fix two issues flagged during review:\n\n- Correct the cacheURI scheme table in model-deployment.md.  The empty\n  cacheURI row incorrectly claimed the volume mounts at '/'.\n  GetCachePath(\"\") returns an empty string, so no valid mount path is\n  produced.  The row now says the mount point is N/A and ad\n[…]\nather\n  than relying solely on the prefix check to catch traversal sequences.\n  Update the path-traversal test case to expect the new error message.\n\nSigned-off-by: Vanshika <pahalvanshikaa@gmail.com>",
          "is_bot": false,
          "headline": "model-booster: fix empty cacheURI doc and add explicit dotdot guard",
          "author_name": "Vanshika",
          "author_login": "vanshika2720",
          "committed_at": "2026-07-05T20:53:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4a03e58b00fbacb4df1668525ee4824581c49375",
          "body": "The Python downloader accepts obs:// (Huawei Object Storage Service) as a\nvalid modelURI scheme alongside s3://, but the kubebuilder CRD validation\npattern did not include it.  This caused any ModelBooster using obs:// to\nbe rejected by admission before reaching the downloader.\n\nAdd obs:// to the kubebuilder validation pattern and clarify its entry in\nthe field comment.\n\nSigned-off-by: Vanshika <pahalvanshikaa@gmail.com>",
          "is_bot": false,
          "headline": "model-booster: add obs:// to modelURI validation pattern",
          "author_name": "Vanshika",
          "author_login": "vanshika2720",
          "committed_at": "2026-07-05T20:48:47Z",
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                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
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              },
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              {
                "key": "issue_template",
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                "status": "missed",
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              {
                "key": "pr_template",
                "name": "PR template",
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
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        "name": "Sustainability & Governance",
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        "metrics": [
          {
            "key": "maintainer_resilience",
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            "name": "Maintainer resilience (bus factor)",
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            "notes": [],
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              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "4 contributor(s) cover half of all commits",
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                    "code": "bus_factor",
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                      "count": 4
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 21% of commits",
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                    "code": "top_contributor_share",
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                      "share": 21
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "66 contributors",
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                    "code": "contributors_sampled",
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                      "count": 66
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                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 24 contributing companies or organizations",
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                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
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            "name": "Issue & PR responsiveness",
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            "notes": [],
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              "merged_prs": 702,
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              "issue_closed_ratio": 0.766,
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                "key": "issue_resolution",
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                    "code": "issues_closed_share",
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                      "share": 77
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                  }
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                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "702/847 decided PRs merged",
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                "details": [
                  {
                    "code": "decided_prs_merged",
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                      "merged": 702,
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                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
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                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
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            "inputs": {
              "followers": 328,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "volcano-sh",
              "public_repos": 15,
              "account_age_days": 2728
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
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                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "328 followers of volcano-sh",
                "points": 18.1,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
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                      "count": 328,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "15 public repos, account ~7 yr old",
                "points": 20.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 15
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 7
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/volcano-sh/kthena"
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              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "go"
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                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
                "points": 35,
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                "details": [
                  {
                    "code": "publish_recency",
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
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                "detail": "10 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
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                      "count": 10
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                ],
                "max_points": 20
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              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
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        "name": "Engineering Quality",
        "value": 86,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "name": "Engineering practices",
            "note": null,
            "notes": [],
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              "has_ci": true,
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            "components": [
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                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "12 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
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                      "count": 12
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                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
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              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".golangci.yaml",
                "points": 16,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                "max_points": 16
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              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
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                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "18 out of 18 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
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          },
          {
            "key": "documentation",
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            "name": "Documentation",
            "note": null,
            "notes": [],
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            "components": [
              {
                "key": "readme",
                "name": "README",
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                "points": 30,
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                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
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              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://kthena.volcano.sh",
                "points": 15,
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              {
                "key": "repository_description",
                "name": "Repository description",
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                "points": 10,
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              {
                "key": "topics",
                "name": "Topics",
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                "points": 0,
                "status": "missed",
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              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
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                "details": [],
                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
        "value": 45,
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        "metrics": [
          {
            "key": "security_posture",
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              "source": "openssf_scorecard",
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                "key": "binary_artifacts",
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                "points": 7.5,
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                "details": [],
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                "key": "branch_protection",
                "name": "Branch-Protection",
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                "key": "ci_tests",
                "name": "CI-Tests",
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
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              {
                "key": "code_review",
                "name": "Code-Review",
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                "points": 7.5,
                "status": "met",
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              {
                "key": "contributors",
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                "detail": "project has 24 contributing companies or organizations",
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                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
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              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
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                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "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",
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              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 16 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
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              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
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                "details": [],
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              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
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                "status": "missed",
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              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
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                "status": "missed",
                "details": [],
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              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
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                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
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                "details": [],
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              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "104 existing vulnerabilities detected",
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            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
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            "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",
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            ],
            "value": 100,
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              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
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                "North Korea"
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              "review_only_matches": 0,
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            "components": [
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                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
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                "status": "met",
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                "max_points": 100
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            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 78,
        "weight": 0,
        "metrics": [
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            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
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              "agent_instruction_max_bytes": 5636
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            "components": [
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md",
                "points": 45,
                "status": "met",
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                    "code": "file_list",
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                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "legible_commit_history",
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                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
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                      "legible": 75,
                      "sampled": 100
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                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
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            "inputs": {
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              "has_dockerfile": true,
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              "dependency_bot_commit_share": 0
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            "components": [
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                "points": 18,
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                "max_points": 18
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                "key": "automated_tests",
                "name": "Automated tests",
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              {
                "key": "lint_format_config",
                "name": "Lint / format config",
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                "points": 11,
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                "details": [
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                "max_points": 11
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                "key": "static_type_checking",
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                "points": 11,
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                "max_points": 11
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              {
                "key": "reproducible_environment",
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                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                      "files": "Dockerfile, lockfile"
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                ],
                "max_points": 10
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                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "3 of the last 100 commits agent-authored or agent-credited",
                "points": 6,
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                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
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                ],
                "max_points": 8
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              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
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                "status": "missed",
                "details": [],
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            ]
          },
          {
            "key": "ai_code_legibility",
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            "name": "Code legibility for models",
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            "notes": [],
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              "oversized_source_files": 7
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                "points": 45,
                "status": "met",
                "details": [
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                ],
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              },
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                "points": 54.1,
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                ],
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              }
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          },
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            "name": "Machine-readable interfaces",
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            "notes": [],
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            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
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                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              },
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                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
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                      "files": "examples"
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              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-22T03:07:31.120642Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/v/volcano-sh/kthena.svg",
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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 v0.26.0 — повна методологія · вікі метрик.

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