Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-25 07:57 UTC

marin-community / marin

Open-source framework for the research and development of foundation models.

Python · HTMLApache-2.0★ 1 220 зірок⑂ 142 форкиз бер. 2024 р.Переглянути на GitHub ↗

marin-community/marin має індекс здоров’я 81 зі 100, що відповідає смузі «Добрий». Найвищий показник — Vitality (96/100), найнижчий — Security (57/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 4 учасники.

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.

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)

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

The Marin ProjectОрганізація

124 підписники24 публічні репозиторіїз трав. 2025 р.

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

Пакетні екосистеми

Реєстр	Пакет	Версія	Завантажень / міс	Версії	Остання публікація
PyPI	marin-fray	0.2.58.dev202607250745	-	58	0 днів тому
PyPI	marin-iris	0.2.58.dev202607250745	-	58	0 днів тому
PyPI	marin-core	0.2.58.dev202607250745	-	58	0 днів тому
PyPI	marin-haliaxвказує на інший репозиторій — не оцінюється	0.2.58.dev202607250745	-	58	0 днів тому
PyPI	marin-zephyr	0.2.58.dev202607250745	7 352	58	0 днів тому
PyPI	marin-dupekit	0.1.1	69 827	19	78 днів тому
PyPI	marin-finelog	0.2.10	-	36	38 днів тому

Метрики за категоріями

Життєздатність

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

96Відмінний · 22% загального індексу

Активність розробки

100Відмінний

Як обчислюється оцінка

36/36	Свіжість push — останній push 0 дн. тому
36/36	Ритм комітів — 52/52 тижнів із комітами
18/18	Обсяг комітів — 3 134 комітів за останній рік
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 17 issue activity found in the last 90 days -- score normalized to 10

Використані вхідні дані

commits_last_year	3 134
human_commit_share	0,93
days_since_last_push	0
active_weeks_last_year	52

Дисципліна релізів

90Відмінний

Як обчислюється оцінка

27/27	Випускає релізи — опубліковано 15 релізів
36/36	Свіжість релізів — останній реліз 56 дн. тому
27/27	Ритм релізів — реліз кожні ~7,4 дн.
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.

Використані вхідні дані

releases_count	15
latest_release_tag	marin-finelog-latest
releases_from_tags	ні
days_since_latest_release	56
mean_days_between_releases	7,4

Спільнота та впровадження

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

83Добрий · 18% загального індексу

Здоров'я спільноти

92Відмінний

Як обчислюється оцінка

22.5/22.5	README
22.5/22.5	Ліцензія — визнана ліцензія (Apache-2.0)
18/18	Настанови CONTRIBUTING
13.5/13.5	Кодекс поведінки
0/7.2	Шаблон issue
6.3/6.3	Шаблон PR

Використані вхідні дані

has_readme	так
has_license	так
has_contributing	так
has_issue_template	ні
has_code_of_conduct	так
has_pull_request_template	так

Впровадження в екосистемі (завантаження)

82Добрий

Як обчислюється оцінка

65.2/80	Щомісячні завантаження — 77 179 завантажень/місяць у pypi
0/20	Залежні пакети в реєстрі — ця екосистема цього не повідомляє

Використані вхідні дані

packages	marin-fray, marin-iris, marin-core, marin-zephyr, marin-dupekit, marin-finelog
dependents	—
ecosystems	pypi
total_downloads	—
monthly_downloads	77 179

Виключено з оцінювання (немає даних або не застосовно): Залежні пакети в реєстрі. Залишкові ваги перенормовано.

Сталість та врядування

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

79Добрий · 24% загального індексу

Стійкість мейнтейнерів (бас-фактор)

84Добрий

Як обчислюється оцінка

43.2/54	Бас-фактор — на 4 контриб’ютор(ів) припадає половина всіх комітів
17.1/22.5	Розподіл комітів — головний контриб’ютор — автор 24% комітів
13.5/13.5	Широта контриб’юторів — 85 контриб’юторів
10/10	OpenSSF Scorecard: Contributors — project has 27 contributing companies or organizations

Використані вхідні дані

bus_factor	4
contributors_sampled	85
top_contributor_share	0,24

Реактивність на issue та PR

79Добрий

Як обчислюється оцінка

39.9/46.8	Вирішення issue — закрито 85% issue
31.6/38.3	Прийняття PR — злито 3 635/4 406 вирішених PR
7.5/15	OpenSSF Scorecard: Code-Review — Found 15/29 approved changesets -- score normalized to 5

Використані вхідні дані

merged_prs	3 635
open_issues	464
closed_issues	2 683
issue_closed_ratio	0,853
closed_unmerged_prs	771

Власність та опіка

58Помірний

Як обчислюється оцінка

30/30	Підтримка власника — у власності організації
0/20	Верифікований домен
15.1/25	Охоплення власника — 124 підписників у marin-community
12.6/25	Послужний список — 24 публічних репозиторіїв, вік облікового запису ~1 р.

Використані вхідні дані

followers	124
owner_type	Organization
is_verified	—
owner_login	marin-community
public_repos	24
account_age_days	445

Супровід пакетів

100Відмінний

Як обчислюється оцінка

25/25	Опубліковано й доступно — 6 пакет(ів) у pypi
35/35	Свіжість публікацій — остання публікація 0 дн. тому
20/20	Історія версій — 58 опублікованих версій
20/20	Не застарілий — активний, не deprecated і не yanked

Використані вхідні дані

packages	marin-fray, marin-iris, marin-core, marin-zephyr, marin-dupekit, marin-finelog
ecosystems	pypi
any_deprecated	ні
min_days_since_publish	0

Інженерна якість

Чи наявні базові інженерні практики та документація?

86Відмінний · 20% загального індексу

Інженерні практики

84Добрий

Як обчислюється оцінка

24/24	Процеси CI — 37 процес(ів) CI
24/24	Наявні тести
16/16	Конфігурація лінтера — .flake8, eslint.config.mjs
0/9.6	Pre-commit-хуки
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10

Використані вхідні дані

has_ci	так
has_tests	так
has_editorconfig	ні
has_linter_config	так
has_precommit_config	ні

Документація

90Відмінний

Як обчислюється оцінка

30/30	README
25/25	Каталог документації
15/15	Сайт документації / домашня сторінка — https://marin.community
10/10	Опис репозиторію
0/10	Теми
10/10	Wiki

Використані вхідні дані

topics	—
has_wiki	так
homepage	https://marin.community
has_readme	так
has_docs_dir	так
has_description	так

Безпека

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

57Помірний · 16% загального індексу

Стан безпеки

55Помірний

Як обчислюється оцінка

7.5/7.5	Binary-Artifacts — no binaries found in the repo
3.8/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3.8/7.5	Code-Review — Found 15/29 approved changesets -- score normalized to 5
2.5/2.5	Contributors — project has 27 contributing companies or organizations
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5	Dependency-Update-Tool — update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	Ліцензія — license file detected
7.5/7.5	Maintained — 30 commit(s) and 17 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
0.5/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
5/5	SAST — SAST tool is run on all commits
0/5	Security-Policy — security policy file not detected
0/7.5	Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5	Vulnerabilities — 53 existing vulnerabilities detected

Використані вхідні дані

source	openssf_scorecard
checks_evaluated	18
scorecard_version	v5.5.0
checks_inconclusive	0
scorecard_aggregate	5,5

Сповіщення про залежності

65Помірний

Як обчислюється оцінка

8.8/35	Прямі залежності без відомих сповіщень — уражено 2: click 8.3.1 (high 7.2), gitpython 3.1.50 (high 8.8)
0/25	Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі
40/40	Немає задавнених сповіщень — жодне сповіщення не є публічним довше за 90 дн.

Використані вхідні дані

source	osv
advisories	82
affected_packages	31
assessed_packages	2 685
unassessed_packages	179
affected_by_severity	critical 1, high 18, moderate 9, low 1, unknown 2
direct_affected_packages	2

Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень. Залишкові ваги перенормовано. Звірено 2685 резолвлених залежностей із OSV. 179 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза межами звітованого переліку пакетів. Цей репозиторій не публікує пакета, який резолвить індекс, тож натомість оцінено граф залежностей репозиторію. Цей граф змішує закріплені версії для розробки й тестування зі справді постачаними залежностями, тож оцінюються лише задекларовані runtime-залежності; транзитивні знахідки подаються як контекст і в оцінку не входять. Досяжність не аналізується.

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.

86Відмінний · 0% загального індексу

Контекст і настанови для агентів

85Відмінний

Як обчислюється оцінка

45/45	Інструкції для агентів — AGENTS.md, CLAUDE.md, experiments/AGENTS.md, experiments/grug/moe/agent.md, lib/finelog/AGENTS.md, lib/fray/AGENTS.md, lib/haliax/AGENTS.md, lib/iris/AGENTS.md, lib/levanter/AGENTS.md, lib/marin/AGENTS.md, lib/zephyr/AGENTS.md
0/15	Машиночитана документація (llms.txt)
40/40	Читабельна історія комітів — намір зазначено у 93 з 93 людських комітів (структурований заголовок або пояснювальний текст)

Використані вхідні дані

has_llms_txt	ні
legible_history_share	1
agent_instruction_files	AGENTS.md, CLAUDE.md, experiments/AGENTS.md, experiments/grug/moe/agent.md, lib/finelog/AGENTS.md, lib/fray/AGENTS.md, lib/haliax/AGENTS.md, lib/iris/AGENTS.md, lib/levanter/AGENTS.md, lib/marin/AGENTS.md, lib/zephyr/AGENTS.md
agent_instruction_max_bytes	11 243

Цикл верифікації (збірка / тести / перевірка типів)

83Добрий

Як обчислюється оцінка

18/18	Розгортання однією командою — Makefile
22/22	Автоматизовані тести
11/11	Конфігурація лінтера / форматера — .flake8, eslint.config.mjs
11/11	Статична перевірка типів — infra/evaldash/dashboard/tsconfig.json, infra/grafana/marin-infra-panel/.config/tsconfig.json, infra/grafana/marin-infra-panel/tsconfig.json, lib/ducky/dashboard/tsconfig.json, lib/finelog/dashboard/tsconfig.json, lib/iris/dashboard/tsconfig.json, lib/marin/src/marin/inference/dashboard/tsconfig.json, lib/marin/src/marin/py.typed
10/10	Відтворюване середовище — devcontainer, Dockerfile, lockfile
2/10	Підтверджена практика роботи з агентами — 1 з останніх 100 комітів створено агентом або з його зазначенням
8/8	Автоматизоване супроводження — 4 з останніх 100 комітів — автоматичні оновлення залежностей
1/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1

Використані вхідні дані

has_nix	ні
has_tests	так
lockfiles	Cargo.lock, package-lock.json, uv.lock
has_dockerfile	так
typed_language	ні
bootstrap_files	Makefile
has_devcontainer	так
has_linter_config	так
typecheck_configs	infra/evaldash/dashboard/tsconfig.json, infra/grafana/marin-infra-panel/.config/tsconfig.json, infra/grafana/marin-infra-panel/tsconfig.json, lib/ducky/dashboard/tsconfig.json, lib/finelog/dashboard/tsconfig.json, lib/iris/dashboard/tsconfig.json, lib/marin/src/marin/inference/dashboard/tsconfig.json, lib/marin/src/marin/py.typed
agent_commit_share	0,01
toolchain_manifests	lib/dupekit/rust/Cargo.toml, lib/finelog/rust/Cargo.toml, lib/finelog/rust/pyext/Cargo.toml, lib/iris/rust/Cargo.toml, lib/iris/rust/pyext/Cargo.toml
dependency_bot_commit_share	0,04

Читабельність коду для моделей

81Добрий

Як обчислюється оцінка

27/45

Типізований код — Python з конфігурацією перевірки типів (infra/evaldash/dashboard/tsconfig.json, infra/grafana/marin-infra-panel/.config/tsconfig.json, infra/grafana/marin-infra-panel/tsconfig.json, lib/ducky/dashboard/tsconfig.json, lib/finelog/dashboard/tsconfig.json, lib/iris/dashboard/tsconfig.json, lib/marin/src/marin/inference/dashboard/tsconfig.json, lib/marin/src/marin/py.typed)

54.1/55

Керовані розміри файлів — 33/2 020 файлів вихідного коду понад 60 КБ

Використані вхідні дані

primary_language	Python
largest_source_bytes	190 066
source_files_sampled	2 020
oversized_source_files	33

Машиночитні інтерфейси

100Відмінний

Як обчислюється оцінка

40/40	Схема API (OpenAPI/GraphQL/proto) — lib/finelog/rust/proto/finelog_stats.proto, lib/finelog/rust/proto/logging.proto, lib/finelog/src/finelog/proto/finelog_stats.proto, lib/finelog/src/finelog/proto/logging.proto, lib/iris/src/iris/rpc/actor.proto, lib/iris/src/iris/rpc/controller.proto, lib/iris/src/iris/rpc/errors.proto, lib/iris/src/iris/rpc/iris_logging.proto, lib/iris/src/iris/rpc/job.proto, lib/iris/src/iris/rpc/query.proto, lib/iris/src/iris/rpc/time.proto, lib/iris/src/iris/rpc/vm.proto, lib/iris/src/iris/rpc/worker.proto
20/20	Сервер MCP
40/40	Придатні до запуску приклади — examples, notebooks, recipes, samples

Використані вхідні дані

example_dirs	examples, notebooks, recipes, samples
has_mcp_signal	так
api_schema_files	lib/finelog/rust/proto/finelog_stats.proto, lib/finelog/rust/proto/logging.proto, lib/finelog/src/finelog/proto/finelog_stats.proto, lib/finelog/src/finelog/proto/logging.proto, lib/iris/src/iris/rpc/actor.proto, lib/iris/src/iris/rpc/controller.proto, lib/iris/src/iris/rpc/errors.proto, lib/iris/src/iris/rpc/iris_logging.proto, lib/iris/src/iris/rpc/job.proto, lib/iris/src/iris/rpc/query.proto, lib/iris/src/iris/rpc/time.proto, lib/iris/src/iris/rpc/vm.proto, lib/iris/src/iris/rpc/worker.proto

Ключові факти

1 220зірок GitHub

85контриб'юторів

3 134комітів за останні 12 місяців

0днів від останнього пушу

15релізів

4бас-фактор

464відкритих issue

PyPIпакетних екосистем

Попередження щодо збору даних

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Could not fetch pypi package 'marin-root' from its registry
Could not fetch pypi package 'marin-ducky' from its registry
pypi package 'marin-haliax' points at a different repository (https://github.com/stanford-crfm/haliax); excluded from ecosystem scoring
deps.dev does not index pypi:marin-fray@0.2.58.dev202607250745; advisories assessed against the repository dependency graph instead

Докладніше

Історія зірок і форків 0 ★ / 142 ⇿

0Зірки

142Форки

15Релізи

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.

Мажорні 0Мінорні 0Патчі 0

Кожна точка охоплює 2 днів.

OpenSSF Scorecard 5.5 / 10

5.5сукупно

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 · 2026-07-25 07:56 UTC

10	Binary-Artifacts	no binaries found in the repo
5	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
5	Code-Review	Found 15/29 approved changesets -- score normalized to 5
10	Contributors	project has 27 contributing companies or organizations
10	Dangerous-Workflow	no dangerous workflow patterns detected
10	Dependency-Update-Tool	update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	30 commit(s) and 17 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
1	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 1
10	SAST	SAST tool is run on all commits
0	Security-Policy	security policy file not detected
0	Signed-Releases	Project has not signed or included provenance with any releases.
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
0	Vulnerabilities	53 existing vulnerabilities detected

Прямі залежності 175

Реєстр	Пакет	Обмеження версії	Маніфест
PyPI	marin-iris	`—`	pyproject.toml
PyPI	marin-fray	`—`	pyproject.toml
PyPI	marin-haliax	`—`	pyproject.toml
PyPI	marin-levanter	`—`	pyproject.toml
PyPI	marin-core	`—`	pyproject.toml
PyPI	marin-rigging	`—`	pyproject.toml
PyPI	marin-zephyr	`—`	pyproject.toml
PyPI	marin-finelog	`—`	pyproject.toml
PyPI	marin-ducky	`—`	pyproject.toml
PyPI	watchdog	`—`	pyproject.toml
PyPI	marin-dupekit	`—`	pyproject.toml
PyPI	marin-finelog	`>= 0.2.0`	infra/grafana/pyproject.toml
PyPI	google-cloud-compute	`>= 1.19`	infra/grafana/pyproject.toml
PyPI	starlette	`>= 0.40`	infra/grafana/pyproject.toml
PyPI	uvicorn	`>= 0.32`	infra/grafana/pyproject.toml
PyPI	pyjwt	`>= 2.8`	infra/grafana/pyproject.toml
PyPI	httpx	`>= 0.28.1, < 1`	infra/grafana/pyproject.toml
PyPI	marin-iris	`>= 0.2.0`	infra/probes/pyproject.toml
PyPI	marin-finelog	`>= 0.2.0`	infra/probes/pyproject.toml
PyPI	marin-rigging	`>= 0.2.0`	infra/probes/pyproject.toml
PyPI	click	`>= 8.0`	infra/probes/pyproject.toml
PyPI	httpx	`>= 0.28.1, < 1`	infra/probes/pyproject.toml
PyPI	marin-iris	`—`	infra/pulumi/pyproject.toml
PyPI	marin-rigging	`—`	infra/pulumi/pyproject.toml
PyPI	pyyaml	`>=6.0`	infra/pulumi/pyproject.toml
PyPI	marin-iris	`—`	lib/ducky/pyproject.toml
PyPI	duckdb	`>=1.0.0`	lib/ducky/pyproject.toml
PyPI	pyarrow	`>=23.0.0`	lib/ducky/pyproject.toml
PyPI	starlette	`>=0.37`	lib/ducky/pyproject.toml
PyPI	uvicorn	`>=0.30`	lib/ducky/pyproject.toml
PyPI	click	`>=8.3.1`	lib/ducky/pyproject.toml
PyPI	httpx	`>=0.27`	lib/ducky/pyproject.toml
PyPI	marin-dupekit-native	`>= 0.1.2.dev0`	lib/dupekit/pyproject.toml
PyPI	marin-rigging	`—`	lib/finelog/pyproject.toml
PyPI	click	`>=8.3.1`	lib/finelog/pyproject.toml
PyPI	connect-python	`>=0.9.0`	lib/finelog/pyproject.toml
PyPI	duckdb	`>=1.0.0`	lib/finelog/pyproject.toml
PyPI	fsspec	`>=2024.0.0`	lib/finelog/pyproject.toml
PyPI	gcsfs	`>=2024.0.0`	lib/finelog/pyproject.toml
PyPI	protobuf	`>=5.0`	lib/finelog/pyproject.toml
PyPI	pyarrow	`>=23.0.0`	lib/finelog/pyproject.toml
PyPI	pyyaml	`>=6.0`	lib/finelog/pyproject.toml
PyPI	zstandard	`>=0.22`	lib/finelog/pyproject.toml
PyPI	cloudpickle	`>=3.1.2`	lib/fray/pyproject.toml
PyPI	humanfriendly	`>=10.0`	lib/fray/pyproject.toml
PyPI	marin-iris	`—`	lib/fray/pyproject.toml
PyPI	marin-rigging	`—`	lib/fray/pyproject.toml
PyPI	jax	`>= 0.9.2`	lib/haliax/pyproject.toml
PyPI	equinox	`>=0.10.6`	lib/haliax/pyproject.toml
PyPI	jaxtyping	`>=0.2.20`	lib/haliax/pyproject.toml
PyPI	jmp	`>=0.0.4`	lib/haliax/pyproject.toml
PyPI	safetensors	`>=0.4.3`	lib/haliax/pyproject.toml
PyPI	aqtp	`>=0.8.2`	lib/haliax/pyproject.toml
PyPI	marin-rigging	`—`	lib/iris/pyproject.toml
PyPI	marin-finelog	`>= 0.2.10`	lib/iris/pyproject.toml
PyPI	marin-finelog-server	`>= 0.2.10`	lib/iris/pyproject.toml
PyPI	marin-iris-native	`>= 0.1.1`	lib/iris/pyproject.toml
PyPI	click	`>=8.3.1`	lib/iris/pyproject.toml
PyPI	cloudpickle	`>=3.1.2`	lib/iris/pyproject.toml
PyPI	connect-python	`>=0.9.0`	lib/iris/pyproject.toml
PyPI	fsspec	`>=2024.0.0`	lib/iris/pyproject.toml
PyPI	gcsfs	`>=2024.0.0`	lib/iris/pyproject.toml
PyPI	google-auth	`>=2.0`	lib/iris/pyproject.toml
PyPI	google-cloud-tpu	`>=1.18.0`	lib/iris/pyproject.toml
PyPI	s3fs	`>=2024.0.0`	lib/iris/pyproject.toml
PyPI	grpcio	`>=1.76.0`	lib/iris/pyproject.toml
PyPI	httpx	`>=0.28.1`	lib/iris/pyproject.toml
PyPI	humanfriendly	`>=10.0`	lib/iris/pyproject.toml
PyPI	pydantic	`>=2.0`	lib/iris/pyproject.toml
PyPI	PyJWT	`>=2.12.0`	lib/iris/pyproject.toml
PyPI	pyyaml	`>=6.0`	lib/iris/pyproject.toml
PyPI	sqlalchemy	`>=2.0`	lib/iris/pyproject.toml
PyPI	starlette	`>=0.50.0`	lib/iris/pyproject.toml
PyPI	tabulate	`>=0.9.0`	lib/iris/pyproject.toml
PyPI	typing-extensions	`>=4.0`	lib/iris/pyproject.toml
PyPI	uvicorn	`>=0.23.0`	lib/iris/pyproject.toml
PyPI	zstandard	`>=0.22.0`	lib/iris/pyproject.toml
PyPI	marin-haliax	`—`	lib/levanter/pyproject.toml
PyPI	marin-iris	`—`	lib/levanter/pyproject.toml
PyPI	equinox	`>=0.11.7,!=0.12.0`	lib/levanter/pyproject.toml
PyPI	jax	`>=0.9.2,<0.12`	lib/levanter/pyproject.toml
PyPI	marin-fray	`—`	lib/levanter/pyproject.toml
PyPI	marin-rigging	`—`	lib/levanter/pyproject.toml
PyPI	marin-zephyr	`—`	lib/levanter/pyproject.toml
PyPI	einops	`—`	lib/levanter/pyproject.toml
PyPI	jaxtyping	`>=0.2.34`	lib/levanter/pyproject.toml
PyPI	tokenizers	`>=0.15.2`	lib/levanter/pyproject.toml
PyPI	transformers	`>=5.5.3,<6.0`	lib/levanter/pyproject.toml
PyPI	chex	`>=0.1.86`	lib/levanter/pyproject.toml
PyPI	optax	`>=0.1.9,<0.2.7`	lib/levanter/pyproject.toml
PyPI	wandb	`>0.24.0`	lib/levanter/pyproject.toml
PyPI	gitpython	`>=3.1.50`	lib/levanter/pyproject.toml
PyPI	draccus	`>=0.11.6`	lib/levanter/pyproject.toml
PyPI	pyarrow	`>=23.0.0`	lib/levanter/pyproject.toml
PyPI	zstandard	`>=0.18.0`	lib/levanter/pyproject.toml
PyPI	datasets	`>=3.1.0,<5.0`	lib/levanter/pyproject.toml
PyPI	gcsfs	`>=2024.2,<2027`	lib/levanter/pyproject.toml
PyPI	braceexpand	`>=0.1.7`	lib/levanter/pyproject.toml
PyPI	chex	`>=0.1.86`	lib/levanter/pyproject.toml
PyPI	jmp	`>=0.0.3`	lib/levanter/pyproject.toml
PyPI	fsspec	`>=2024.2,<2027`	lib/levanter/pyproject.toml
PyPI	tensorstore	`>=0.1.82,<0.1.85`	lib/levanter/pyproject.toml
PyPI	pytimeparse	`>=1.1.8`	lib/levanter/pyproject.toml
PyPI	humanfriendly	`==10.0`	lib/levanter/pyproject.toml
PyPI	safetensors	`>=0.4.2,<0.7.0`	lib/levanter/pyproject.toml
PyPI	tblib	`>=1.7.0,<4.0.0`	lib/levanter/pyproject.toml
PyPI	dataclasses-json	`~=0.6.4`	lib/levanter/pyproject.toml
PyPI	pydantic	`<3`	lib/levanter/pyproject.toml
PyPI	filelock	`~=3.13`	lib/levanter/pyproject.toml
PyPI	async-lru	`~=2.0`	lib/levanter/pyproject.toml
PyPI	tqdm-loggable	`>=0.2`	lib/levanter/pyproject.toml
PyPI	deepdiff	`>=8.6.2`	lib/levanter/pyproject.toml
PyPI	lenses	`—`	lib/levanter/pyproject.toml
PyPI	jinja2	`—`	lib/levanter/pyproject.toml
PyPI	protobuf	`>=6`	lib/levanter/pyproject.toml
PyPI	immutabledict	`—`	lib/levanter/pyproject.toml
PyPI	backports-zstd	`>=1.0.0`	lib/marin/pyproject.toml
PyPI	braceexpand	`—`	lib/marin/pyproject.toml
PyPI	datasets	`<5.0.0`	lib/marin/pyproject.toml
PyPI	draccus	`>=0.11.6`	lib/marin/pyproject.toml
PyPI	fasttext-wheel	`>=0.9.2`	lib/marin/pyproject.toml
PyPI	marin-fray	`—`	lib/marin/pyproject.toml
PyPI	marin-iris	`—`	lib/marin/pyproject.toml
PyPI	marin-rigging	`—`	lib/marin/pyproject.toml
PyPI	fsspec	`>=2025.3.0`	lib/marin/pyproject.toml
PyPI	gcsfs	`—`	lib/marin/pyproject.toml
PyPI	google-api-python-client	`>=2.175.0`	lib/marin/pyproject.toml
PyPI	google-cloud-storage	`—`	lib/marin/pyproject.toml
PyPI	huggingface-hub	`—`	lib/marin/pyproject.toml
PyPI	marin-haliax	`—`	lib/marin/pyproject.toml
PyPI	jax	`>=0.9.2,<0.12`	lib/marin/pyproject.toml
PyPI	jaxopt	`>=0.8.3`	lib/marin/pyproject.toml
PyPI	marin-levanter	`—`	lib/marin/pyproject.toml
PyPI	transformers	`>=5.5.3,<6.0`	lib/marin/pyproject.toml
PyPI	markdownify	`>=0.14.1`	lib/marin/pyproject.toml
PyPI	mcp	`>=1.28.1`	lib/marin/pyproject.toml
PyPI	numpy	`—`	lib/marin/pyproject.toml
PyPI	openai	`—`	lib/marin/pyproject.toml
PyPI	pandas	`>=2.0`	lib/marin/pyproject.toml
PyPI	plotly	`—`	lib/marin/pyproject.toml
PyPI	pyarrow	`>=23.0.0`	lib/marin/pyproject.toml
PyPI	regex	`—`	lib/marin/pyproject.toml
PyPI	requests	`>=2.33.0`	lib/marin/pyproject.toml
PyPI	resiliparse	`>=0.17.2`	lib/marin/pyproject.toml
PyPI	s3fs	`>=2024`	lib/marin/pyproject.toml
PyPI	tqdm	`—`	lib/marin/pyproject.toml
PyPI	tqdm-loggable	`—`	lib/marin/pyproject.toml
PyPI	wandb	`>0.24.0`	lib/marin/pyproject.toml
PyPI	marin-zephyr	`—`	lib/marin/pyproject.toml
PyPI	braceexpand	`>=0.1.7`	lib/rigging/pyproject.toml
PyPI	click	`>=8.3.1`	lib/rigging/pyproject.toml
PyPI	connect-python	`>=0.9.0`	lib/rigging/pyproject.toml
PyPI	fsspec	`>=2024.0.0`	lib/rigging/pyproject.toml
PyPI	gcsfs	`>=2024.0.0`	lib/rigging/pyproject.toml
PyPI	google-auth	`>=2.0.0`	lib/rigging/pyproject.toml
PyPI	prometheus-client	`>=0.24`	lib/rigging/pyproject.toml
PyPI	PyJWT	`>=2.12.0`	lib/rigging/pyproject.toml
PyPI	pyyaml	`>=6.0`	lib/rigging/pyproject.toml
PyPI	requests	`>=2.0.0`	lib/rigging/pyproject.toml
PyPI	s3fs	`>=2024.0.0`	lib/rigging/pyproject.toml
PyPI	starlette	`>=0.40`	lib/rigging/pyproject.toml
PyPI	marin-iris	`—`	lib/zephyr/pyproject.toml
PyPI	marin-rigging	`—`	lib/zephyr/pyproject.toml
PyPI	marin-fray	`—`	lib/zephyr/pyproject.toml
PyPI	click	`>=8.0`	lib/zephyr/pyproject.toml
PyPI	cloudpickle	`>=3.0`	lib/zephyr/pyproject.toml
PyPI	humanfriendly	`>=10.0`	lib/zephyr/pyproject.toml
PyPI	msgspec	`>=0.18.0`	lib/zephyr/pyproject.toml
PyPI	numpy	`>=2.0`	lib/zephyr/pyproject.toml
PyPI	fsspec	`>=2023.1.0`	lib/zephyr/pyproject.toml
PyPI	braceexpand	`>=0.1.0`	lib/zephyr/pyproject.toml
PyPI	zstandard	`>=0.18.0`	lib/zephyr/pyproject.toml
PyPI	vortex-data	`>=0.61.0`	lib/zephyr/pyproject.toml
PyPI	xxhash	`>=3.4`	lib/zephyr/pyproject.toml
PyPI	psutil	`>=5.9.0`	lib/zephyr/pyproject.toml

Усі залежності 2 864

Повний розв'язаний набір залежностей із графа залежностей GitHub: 204 прямих і 2 660 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

Реєстр	Пакет	Версія	Зв'язок
PyPI	aqtp	`—`	пряма
PyPI	aqtp	`0.9.0`	пряма
PyPI	async-lru	`—`	пряма
PyPI	async-lru	`2.0.5`	пряма
PyPI	backports-zstd	`1.6.0`	пряма
PyPI	braceexpand	`—`	пряма
PyPI	braceexpand	`0.1.7`	пряма
PyPI	chex	`—`	пряма
PyPI	chex	`0.1.91`	пряма
PyPI	click	`—`	пряма
PyPI	click	`8.3.1`	пряма
PyPI	click	`8.4.1`	пряма
PyPI	click	`8.4.2`	пряма
PyPI	cloudpickle	`—`	пряма
PyPI	cloudpickle	`3.1.2`	пряма
PyPI	connect-python	`—`	пряма
PyPI	connect-python	`0.9.0`	пряма
PyPI	dataclasses-json	`—`	пряма
PyPI	dataclasses-json	`0.6.7`	пряма
PyPI	datasets	`—`	пряма
PyPI	datasets	`4.8.5`	пряма
PyPI	deepdiff	`—`	пряма
PyPI	deepdiff	`9.0.0`	пряма
PyPI	draccus	`—`	пряма
PyPI	draccus	`0.11.6`	пряма
PyPI	duckdb	`—`	пряма
PyPI	duckdb	`1.5.0`	пряма
PyPI	duckdb	`1.5.4`	пряма
PyPI	duckdb	`1.6.0.dev12`	пряма
PyPI	einops	`—`	пряма
PyPI	einops	`0.8.1`	пряма
PyPI	equinox	`—`	пряма
PyPI	equinox	`0.13.2`	пряма
PyPI	fasttext-wheel	`—`	пряма
PyPI	fasttext-wheel	`0.9.2`	пряма
PyPI	filelock	`—`	пряма
PyPI	filelock	`3.20.3`	пряма
PyPI	fsspec	`—`	пряма
PyPI	fsspec	`2025.12.0`	пряма
PyPI	fsspec	`2026.1.0`	пряма
PyPI	fsspec	`2026.4.0`	пряма
PyPI	fsspec	`2026.6.0`	пряма
PyPI	gcsfs	`—`	пряма
PyPI	gcsfs	`2026.1.0`	пряма
PyPI	gcsfs	`2026.4.0`	пряма
PyPI	gcsfs	`2026.7.0`	пряма
PyPI	gitpython	`—`	пряма
PyPI	gitpython	`3.1.50`	пряма
PyPI	google-api-python-client	`—`	пряма
PyPI	google-api-python-client	`2.188.0`	пряма
PyPI	google-auth	`—`	пряма
PyPI	google-auth	`2.47.0`	пряма
PyPI	google-auth	`2.53.0`	пряма
PyPI	google-auth	`2.56.0`	пряма
PyPI	google-cloud-compute	`1.50.0`	пряма
PyPI	google-cloud-storage	`—`	пряма
PyPI	google-cloud-storage	`3.10.1`	пряма
PyPI	google-cloud-storage	`3.13.0`	пряма
PyPI	google-cloud-storage	`3.8.0`	пряма
PyPI	google-cloud-tpu	`—`	пряма
PyPI	google-cloud-tpu	`1.26.0`	пряма
PyPI	grpcio	`—`	пряма
PyPI	grpcio	`1.76.0`	пряма
PyPI	grpcio	`1.81.0rc1`	пряма
PyPI	grpcio	`1.82.1`	пряма
PyPI	httpx	`—`	пряма
PyPI	httpx	`0.28.1`	пряма
PyPI	huggingface-hub	`—`	пряма
PyPI	huggingface-hub	`1.2.3`	пряма
PyPI	huggingface-hub	`1.21.0`	пряма
PyPI	humanfriendly	`—`	пряма
PyPI	humanfriendly	`10.0`	пряма
PyPI	immutabledict	`—`	пряма
PyPI	immutabledict	`4.3.0`	пряма
PyPI	jax	`—`	пряма
PyPI	jax	`0.10.0`	пряма
PyPI	jax	`0.10.1`	пряма
PyPI	jax	`0.11.0`	пряма
PyPI	jax	`0.9.2`	пряма
PyPI	jaxopt	`—`	пряма
PyPI	jaxopt	`0.8.5`	пряма
PyPI	jaxtyping	`—`	пряма
PyPI	jaxtyping	`0.3.5`	пряма
PyPI	jinja2	`—`	пряма
PyPI	jinja2	`3.1.6`	пряма
PyPI	jmp	`—`	пряма
PyPI	jmp	`0.0.4`	пряма
PyPI	lenses	`—`	пряма
PyPI	lenses	`1.2.0`	пряма
PyPI	marin-core	`0.2.0`	пряма
PyPI	marin-ducky	`0.1.0`	пряма
PyPI	marin-dupekit	`—`	пряма
PyPI	marin-dupekit	`0.1.2`	пряма
PyPI	marin-dupekit-native	`—`	пряма
PyPI	marin-dupekit-native	`0.1.3.dev202607162252`	пряма
PyPI	marin-finelog	`—`	пряма
PyPI	marin-finelog	`0.2.10`	пряма
PyPI	marin-finelog	`0.2.11`	пряма
PyPI	marin-finelog	`0.2.12.dev202606221149`	пряма
PyPI	marin-finelog-server	`—`	пряма
PyPI	marin-finelog-server	`0.2.12.dev202606221149`	пряма
PyPI	marin-finelog-server	`0.2.12.dev202607090934`	пряма
PyPI	marin-fray	`—`	пряма
PyPI	marin-fray	`0.2.0`	пряма
PyPI	marin-haliax	`—`	пряма
PyPI	marin-iris	`—`	пряма
PyPI	marin-iris	`0.2.0`	пряма
PyPI	marin-iris	`0.2.24.dev202606221125`	пряма
PyPI	marin-iris-native	`—`	пряма
PyPI	marin-iris-native	`0.1.1`	пряма
PyPI	marin-levanter	`—`	пряма
PyPI	marin-levanter	`0.2.0`	пряма
PyPI	marin-rigging	`—`	пряма
PyPI	marin-rigging	`0.2.0`	пряма
PyPI	marin-rigging	`0.2.24.dev202606221125`	пряма
PyPI	marin-rigging	`0.2.49.dev202607160749`	пряма
PyPI	marin-zephyr	`—`	пряма
PyPI	marin-zephyr	`0.2.0`	пряма
PyPI	markdownify	`—`	пряма
PyPI	markdownify	`1.2.2`	пряма
PyPI	mcp	`—`	пряма
PyPI	mcp	`1.28.1`	пряма
PyPI	msgspec	`—`	пряма
PyPI	msgspec	`0.20.0`	пряма
PyPI	numpy	`—`	пряма
PyPI	numpy	`2.3.5`	пряма
PyPI	openai	`—`	пряма
PyPI	openai	`2.24.0`	пряма
PyPI	optax	`—`	пряма
PyPI	optax	`0.2.6`	пряма
PyPI	pandas	`—`	пряма
PyPI	pandas	`2.2.2`	пряма
PyPI	plotly	`—`	пряма
PyPI	plotly	`6.5.1`	пряма
PyPI	prometheus-client	`—`	пряма
PyPI	prometheus-client	`0.24.1`	пряма
PyPI	protobuf	`—`	пряма
PyPI	protobuf	`6.33.6`	пряма
PyPI	protobuf	`7.35.0`	пряма
PyPI	protobuf	`7.35.1`	пряма
PyPI	psutil	`—`	пряма
PyPI	psutil	`7.2.1`	пряма
PyPI	pyarrow	`—`	пряма
PyPI	pyarrow	`23.0.1`	пряма
PyPI	pyarrow	`24.0.0`	пряма
PyPI	pyarrow	`25.0.0`	пряма
PyPI	pydantic	`—`	пряма
PyPI	pydantic	`2.12.5`	пряма
PyPI	pydantic	`2.13.4`	пряма
PyPI	pyjwt	`—`	пряма
PyPI	pyjwt	`2.13.0`	пряма
PyPI	pytimeparse	`—`	пряма
PyPI	pytimeparse	`1.1.8`	пряма
PyPI	pyyaml	`—`	пряма
PyPI	pyyaml	`6.0.3`	пряма
PyPI	regex	`—`	пряма
PyPI	regex	`2026.1.14`	пряма
PyPI	requests	`—`	пряма
PyPI	requests	`2.33.1`	пряма
PyPI	requests	`2.34.2`	пряма
PyPI	resiliparse	`—`	пряма
PyPI	resiliparse	`0.17.2`	пряма
PyPI	s3fs	`—`	пряма
PyPI	s3fs	`2026.1.0`	пряма
PyPI	s3fs	`2026.4.0`	пряма
PyPI	s3fs	`2026.6.0`	пряма
PyPI	safetensors	`—`	пряма
PyPI	safetensors	`0.6.2`	пряма
PyPI	sqlalchemy	`—`	пряма
PyPI	sqlalchemy	`2.0.46`	пряма
PyPI	sqlalchemy	`2.1.0b2`	пряма
PyPI	starlette	`—`	пряма
PyPI	starlette	`1.3.1`	пряма
PyPI	tabulate	`—`	пряма
PyPI	tabulate	`0.10.0`	пряма
PyPI	tabulate	`0.9.0`	пряма
PyPI	tblib	`—`	пряма
PyPI	tblib	`3.2.2`	пряма
PyPI	tensorstore	`—`	пряма
PyPI	tensorstore	`0.1.84`	пряма
PyPI	tokenizers	`—`	пряма
PyPI	tokenizers	`0.22.2`	пряма
PyPI	tqdm	`—`	пряма
PyPI	tqdm	`4.67.1`	пряма
PyPI	tqdm-loggable	`—`	пряма
PyPI	tqdm-loggable	`0.2`	пряма
PyPI	transformers	`—`	пряма
PyPI	transformers	`5.12.1`	пряма
PyPI	typing-extensions	`—`	пряма
PyPI	typing-extensions	`4.15.0`	пряма
PyPI	typing-extensions	`4.16.0`	пряма
PyPI	uvicorn	`—`	пряма
PyPI	uvicorn	`0.40.0`	пряма
PyPI	uvicorn	`0.47.0`	пряма
PyPI	uvicorn	`0.51.0`	пряма
PyPI	vortex-data	`—`	пряма
PyPI	vortex-data	`0.61.0`	пряма
PyPI	wandb	`—`	пряма
PyPI	wandb	`0.26.0`	пряма
PyPI	watchdog	`6.0.0`	пряма
PyPI	xxhash	`—`	пряма
PyPI	xxhash	`3.6.0`	пряма
PyPI	zstandard	`—`	пряма
PyPI	zstandard	`0.25.0`	пряма
crates.io	adler2	`2.0.1`	непряма
crates.io	ahash	`0.8.12`	непряма
crates.io	aho-corasick	`1.1.4`	непряма
crates.io	alloc-no-stdlib	`2.0.4`	непряма
crates.io	alloc-stdlib	`0.2.2`	непряма
crates.io	allocator-api2	`0.2.21`	непряма
crates.io	android_system_properties	`0.1.5`	непряма
crates.io	anstream	`0.6.21`	непряма
crates.io	anstyle	`1.0.14`	непряма
crates.io	anstyle-parse	`0.2.7`	непряма
crates.io	anstyle-query	`1.1.5`	непряма
crates.io	anstyle-wincon	`3.0.11`	непряма
crates.io	anyhow	`1.0.102`	непряма
crates.io	ar_archive_writer	`0.5.1`	непряма
crates.io	arrayref	`0.3.9`	непряма
crates.io	arrayvec	`0.7.6`	непряма
crates.io	arrayvec	`0.7.8`	непряма
crates.io	arrow	`57.1.0`	непряма
crates.io	arrow	`58.3.0`	непряма
crates.io	arrow-arith	`57.1.0`	непряма
crates.io	arrow-arith	`58.3.0`	непряма
crates.io	arrow-array	`57.1.0`	непряма
crates.io	arrow-array	`58.3.0`	непряма
crates.io	arrow-buffer	`57.1.0`	непряма
crates.io	arrow-buffer	`58.3.0`	непряма
crates.io	arrow-cast	`57.1.0`	непряма
crates.io	arrow-cast	`58.3.0`	непряма
crates.io	arrow-csv	`58.3.0`	непряма
crates.io	arrow-data	`57.1.0`	непряма
crates.io	arrow-data	`58.3.0`	непряма
crates.io	arrow-ipc	`57.1.0`	непряма
crates.io	arrow-ipc	`58.3.0`	непряма
crates.io	arrow-json	`58.3.0`	непряма
crates.io	arrow-ord	`57.1.0`	непряма
crates.io	arrow-ord	`58.3.0`	непряма
crates.io	arrow-pyarrow	`57.1.0`	непряма
crates.io	arrow-row	`57.1.0`	непряма
crates.io	arrow-row	`58.3.0`	непряма
crates.io	arrow-schema	`57.1.0`	непряма
crates.io	arrow-schema	`58.3.0`	непряма
crates.io	arrow-select	`57.1.0`	непряма
crates.io	arrow-select	`58.3.0`	непряма
crates.io	arrow-string	`57.1.0`	непряма
crates.io	arrow-string	`58.3.0`	непряма
crates.io	async-compression	`0.4.42`	непряма
crates.io	async-trait	`0.1.89`	непряма
crates.io	async-trait	`0.1.91`	непряма
crates.io	atoi	`2.0.0`	непряма
crates.io	atomic-waker	`1.1.2`	непряма
crates.io	autocfg	`1.5.0`	непряма
crates.io	autocfg	`1.5.1`	непряма
crates.io	axum	`—`	непряма
crates.io	axum	`0.7.9`	непряма
crates.io	axum	`0.8.9`	непряма
crates.io	axum-core	`0.4.5`	непряма
crates.io	axum-core	`0.5.6`	непряма
crates.io	base16ct	`0.2.0`	непряма
crates.io	base64	`0.22.1`	непряма
crates.io	base64ct	`1.8.3`	непряма
crates.io	bigdecimal	`0.4.10`	непряма
crates.io	bitflags	`2.10.0`	непряма
crates.io	bitflags	`2.13.1`	непряма
crates.io	blake2	`0.10.6`	непряма
crates.io	blake3	`1.8.3`	непряма
crates.io	blake3	`1.8.5`	непряма
crates.io	block-buffer	`0.10.4`	непряма
crates.io	brotli	`8.0.2`	непряма
crates.io	brotli-decompressor	`5.0.0`	непряма
crates.io	buffa	`0.6.0`	непряма
crates.io	buffa-codegen	`0.6.0`	непряма
crates.io	buffa-descriptor	`0.6.0`	непряма
crates.io	buffa-types	`0.6.0`	непряма
crates.io	bumpalo	`3.19.1`	непряма
crates.io	bumpalo	`3.20.3`	непряма
crates.io	byteorder	`1.5.0`	непряма
crates.io	bytes	`1.11.1`	непряма
crates.io	bytes	`1.12.1`	непряма
crates.io	bzip2	`0.6.1`	непряма
crates.io	cc	`1.2.51`	непряма
crates.io	cc	`1.3.0`	непряма
crates.io	cfg-if	`1.0.4`	непряма
crates.io	cfg_aliases	`0.2.1`	непряма
crates.io	cfg_aliases	`0.2.2`	непряма
crates.io	chacha20	`0.10.0`	непряма
crates.io	chacha20	`0.10.1`	непряма
crates.io	chrono	`0.4.44`	непряма
crates.io	chrono-tz	`0.10.4`	непряма
crates.io	clap	`4.5.60`	непряма
crates.io	clap_builder	`4.5.60`	непряма
crates.io	clap_derive	`4.5.55`	непряма
crates.io	clap_lex	`1.1.0`	непряма
crates.io	colorchoice	`1.0.5`	непряма
crates.io	comfy-table	`7.2.2`	непряма
crates.io	compression-codecs	`0.4.38`	непряма
crates.io	compression-core	`0.4.32`	непряма
crates.io	connectrpc	`0.6.1`	непряма
crates.io	connectrpc-build	`0.6.1`	непряма
crates.io	connectrpc-codegen	`0.6.1`	непряма
crates.io	const-oid	`0.9.6`	непряма
crates.io	const-random	`0.1.18`	непряма
crates.io	const-random-macro	`0.1.16`	непряма
crates.io	constant_time_eq	`0.4.2`	непряма
crates.io	core-foundation	`0.10.1`	непряма
crates.io	core-foundation-sys	`0.8.7`	непряма
crates.io	cpufeatures	`0.2.17`	непряма
crates.io	cpufeatures	`0.3.0`	непряма
crates.io	crc32fast	`1.5.0`	непряма
crates.io	crossbeam-channel	`0.5.16`	непряма
crates.io	crossbeam-epoch	`0.9.20`	непряма
crates.io	crossbeam-utils	`0.8.21`	непряма
crates.io	crossbeam-utils	`0.8.22`	непряма
crates.io	crunchy	`0.2.4`	непряма
crates.io	crypto-bigint	`0.5.5`	непряма
crates.io	crypto-common	`0.1.6`	непряма
crates.io	crypto-common	`0.1.7`	непряма
crates.io	csv	`1.4.0`	непряма
crates.io	csv-core	`0.1.13`	непряма
crates.io	curve25519-dalek	`4.1.3`	непряма
crates.io	curve25519-dalek-derive	`0.1.1`	непряма
crates.io	dashmap	`6.2.1`	непряма
crates.io	datafusion	`53.1.0`	непряма
crates.io	datafusion-catalog	`53.1.0`	непряма
crates.io	datafusion-catalog-listing	`53.1.0`	непряма
crates.io	datafusion-common	`53.1.0`	непряма
crates.io	datafusion-common-runtime	`53.1.0`	непряма
crates.io	datafusion-datasource	`53.1.0`	непряма
crates.io	datafusion-datasource-arrow	`53.1.0`	непряма
crates.io	datafusion-datasource-csv	`53.1.0`	непряма
crates.io	datafusion-datasource-json	`53.1.0`	непряма
crates.io	datafusion-datasource-parquet	`53.1.0`	непряма
crates.io	datafusion-doc	`53.1.0`	непряма
crates.io	datafusion-execution	`53.1.0`	непряма
crates.io	datafusion-expr	`53.1.0`	непряма
crates.io	datafusion-expr-common	`53.1.0`	непряма
crates.io	datafusion-functions	`53.1.0`	непряма
crates.io	datafusion-functions-aggregate	`53.1.0`	непряма
crates.io	datafusion-functions-aggregate-common	`53.1.0`	непряма
crates.io	datafusion-functions-nested	`53.1.0`	непряма
crates.io	datafusion-functions-table	`53.1.0`	непряма
crates.io	datafusion-functions-window	`53.1.0`	непряма
crates.io	datafusion-functions-window-common	`53.1.0`	непряма
crates.io	datafusion-macros	`53.1.0`	непряма
crates.io	datafusion-optimizer	`53.1.0`	непряма
crates.io	datafusion-physical-expr	`53.1.0`	непряма
crates.io	datafusion-physical-expr-adapter	`53.1.0`	непряма
crates.io	datafusion-physical-expr-common	`53.1.0`	непряма
crates.io	datafusion-physical-optimizer	`53.1.0`	непряма
crates.io	datafusion-physical-plan	`53.1.0`	непряма
crates.io	datafusion-pruning	`53.1.0`	непряма
crates.io	datafusion-session	`53.1.0`	непряма
crates.io	datafusion-sql	`53.1.0`	непряма
crates.io	der	`0.7.10`	непряма
crates.io	deranged	`0.5.8`	непряма
crates.io	digest	`0.10.7`	непряма
crates.io	displaydoc	`0.2.6`	непряма
crates.io	ecdsa	`0.16.9`	непряма
crates.io	ed25519	`2.2.3`	непряма
crates.io	ed25519-dalek	`2.2.0`	непряма
crates.io	either	`1.16.0`	непряма
crates.io	elliptic-curve	`0.13.8`	непряма
crates.io	equivalent	`1.0.2`	непряма
crates.io	errno	`0.3.14`	непряма
crates.io	fallible-iterator	`0.3.0`	непряма
crates.io	fallible-streaming-iterator	`0.1.9`	непряма
crates.io	fastrand	`2.4.1`	непряма
crates.io	ff	`0.13.1`	непряма
crates.io	fiat-crypto	`0.2.9`	непряма
crates.io	find-msvc-tools	`0.1.6`	непряма
crates.io	find-msvc-tools	`0.1.9`	непряма
crates.io	fixedbitset	`0.5.7`	непряма
crates.io	flatbuffers	`25.12.19`	непряма
crates.io	flate2	`1.1.9`	непряма
crates.io	fnv	`1.0.7`	непряма
crates.io	foldhash	`0.1.5`	непряма
crates.io	foldhash	`0.2.0`	непряма
crates.io	form_urlencoded	`1.2.2`	непряма
crates.io	futures	`0.3.32`	непряма
crates.io	futures-channel	`0.3.32`	непряма
crates.io	futures-channel	`0.3.33`	непряма
crates.io	futures-core	`0.3.32`	непряма
crates.io	futures-core	`0.3.33`	непряма
crates.io	futures-executor	`0.3.32`	непряма
crates.io	futures-io	`0.3.32`	непряма
crates.io	futures-macro	`0.3.32`	непряма
crates.io	futures-sink	`0.3.32`	непряма
crates.io	futures-sink	`0.3.33`	непряма
crates.io	futures-task	`0.3.32`	непряма
crates.io	futures-task	`0.3.33`	непряма
crates.io	futures-util	`0.3.32`	непряма
crates.io	futures-util	`0.3.33`	непряма
crates.io	generic-array	`0.14.7`	непряма
crates.io	generic-array	`0.14.9`	непряма
crates.io	getrandom	`0.2.16`	непряма
crates.io	getrandom	`0.2.17`	непряма
crates.io	getrandom	`0.3.4`	непряма
crates.io	getrandom	`0.4.2`	непряма
crates.io	getrandom	`0.4.3`	непряма
crates.io	glob	`0.3.3`	непряма
crates.io	group	`0.13.0`	непряма
crates.io	h2	`0.4.14`	непряма
crates.io	h2	`0.4.15`	непряма
crates.io	half	`2.7.1`	непряма
crates.io	hashbrown	`0.14.5`	непряма
crates.io	hashbrown	`0.15.5`	непряма
crates.io	hashbrown	`0.16.1`	непряма
crates.io	hashbrown	`0.17.1`	непряма
crates.io	hashlink	`0.9.1`	непряма
crates.io	heck	`0.5.0`	непряма
crates.io	hex	`0.4.3`	непряма
crates.io	hkdf	`0.12.4`	непряма
crates.io	hmac	`0.12.1`	непряма
crates.io	http	`1.4.1`	непряма
crates.io	http	`1.4.2`	непряма
crates.io	http-body	`1.0.1`	непряма
crates.io	http-body	`1.1.0`	непряма
crates.io	http-body-util	`0.1.3`	непряма
crates.io	http-body-util	`0.1.4`	непряма
crates.io	http-range-header	`0.4.2`	непряма
crates.io	httparse	`1.10.1`	непряма
crates.io	httpdate	`1.0.3`	непряма
crates.io	humantime	`2.3.0`	непряма
crates.io	hyper	`1.10.1`	непряма
crates.io	hyper	`1.11.0`	непряма
crates.io	hyper-rustls	`0.27.9`	непряма
crates.io	hyper-util	`0.1.20`	непряма
crates.io	iana-time-zone	`0.1.64`	непряма
crates.io	iana-time-zone-haiku	`0.1.2`	непряма
crates.io	icu_collections	`2.1.1`	непряма
crates.io	icu_collections	`2.2.0`	непряма
crates.io	icu_locale_core	`2.1.1`	непряма
crates.io	icu_locale_core	`2.2.0`	непряма
crates.io	icu_normalizer	`2.1.1`	непряма
crates.io	icu_normalizer	`2.2.0`	непряма
crates.io	icu_normalizer_data	`2.1.1`	непряма
crates.io	icu_normalizer_data	`2.2.0`	непряма
crates.io	icu_properties	`2.1.2`	непряма
crates.io	icu_properties	`2.2.0`	непряма
crates.io	icu_properties_data	`2.1.2`	непряма
crates.io	icu_properties_data	`2.2.0`	непряма
crates.io	icu_provider	`2.1.1`	непряма
crates.io	icu_provider	`2.2.0`	непряма
crates.io	id-arena	`2.3.0`	непряма
crates.io	idna	`1.1.0`	непряма
crates.io	idna_adapter	`1.2.1`	непряма
crates.io	idna_adapter	`1.2.2`	непряма
crates.io	indexmap	`2.14.0`	непряма
crates.io	indoc	`2.0.7`	непряма
crates.io	integer-encoding	`3.0.4`	непряма
crates.io	ipnet	`2.12.0`	непряма
crates.io	is_terminal_polyfill	`1.70.2`	непряма
crates.io	itertools	`0.14.0`	непряма
crates.io	itoa	`1.0.18`	непряма
crates.io	jobserver	`0.1.34`	непряма
crates.io	js-sys	`0.3.103`	непряма
crates.io	js-sys	`0.3.83`	непряма
crates.io	jsonwebtoken	`10.3.0`	непряма
crates.io	jsonwebtoken	`10.4.0`	непряма
crates.io	lazy_static	`1.5.0`	непряма
crates.io	leb128fmt	`0.1.0`	непряма
crates.io	lexical-core	`1.0.6`	непряма
crates.io	lexical-parse-float	`1.0.6`	непряма
crates.io	lexical-parse-integer	`1.0.6`	непряма
crates.io	lexical-util	`1.0.7`	непряма
crates.io	lexical-write-float	`1.0.6`	непряма
crates.io	lexical-write-integer	`1.0.6`	непряма
crates.io	libbz2-rs-sys	`0.2.5`	непряма
crates.io	libc	`0.2.186`	непряма
crates.io	libc	`0.2.189`	непряма
crates.io	liblzma	`0.4.6`	непряма
crates.io	liblzma-sys	`0.4.6`	непряма
crates.io	libm	`0.2.15`	непряма
crates.io	libm	`0.2.16`	непряма
crates.io	libsqlite3-sys	`0.30.1`	непряма
crates.io	linux-raw-sys	`0.12.1`	непряма
crates.io	litemap	`0.8.2`	непряма
crates.io	lock_api	`0.4.14`	непряма
crates.io	log	`0.4.29`	непряма
crates.io	log	`0.4.33`	непряма
crates.io	lru-slab	`0.1.2`	непряма
crates.io	lz4_flex	`0.12.1`	непряма
crates.io	lz4_flex	`0.13.1`	непряма
crates.io	matchers	`0.2.0`	непряма
crates.io	matchit	`0.7.3`	непряма
crates.io	matchit	`0.8.4`	непряма
crates.io	md-5	`0.10.6`	непряма
crates.io	memchr	`2.8.1`	непряма
crates.io	memchr	`2.8.3`	непряма
crates.io	memoffset	`0.9.1`	непряма
crates.io	mime	`0.3.17`	непряма
crates.io	mime_guess	`2.0.5`	непряма
crates.io	miniz_oxide	`0.8.9`	непряма
crates.io	mio	`1.2.1`	непряма
crates.io	mio	`1.2.2`	непряма
crates.io	moka	`0.12.15`	непряма
crates.io	nu-ansi-term	`0.50.3`	непряма
crates.io	num-bigint	`0.4.6`	непряма
crates.io	num-bigint	`0.4.8`	непряма
crates.io	num-bigint-dig	`0.8.6`	непряма
crates.io	num-complex	`0.4.6`	непряма
crates.io	num-conv	`0.2.2`	непряма
crates.io	num-integer	`0.1.46`	непряма
crates.io	num-iter	`0.1.45`	непряма
crates.io	num-iter	`0.1.46`	непряма
crates.io	num-traits	`0.2.19`	непряма
crates.io	object	`0.37.3`	непряма
crates.io	object_store	`0.13.2`	непряма
crates.io	once_cell	`1.21.4`	непряма
crates.io	once_cell_polyfill	`1.70.2`	непряма
crates.io	openssl-probe	`0.2.1`	непряма
crates.io	ordered-float	`2.10.1`	непряма
crates.io	p256	`0.13.2`	непряма
crates.io	p384	`0.13.1`	непряма
crates.io	parking_lot	`0.12.5`	непряма
crates.io	parking_lot_core	`0.9.12`	непряма
crates.io	parquet	`57.1.0`	непряма
crates.io	parquet	`58.3.0`	непряма
crates.io	paste	`1.0.15`	непряма
crates.io	pem	`3.0.6`	непряма
crates.io	pem-rfc7468	`0.7.0`	непряма
crates.io	percent-encoding	`2.3.2`	непряма
crates.io	petgraph	`0.8.3`	непряма
crates.io	phf	`0.12.1`	непряма
crates.io	phf_shared	`0.12.1`	непряма
crates.io	pin-project	`1.1.13`	непряма
crates.io	pin-project-internal	`1.1.13`	непряма
crates.io	pin-project-lite	`0.2.17`	непряма
crates.io	pkcs1	`0.7.5`	непряма
crates.io	pkcs8	`0.10.2`	непряма
crates.io	pkg-config	`0.3.32`	непряма
crates.io	portable-atomic	`1.13.0`	непряма
crates.io	portable-atomic	`1.14.0`	непряма
crates.io	potential_utf	`0.1.4`	непряма
crates.io	potential_utf	`0.1.5`	непряма
crates.io	powerfmt	`0.2.0`	непряма
crates.io	ppv-lite86	`0.2.21`	непряма
crates.io	prettyplease	`0.2.37`	непряма
crates.io	primeorder	`0.13.6`	непряма
crates.io	proc-macro2	`1.0.105`	непряма
crates.io	proc-macro2	`1.0.107`	непряма
crates.io	protoc-bin-vendored	`3.2.0`	непряма
crates.io	protoc-bin-vendored-linux-aarch_64	`3.2.0`	непряма
crates.io	protoc-bin-vendored-linux-ppcle_64	`3.2.0`	непряма
crates.io	protoc-bin-vendored-linux-s390_64	`3.2.0`	непряма
crates.io	protoc-bin-vendored-linux-x86_32	`3.2.0`	непряма
crates.io	protoc-bin-vendored-linux-x86_64	`3.2.0`	непряма
crates.io	protoc-bin-vendored-macos-aarch_64	`3.2.0`	непряма
crates.io	protoc-bin-vendored-macos-x86_64	`3.2.0`	непряма
crates.io	protoc-bin-vendored-win32	`3.2.0`	непряма
crates.io	psm	`0.1.31`	непряма
crates.io	pyo3	`—`	непряма
crates.io	pyo3	`0.26.0`	непряма
crates.io	pyo3	`0.29.0`	непряма
crates.io	pyo3-build-config	`0.26.0`	непряма
crates.io	pyo3-build-config	`0.29.0`	непряма
crates.io	pyo3-ffi	`0.26.0`	непряма
crates.io	pyo3-ffi	`0.29.0`	непряма
crates.io	pyo3-macros	`0.26.0`	непряма
crates.io	pyo3-macros	`0.29.0`	непряма
crates.io	pyo3-macros-backend	`0.26.0`	непряма
crates.io	pyo3-macros-backend	`0.29.0`	непряма
crates.io	quick-xml	`0.39.4`	непряма
crates.io	quinn	`0.11.11`	непряма
crates.io	quinn	`0.11.9`	непряма
crates.io	quinn-proto	`0.11.14`	непряма
crates.io	quinn-proto	`0.11.16`	непряма
crates.io	quinn-udp	`0.5.14`	непряма
crates.io	quinn-udp	`0.5.15`	непряма
crates.io	quote	`1.0.45`	непряма
crates.io	quote	`1.0.47`	непряма
crates.io	r-efi	`5.3.0`	непряма
crates.io	r-efi	`6.0.0`	непряма
crates.io	rand	`0.10.1`	непряма
crates.io	rand	`0.10.2`	непряма
crates.io	rand	`0.8.6`	непряма
crates.io	rand	`0.8.7`	непряма
crates.io	rand	`0.9.4`	непряма
crates.io	rand_chacha	`0.3.1`	непряма
crates.io	rand_chacha	`0.9.0`	непряма
crates.io	rand_core	`0.10.1`	непряма
crates.io	rand_core	`0.6.4`	непряма
crates.io	rand_core	`0.9.5`	непряма
crates.io	rand_pcg	`0.10.2`	непряма
crates.io	rand_pcg	`0.3.1`	непряма
crates.io	recursive	`0.1.1`	непряма
crates.io	recursive-proc-macro-impl	`0.1.1`	непряма
crates.io	redox_syscall	`0.5.18`	непряма
crates.io	regex	`1.12.2`	непряма
crates.io	regex-automata	`0.4.13`	непряма
crates.io	regex-syntax	`0.8.10`	непряма
crates.io	reqwest	`0.12.28`	непряма
crates.io	rfc6979	`0.4.0`	непряма
crates.io	ring	`0.17.14`	непряма
crates.io	rsa	`0.9.10`	непряма
crates.io	rusqlite	`0.32.1`	непряма
crates.io	rustc-hash	`2.1.2`	непряма
crates.io	rustc-hash	`2.1.3`	непряма
crates.io	rustc_version	`0.4.1`	непряма
crates.io	rustix	`1.1.4`	непряма
crates.io	rustls	`0.23.40`	непряма
crates.io	rustls	`0.23.42`	непряма
crates.io	rustls-native-certs	`0.8.4`	непряма
crates.io	rustls-pki-types	`1.14.1`	непряма
crates.io	rustls-pki-types	`1.15.1`	непряма
crates.io	rustls-webpki	`0.103.13`	непряма
crates.io	rustversion	`1.0.22`	непряма
crates.io	rustversion	`1.0.23`	непряма
crates.io	ryu	`1.0.22`	непряма
crates.io	ryu	`1.0.23`	непряма
crates.io	same-file	`1.0.6`	непряма
crates.io	schannel	`0.1.29`	непряма
crates.io	scopeguard	`1.2.0`	непряма
crates.io	sec1	`0.7.3`	непряма
crates.io	security-framework	`3.6.0`	непряма
crates.io	security-framework-sys	`2.17.0`	непряма
crates.io	semver	`1.0.27`	непряма
crates.io	semver	`1.0.28`	непряма
crates.io	seq-macro	`0.3.6`	непряма
crates.io	serde	`1.0.228`	непряма
crates.io	serde	`1.0.229`	непряма
crates.io	serde_core	`1.0.228`	непряма
crates.io	serde_core	`1.0.229`	непряма
crates.io	serde_derive	`1.0.228`	непряма
crates.io	serde_derive	`1.0.229`	непряма
crates.io	serde_json	`—`	непряма
crates.io	serde_json	`1.0.150`	непряма
crates.io	serde_json	`1.0.151`	непряма
crates.io	serde_path_to_error	`0.1.20`	непряма
crates.io	serde_urlencoded	`0.7.1`	непряма
crates.io	sha2	`0.10.9`	непряма
crates.io	sharded-slab	`0.1.7`	непряма
crates.io	shlex	`1.3.0`	непряма
crates.io	shlex	`2.0.1`	непряма
crates.io	signal-hook-registry	`1.4.8`	непряма
crates.io	signature	`2.2.0`	непряма
crates.io	simd-adler32	`0.3.8`	непряма
crates.io	simdutf8	`0.1.5`	непряма
crates.io	simple_asn1	`0.6.4`	непряма
crates.io	siphasher	`1.0.3`	непряма
crates.io	slab	`0.4.12`	непряма
crates.io	smallvec	`1.15.1`	непряма
crates.io	smallvec	`1.15.2`	непряма
crates.io	snap	`1.1.1`	непряма
crates.io	socket2	`0.6.4`	непряма
crates.io	socket2	`0.6.5`	непряма
crates.io	spin	`0.9.8`	непряма
crates.io	spin	`0.9.9`	непряма
crates.io	spki	`0.7.3`	непряма
crates.io	sqlparser	`0.61.0`	непряма
crates.io	sqlparser_derive	`0.5.0`	непряма
crates.io	stable_deref_trait	`1.2.1`	непряма
crates.io	stacker	`0.1.24`	непряма
crates.io	strsim	`0.11.1`	непряма
crates.io	subtle	`2.6.1`	непряма
crates.io	syn	`2.0.117`	непряма
crates.io	syn	`2.0.119`	непряма
crates.io	syn	`3.0.3`	непряма
crates.io	sync_wrapper	`1.0.2`	непряма
crates.io	synstructure	`0.13.2`	непряма
crates.io	tagptr	`0.2.0`	непряма
crates.io	target-lexicon	`0.13.4`	непряма
crates.io	target-lexicon	`0.13.5`	непряма
crates.io	tempfile	`3.27.0`	непряма
crates.io	thiserror	`2.0.18`	непряма
crates.io	thiserror	`2.0.19`	непряма
crates.io	thiserror-impl	`2.0.18`	непряма
crates.io	thiserror-impl	`2.0.19`	непряма
crates.io	thread_local	`1.1.9`	непряма
crates.io	thrift	`0.17.0`	непряма
crates.io	tikv-jemalloc-sys	`0.6.1+5.3.0-1-ge13ca993e8ccb9ba9847cc330696e02839f328f7`	непряма
crates.io	tikv-jemallocator	`0.6.1`	непряма
crates.io	time	`0.3.53`	непряма
crates.io	time	`0.3.54`	непряма
crates.io	time-core	`0.1.9`	непряма
crates.io	time-macros	`0.2.31`	непряма
crates.io	time-macros	`0.2.32`	непряма
crates.io	tiny-keccak	`2.0.2`	непряма
crates.io	tinystr	`0.8.2`	непряма
crates.io	tinystr	`0.8.3`	непряма
crates.io	tinyvec	`1.11.0`	непряма
crates.io	tinyvec	`1.12.0`	непряма
crates.io	tinyvec_macros	`0.1.1`	непряма
crates.io	tokio	`—`	непряма
crates.io	tokio	`1.52.3`	непряма
crates.io	tokio	`1.53.1`	непряма
crates.io	tokio-macros	`2.7.0`	непряма
crates.io	tokio-macros	`2.7.1`	непряма
crates.io	tokio-rustls	`0.26.4`	непряма
crates.io	tokio-stream	`0.1.18`	непряма
crates.io	tokio-stream	`0.1.19`	непряма
crates.io	tokio-util	`0.7.18`	непряма
crates.io	tokio-util	`0.7.19`	непряма
crates.io	tower	`0.5.3`	непряма
crates.io	tower-http	`0.6.11`	непряма
crates.io	tower-layer	`0.3.3`	непряма
crates.io	tower-service	`0.3.3`	непряма
crates.io	tracing	`—`	непряма
crates.io	tracing	`0.1.44`	непряма
crates.io	tracing-attributes	`0.1.31`	непряма
crates.io	tracing-core	`0.1.36`	непряма
crates.io	tracing-log	`0.2.0`	непряма
crates.io	tracing-subscriber	`0.3.23`	непряма
crates.io	try-lock	`0.2.5`	непряма
crates.io	twox-hash	`2.1.2`	непряма
crates.io	typenum	`1.19.0`	непряма
crates.io	typenum	`1.20.1`	непряма
crates.io	unicase	`2.9.0`	непряма
crates.io	unicode-ident	`1.0.22`	непряма
crates.io	unicode-ident	`1.0.24`	непряма
crates.io	unicode-segmentation	`1.13.3`	непряма
crates.io	unicode-width	`0.2.2`	непряма
crates.io	unicode-xid	`0.2.6`	непряма
crates.io	unindent	`0.2.4`	непряма
crates.io	untrusted	`0.9.0`	непряма
crates.io	url	`2.5.8`	непряма
crates.io	utf8_iter	`1.0.4`	непряма
crates.io	utf8parse	`0.2.2`	непряма
crates.io	uuid	`1.23.2`	непряма
crates.io	uuid	`1.24.0`	непряма
crates.io	valuable	`0.1.1`	непряма
crates.io	vcpkg	`0.2.15`	непряма
crates.io	version_check	`0.9.5`	непряма
crates.io	walkdir	`2.5.0`	непряма
crates.io	want	`0.3.1`	непряма
crates.io	wasi	`0.11.1+wasi-snapshot-preview1`	непряма
crates.io	wasip2	`1.0.1+wasi-0.2.4`	непряма
crates.io	wasip3	`0.4.0+wasi-0.3.0-rc-2026-01-06`	непряма
crates.io	wasm-bindgen	`0.2.106`	непряма
crates.io	wasm-bindgen	`0.2.126`	непряма
crates.io	wasm-bindgen-futures	`0.4.56`	непряма
crates.io	wasm-bindgen-futures	`0.4.76`	непряма
crates.io	wasm-bindgen-macro	`0.2.106`	непряма
crates.io	wasm-bindgen-macro	`0.2.126`	непряма
crates.io	wasm-bindgen-macro-support	`0.2.106`	непряма
crates.io	wasm-bindgen-macro-support	`0.2.126`	непряма
crates.io	wasm-bindgen-shared	`0.2.106`	непряма
crates.io	wasm-bindgen-shared	`0.2.126`	непряма
crates.io	wasm-encoder	`0.244.0`	непряма
crates.io	wasm-metadata	`0.244.0`	непряма
crates.io	wasm-streams	`0.4.2`	непряма
crates.io	wasmparser	`0.244.0`	непряма
crates.io	web-sys	`0.3.103`	непряма
crates.io	web-sys	`0.3.83`	непряма
crates.io	web-time	`1.1.0`	непряма
crates.io	webpki-roots	`1.0.8`	непряма
crates.io	webpki-roots	`1.0.9`	непряма
crates.io	winapi-util	`0.1.11`	непряма
crates.io	windows-core	`0.62.2`	непряма
crates.io	windows-implement	`0.60.2`	непряма
crates.io	windows-interface	`0.59.3`	непряма
crates.io	windows-link	`0.2.1`	непряма
crates.io	windows-result	`0.4.1`	непряма
crates.io	windows-strings	`0.5.1`	непряма
crates.io	windows-sys	`0.52.0`	непряма
crates.io	windows-sys	`0.60.2`	непряма
crates.io	windows-sys	`0.61.2`	непряма
crates.io	windows-targets	`0.52.6`	непряма
crates.io	windows-targets	`0.53.5`	непряма
crates.io	windows_aarch64_gnullvm	`0.52.6`	непряма
crates.io	windows_aarch64_gnullvm	`0.53.1`	непряма
crates.io	windows_aarch64_msvc	`0.52.6`	непряма
crates.io	windows_aarch64_msvc	`0.53.1`	непряма
crates.io	windows_i686_gnu	`0.52.6`	непряма
crates.io	windows_i686_gnu	`0.53.1`	непряма
crates.io	windows_i686_gnullvm	`0.52.6`	непряма
crates.io	windows_i686_gnullvm	`0.53.1`	непряма
crates.io	windows_i686_msvc	`0.52.6`	непряма
crates.io	windows_i686_msvc	`0.53.1`	непряма
crates.io	windows_x86_64_gnu	`0.52.6`	непряма
crates.io	windows_x86_64_gnu	`0.53.1`	непряма
crates.io	windows_x86_64_gnullvm	`0.52.6`	непряма
crates.io	windows_x86_64_gnullvm	`0.53.1`	непряма
crates.io	windows_x86_64_msvc	`0.52.6`	непряма
crates.io	windows_x86_64_msvc	`0.53.1`	непряма
crates.io	wit-bindgen	`0.46.0`	непряма
crates.io	wit-bindgen	`0.51.0`	непряма
crates.io	wit-bindgen-core	`0.51.0`	непряма
crates.io	wit-bindgen-rust	`0.51.0`	непряма
crates.io	wit-bindgen-rust-macro	`0.51.0`	непряма
crates.io	wit-component	`0.244.0`	непряма
crates.io	wit-parser	`0.244.0`	непряма
crates.io	writeable	`0.6.3`	непряма
crates.io	xxhash-rust	`0.8.15`	непряма
crates.io	yoke	`0.8.1`	непряма
crates.io	yoke	`0.8.3`	непряма
crates.io	yoke-derive	`0.8.1`	непряма
crates.io	yoke-derive	`0.8.2`	непряма
crates.io	zerocopy	`0.8.33`	непряма
crates.io	zerocopy	`0.8.55`	непряма
crates.io	zerocopy-derive	`0.8.33`	непряма
crates.io	zerocopy-derive	`0.8.55`	непряма
crates.io	zerofrom	`0.1.8`	непряма
crates.io	zerofrom-derive	`0.1.6`	непряма
crates.io	zerofrom-derive	`0.1.7`	непряма
crates.io	zeroize	`1.8.2`	непряма
crates.io	zeroize	`1.9.0`	непряма
crates.io	zeroize_derive	`1.5.0`	непряма
crates.io	zerotrie	`0.2.3`	непряма
crates.io	zerotrie	`0.2.4`	непряма
crates.io	zerovec	`0.11.5`	непряма
crates.io	zerovec	`0.11.6`	непряма
crates.io	zerovec-derive	`0.11.2`	непряма
crates.io	zerovec-derive	`0.11.3`	непряма
crates.io	zlib-rs	`0.6.3`	непряма
crates.io	zmij	`1.0.21`	непряма
crates.io	zmij	`1.0.23`	непряма
crates.io	zstd	`0.13.3`	непряма
crates.io	zstd-safe	`7.2.4`	непряма
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npm	html-encoding-sniffer	`3.0.0`	непряма
npm	html-escaper	`2.0.2`	непряма
npm	html-parse-stringify	`3.0.1`	непряма
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npm	http-proxy-agent	`5.0.0`	непряма
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npm	minimatch	`3.1.5`	непряма
npm	minimatch	`9.0.9`	непряма
npm	minimist	`1.2.8`	непряма
npm	minimizer-webpack-plugin	`5.6.1`	непряма
npm	minipass	`7.1.3`	непряма
npm	moment	`2.30.1`	непряма
npm	moment-timezone	`0.5.47`	непряма
npm	monaco-editor	`0.34.1`	непряма
npm	ms	`2.1.3`	непряма
npm	muggle-string	`0.4.1`	непряма
npm	nano-css	`5.6.2`	непряма
npm	nanoid	`3.3.12`	непряма
npm	nanoid	`3.3.15`	непряма
npm	nanoid	`3.3.16`	непряма
npm	natural-compare	`1.4.0`	непряма
npm	neo-async	`2.6.2`	непряма
npm	netmask	`2.1.1`	непряма
npm	node-abort-controller	`3.1.1`	непряма
npm	node-addon-api	`7.1.1`	непряма
npm	node-exports-info	`1.6.2`	непряма
npm	node-int64	`0.4.0`	непряма
npm	node-releases	`2.0.38`	непряма
npm	node-releases	`2.0.46`	непряма
npm	node-releases	`2.0.50`	непряма
npm	node-releases	`2.0.51`	непряма
npm	normalize-path	`3.0.0`	непряма
npm	npm-run-path	`4.0.1`	непряма
npm	nwsapi	`2.2.24`	непряма
npm	object-assign	`4.1.1`	непряма
npm	object-inspect	`1.13.4`	непряма
npm	object-keys	`1.1.1`	непряма
npm	object.assign	`4.1.7`	непряма
npm	object.entries	`1.1.9`	непряма
npm	object.fromentries	`2.0.8`	непряма
npm	object.values	`1.2.1`	непряма
npm	ol	`10.7.0`	непряма
npm	once	`1.4.0`	непряма
npm	onetime	`5.1.2`	непряма
npm	open	`10.1.0`	непряма
npm	optionator	`0.9.4`	непряма
npm	own-keys	`1.0.2`	непряма
npm	p-limit	`2.3.0`	непряма
npm	p-limit	`3.1.0`	непряма
npm	p-locate	`4.1.0`	непряма
npm	p-locate	`5.0.0`	непряма
npm	p-try	`2.2.0`	непряма
npm	pac-proxy-agent	`9.0.1`	непряма
npm	pac-resolver	`9.0.1`	непряма
npm	package-json-from-dist	`1.0.1`	непряма
npm	pako	`2.2.0`	непряма
npm	papaparse	`5.5.3`	непряма
npm	parent-module	`1.0.1`	непряма
npm	parse-headers	`2.0.6`	непряма
npm	parse-imports-exports	`0.2.4`	непряма
npm	parse-json	`5.2.0`	непряма
npm	parse-statements	`1.0.11`	непряма
npm	parse5	`7.3.0`	непряма
npm	path-browserify	`1.0.1`	непряма
npm	path-exists	`4.0.0`	непряма
npm	path-is-absolute	`1.0.1`	непряма
npm	path-key	`3.1.1`	непряма
npm	path-parse	`1.0.7`	непряма
npm	path-scurry	`2.0.2`	непряма
npm	path-to-regexp	`1.9.0`	непряма
npm	path-type	`4.0.0`	непряма
npm	pbf	`4.0.1`	непряма
npm	performance-now	`2.1.0`	непряма
npm	picocolors	`1.1.1`	непряма
npm	picomatch	`2.3.2`	непряма
npm	picomatch	`4.0.5`	непряма
npm	pirates	`4.0.7`	непряма
npm	pkg-dir	`4.2.0`	непряма
npm	playwright	`1.61.1`	непряма
npm	playwright-core	`1.61.1`	непряма
npm	portfinder	`1.0.38`	непряма
npm	possible-typed-array-names	`1.1.0`	непряма
npm	postcss	`8.5.15`	непряма
npm	postcss	`8.5.16`	непряма
npm	postcss	`8.5.19`	непряма
npm	postcss	`8.5.21`	непряма
npm	postcss-modules-extract-imports	`3.1.0`	непряма
npm	postcss-modules-local-by-default	`4.2.0`	непряма
npm	postcss-modules-scope	`3.2.1`	непряма
npm	postcss-modules-values	`4.0.0`	непряма
npm	postcss-selector-parser	`7.1.4`	непряма
npm	postcss-value-parser	`4.2.0`	непряма
npm	prefix-style	`2.0.1`	непряма
npm	prelude-ls	`1.2.1`	непряма
npm	prettier	`3.9.6`	непряма
npm	pretty-format	`27.5.1`	непряма
npm	pretty-format	`29.7.0`	непряма
npm	prismjs	`1.30.0`	непряма
npm	prompts	`2.4.2`	непряма
npm	prop-types	`15.8.1`	непряма
npm	protocol-buffers-schema	`3.6.1`	непряма
npm	proxy-agent	`8.0.1`	непряма
npm	proxy-from-env	`2.1.0`	непряма
npm	psl	`1.15.0`	непряма
npm	punycode	`2.3.1`	непряма
npm	pure-rand	`6.1.0`	непряма
npm	qs	`6.15.3`	непряма
npm	querystringify	`2.2.0`	непряма
npm	quick-lru	`6.1.2`	непряма
npm	quickjs-wasi	`2.2.0`	непряма
npm	quickselect	`3.0.0`	непряма
npm	raf	`3.4.1`	непряма
npm	raf-schd	`4.0.3`	непряма
npm	raw-body	`1.1.7`	непряма
npm	rbush	`4.0.1`	непряма
npm	react	`18.3.1`	непряма
npm	react-aria	`3.50.0`	непряма
npm	react-aria-components	`1.19.0`	непряма
npm	react-calendar	`6.0.1`	непряма
npm	react-colorful	`5.6.1`	непряма
npm	react-custom-scrollbars-2	`4.5.0`	непряма
npm	react-dom	`18.3.1`	непряма
npm	react-dropzone	`14.3.8`	непряма
npm	react-from-dom	`0.7.5`	непряма
npm	react-highlight-words	`0.21.0`	непряма
npm	react-hook-form	`7.82.0`	непряма
npm	react-i18next	`16.6.6`	непряма
npm	react-immutable-proptypes	`2.2.0`	непряма
npm	react-inlinesvg	`4.3.0`	непряма
npm	react-is	`16.13.1`	непряма
npm	react-is	`17.0.2`	непряма
npm	react-is	`18.3.1`	непряма
npm	react-is	`19.2.8`	непряма
npm	react-loading-skeleton	`3.5.0`	непряма
npm	react-redux	`9.3.0`	непряма
npm	react-router	`5.3.4`	непряма
npm	react-router	`6.30.4`	непряма
npm	react-router-dom	`5.3.4`	непряма
npm	react-router-dom-v5-compat	`6.30.4`	непряма
npm	react-select	`5.10.2`	непряма
npm	react-stately	`3.48.0`	непряма
npm	react-table	`7.8.0`	непряма
npm	react-transition-group	`4.4.5`	непряма
npm	react-universal-interface	`0.6.2`	непряма
npm	react-use	`17.6.1`	непряма
npm	react-window	`1.8.11`	непряма
npm	readdirp	`4.1.2`	непряма
npm	readdirp	`5.0.0`	непряма
npm	rechoir	`0.8.0`	непряма
npm	redent	`3.0.0`	непряма
npm	redux	`5.0.1`	непряма
npm	reflect.getprototypeof	`1.0.10`	непряма
npm	regexp.prototype.flags	`1.5.4`	непряма
npm	replace-in-file-webpack-plugin	`1.0.6`	непряма
npm	require-directory	`2.1.1`	непряма
npm	require-from-string	`2.0.2`	непряма
npm	requires-port	`1.0.0`	непряма
npm	resize-observer-polyfill	`1.5.1`	непряма
npm	resolve	`1.22.12`	непряма
npm	resolve	`2.0.0-next.7`	непряма
npm	resolve-cwd	`3.0.0`	непряма
npm	resolve-from	`4.0.0`	непряма
npm	resolve-from	`5.0.0`	непряма
npm	resolve-pathname	`3.0.0`	непряма
npm	resolve-protobuf-schema	`2.1.0`	непряма
npm	resolve.exports	`2.0.3`	непряма
npm	robust-predicates	`3.0.3`	непряма
npm	rspack-vue-loader	`17.5.0`	непряма
npm	rspack-vue-loader	`17.5.1`	непряма
npm	rspack-vue-loader	`17.6.1`	непряма
npm	rtl-css-js	`1.16.1`	непряма
npm	run-applescript	`7.1.0`	непряма
npm	rw	`1.3.3`	непряма
npm	rxjs	`7.8.2`	непряма
npm	safe-array-concat	`1.1.4`	непряма
npm	safe-buffer	`5.2.1`	непряма
npm	safe-json-parse	`1.0.1`	непряма
npm	safe-push-apply	`1.0.0`	непряма
npm	safe-regex-test	`1.1.0`	непряма
npm	safer-buffer	`2.1.2`	непряма
npm	sass	`1.101.3`	непряма
npm	sass-loader	`16.0.8`	непряма
npm	saxes	`6.0.0`	непряма
npm	scheduler	`0.23.2`	непряма
npm	schema-utils	`3.3.0`	непряма
npm	schema-utils	`4.3.3`	непряма
npm	screenfull	`5.2.0`	непряма
npm	selection-is-backward	`1.0.0`	непряма
npm	semver	`6.3.1`	непряма
npm	semver	`7.8.5`	непряма
npm	serialize-javascript	`7.0.7`	непряма
npm	set-function-length	`1.2.2`	непряма
npm	set-function-name	`2.0.2`	непряма
npm	set-harmonic-interval	`1.0.1`	непряма
npm	set-proto	`1.0.0`	непряма
npm	shallow-clone	`3.0.1`	непряма
npm	shebang-command	`2.0.0`	непряма
npm	shebang-regex	`3.0.0`	непряма
npm	side-channel	`1.1.1`	непряма
npm	side-channel-list	`1.0.1`	непряма
npm	side-channel-map	`1.0.1`	непряма
npm	side-channel-weakmap	`1.0.2`	непряма
npm	signal-exit	`3.0.7`	непряма
npm	signal-exit	`4.1.0`	непряма
npm	sisteransi	`1.0.5`	непряма
npm	slash	`3.0.0`	непряма
npm	slate	`0.47.9`	непряма
npm	slate-base64-serializer	`0.2.115`	непряма
npm	slate-dev-environment	`0.2.5`	непряма
npm	slate-hotkeys	`0.2.11`	непряма
npm	slate-plain-serializer	`0.7.13`	непряма
npm	slate-prop-types	`0.5.44`	непряма
npm	slate-react	`0.22.10`	непряма
npm	slate-react-placeholder	`0.2.9`	непряма
npm	smart-buffer	`4.2.0`	непряма
npm	socks	`2.8.9`	непряма
npm	socks-proxy-agent	`10.0.0`	непряма
npm	source-map	`0.5.6`	непряма
npm	source-map	`0.5.7`	непряма
npm	source-map	`0.6.1`	непряма
npm	source-map-js	`1.2.1`	непряма
npm	source-map-support	`0.5.13`	непряма
npm	source-map-support	`0.5.21`	непряма
npm	spdx-exceptions	`2.5.0`	непряма
npm	spdx-expression-parse	`4.0.0`	непряма
npm	spdx-license-ids	`3.0.23`	непряма
npm	speedscope	`1.25.0`	непряма
npm	sprintf-js	`1.0.3`	непряма
npm	stack-generator	`2.0.10`	непряма
npm	stack-utils	`2.0.6`	непряма
npm	stackframe	`1.3.4`	непряма
npm	stacktrace-gps	`3.1.2`	непряма
npm	stacktrace-js	`2.0.2`	непряма
npm	state-local	`1.0.7`	непряма
npm	stop-iteration-iterator	`1.1.0`	непряма
npm	string-hash	`1.1.3`	непряма
npm	string-length	`4.0.2`	непряма
npm	string-template	`0.2.1`	непряма
npm	string-width	`4.2.3`	непряма
npm	string.prototype.matchall	`4.0.12`	непряма
npm	string.prototype.repeat	`1.0.0`	непряма
npm	string.prototype.trim	`1.2.11`	непряма
npm	string.prototype.trimend	`1.0.10`	непряма
npm	string.prototype.trimstart	`1.0.8`	непряма
npm	string_decoder	`0.10.31`	непряма
npm	strip-ansi	`6.0.1`	непряма
npm	strip-bom	`4.0.0`	непряма
npm	strip-comments	`2.0.1`	непряма
npm	strip-final-newline	`2.0.0`	непряма
npm	strip-indent	`3.0.0`	непряма
npm	strip-json-comments	`3.1.1`	непряма
npm	style-loader	`4.0.0`	непряма
npm	style-mod	`4.1.3`	непряма
npm	stylis	`4.2.0`	непряма
npm	stylis	`4.4.0`	непряма
npm	supports-color	`7.2.0`	непряма
npm	supports-color	`8.1.1`	непряма
npm	supports-preserve-symlinks-flag	`1.0.0`	непряма
npm	swc-loader	`0.2.7`	непряма
npm	symbol-tree	`3.2.4`	непряма
npm	tabbable	`6.5.0`	непряма
npm	table-layout	`4.1.1`	непряма
npm	tailwindcss	`4.3.0`	непряма
npm	tailwindcss	`4.3.2`	непряма
npm	tailwindcss	`4.3.3`	непряма
npm	tapable	`2.3.3`	непряма
npm	terser	`5.49.0`	непряма
npm	terser-webpack-plugin	`5.6.1`	непряма
npm	test-exclude	`6.0.0`	непряма
npm	throttle-debounce	`3.0.1`	непряма
npm	tiny-invariant	`1.3.3`	непряма
npm	tiny-lr	`1.1.1`	непряма
npm	tiny-warning	`0.0.3`	непряма
npm	tiny-warning	`1.0.3`	непряма
npm	tinycolor2	`1.6.0`	непряма
npm	tinyglobby	`0.2.17`	непряма
npm	tmpl	`1.0.5`	непряма
npm	to-camel-case	`1.0.0`	непряма
npm	to-no-case	`1.0.2`	непряма
npm	to-regex-range	`5.0.1`	непряма
npm	to-space-case	`1.0.0`	непряма
npm	toggle-selection	`1.0.6`	непряма
npm	tough-cookie	`4.1.4`	непряма
npm	tr46	`3.0.0`	непряма
npm	ts-api-utils	`2.5.0`	непряма
npm	ts-easing	`0.2.0`	непряма
npm	ts-node	`10.9.2`	непряма
npm	tslib	`2.8.1`	непряма
npm	type-check	`0.4.0`	непряма
npm	type-detect	`4.0.8`	непряма
npm	type-fest	`0.21.3`	непряма
npm	type-of	`2.0.1`	непряма
npm	typed-array-buffer	`1.0.3`	непряма
npm	typed-array-byte-length	`1.0.3`	непряма
npm	typed-array-byte-offset	`1.0.4`	непряма
npm	typed-array-length	`1.0.8`	непряма
npm	typed-assert	`1.0.9`	непряма
npm	typescript	`5.9.2`	непряма
npm	typescript	`6.0.2`	непряма
npm	typescript	`6.0.3`	непряма
npm	typical	`4.0.0`	непряма
npm	typical	`7.3.0`	непряма
npm	ua-parser-js	`1.0.41`	непряма
npm	unbox-primitive	`1.1.0`	непряма
npm	undici-types	`6.21.0`	непряма
npm	undici-types	`7.18.2`	непряма
npm	universalify	`0.2.0`	непряма
npm	universalify	`2.0.1`	непряма
npm	update-browserslist-db	`1.2.3`	непряма
npm	uplot	`1.6.32`	непряма
npm	uri-js	`4.4.1`	непряма
npm	url-parse	`1.5.10`	непряма
npm	use-isomorphic-layout-effect	`1.2.1`	непряма
npm	use-sync-external-store	`1.6.0`	непряма
npm	util-deprecate	`1.0.2`	непряма
npm	uwrap	`0.1.2`	непряма
npm	v8-compile-cache-lib	`3.0.1`	непряма
npm	v8-to-istanbul	`9.3.0`	непряма
npm	value-equal	`1.0.1`	непряма
npm	void-elements	`3.1.0`	непряма
npm	vscode-uri	`3.1.0`	непряма
npm	vue	`3.5.35`	непряма
npm	vue	`3.5.39`	непряма
npm	vue	`3.5.40`	непряма
npm	vue-router	`4.6.4`	непряма
npm	vue-tsc	`2.2.12`	непряма
npm	w3c-keyname	`2.2.8`	непряма
npm	w3c-xmlserializer	`4.0.0`	непряма
npm	walker	`1.0.8`	непряма
npm	warning	`4.0.3`	непряма
npm	watchpack	`2.5.2`	непряма
npm	web-vitals	`5.3.0`	непряма
npm	web-worker	`1.5.0`	непряма
npm	webidl-conversions	`7.0.0`	непряма
npm	webpack	`5.108.4`	непряма
npm	webpack-cli	`6.0.1`	непряма
npm	webpack-livereload-plugin	`3.0.2`	непряма
npm	webpack-merge	`6.0.1`	непряма
npm	webpack-sources	`3.5.1`	непряма
npm	webpack-subresource-integrity	`5.1.0`	непряма
npm	webpack-virtual-modules	`0.6.2`	непряма
npm	websocket-driver	`0.7.5`	непряма
npm	websocket-extensions	`0.1.4`	непряма
npm	whatwg-encoding	`2.0.0`	непряма
npm	whatwg-mimetype	`3.0.0`	непряма
npm	whatwg-url	`11.0.0`	непряма
npm	which	`2.0.2`	непряма
npm	which-boxed-primitive	`1.1.1`	непряма
npm	which-builtin-type	`1.2.1`	непряма
npm	which-collection	`1.0.2`	непряма
npm	which-typed-array	`1.1.22`	непряма
npm	wildcard	`2.0.1`	непряма
npm	word-wrap	`1.2.5`	непряма
npm	wordwrapjs	`5.1.1`	непряма
npm	wrap-ansi	`7.0.0`	непряма
npm	wrappy	`1.0.2`	непряма
npm	write-file-atomic	`4.0.2`	непряма
npm	ws	`8.21.1`	непряма
npm	xml-name-validator	`4.0.0`	непряма
npm	xml-utils	`1.10.2`	непряма
npm	xmlchars	`2.2.0`	непряма
npm	xss	`1.0.15`	непряма
npm	y18n	`5.0.8`	непряма
npm	yallist	`3.1.1`	непряма
npm	yaml	`1.10.3`	непряма
npm	yaml	`2.9.0`	непряма
npm	yargs	`17.7.3`	непряма
npm	yargs-parser	`21.1.1`	непряма
npm	yn	`3.1.1`	непряма
npm	yocto-queue	`0.1.0`	непряма
npm	zod	`4.4.3`	непряма
npm	zod-validation-error	`4.0.2`	непряма
npm	zstddec	`0.1.0`	непряма
PyPI	absl-py	`2.3.1`	непряма
PyPI	accelerate	`1.12.0`	непряма
PyPI	aiobotocore	`2.26.0`	непряма
PyPI	aiobotocore	`3.7.0`	непряма
PyPI	aiobotocore	`3.8.0`	непряма
PyPI	aiofiles	`24.1.0`	непряма
PyPI	aiohappyeyeballs	`2.6.1`	непряма
PyPI	aiohappyeyeballs	`2.6.2`	непряма
PyPI	aiohappyeyeballs	`2.7.1`	непряма
PyPI	aiohttp	`3.14.1`	непряма
PyPI	aioitertools	`0.13.0`	непряма
PyPI	aiosignal	`1.4.0`	непряма
PyPI	annotated-doc	`0.0.4`	непряма
PyPI	annotated-types	`0.7.0`	непряма
PyPI	anthropic	`0.71.0`	непряма
PyPI	antlr4-python3-runtime	`4.11`	непряма
PyPI	anyio	`4.12.0`	непряма
PyPI	anyio	`4.12.1`	непряма
PyPI	anyio	`4.13.0`	непряма
PyPI	anyio	`4.14.2`	непряма
PyPI	apache-tvm-ffi	`0.1.10`	непряма
PyPI	appnope	`0.1.4`	непряма
PyPI	argon2-cffi	`25.1.0`	непряма
PyPI	argon2-cffi-bindings	`25.1.0`	непряма
PyPI	arrow	`1.4.0`	непряма
PyPI	arrow-tokenize	`1.0.2`	непряма
PyPI	astor	`0.8.1`	непряма
PyPI	asttokens	`3.0.1`	непряма
PyPI	astunparse	`1.6.3`	непряма
PyPI	attrs	`25.4.0`	непряма
PyPI	attrs	`26.1.0`	непряма
PyPI	audioop-lts	`0.2.2`	непряма
PyPI	audioread	`3.1.0`	непряма
PyPI	babel	`2.17.0`	непряма
PyPI	backrefs	`6.1`	непряма
PyPI	beautifulsoup4	`4.14.3`	непряма
PyPI	bespokelabs-curator	`0.1.16`	непряма
PyPI	black	`—`	непряма
PyPI	black	`26.3.1`	непряма
PyPI	blake3	`1.0.8`	непряма
PyPI	bleach	`6.4.0`	непряма
PyPI	boto3	`1.41.5`	непряма
PyPI	botocore	`1.41.5`	непряма
PyPI	botocore	`1.43.0`	непряма
PyPI	botocore	`1.43.46`	непряма
PyPI	bracex	`2.6`	непряма
PyPI	brotli	`1.2.0`	непряма
PyPI	build	`1.5.0`	непряма
PyPI	cachetools	`6.2.4`	непряма
PyPI	cbor2	`6.0.1`	непряма
PyPI	certifi	`2025.11.12`	непряма
PyPI	certifi	`2026.1.4`	непряма
PyPI	certifi	`2026.5.20`	непряма
PyPI	certifi	`2026.6.17`	непряма
PyPI	cffi	`2.0.0`	непряма
PyPI	cffi	`2.1.0`	непряма
PyPI	cfgv	`3.5.0`	непряма
PyPI	chardet	`5.2.0`	непряма
PyPI	charset-normalizer	`3.4.4`	непряма
PyPI	charset-normalizer	`3.4.7`	непряма
PyPI	charset-normalizer	`3.4.9`	непряма
PyPI	cheroot	`11.1.2`	непряма
PyPI	claude-agent-sdk	`0.1.25`	непряма
PyPI	cmake	`4.2.1`	непряма
PyPI	colorama	`0.4.6`	непряма
PyPI	comm	`0.2.3`	непряма
PyPI	compressed-tensors	`0.17.0`	непряма
PyPI	contourpy	`1.3.3`	непряма
PyPI	cryptography	`—`	непряма
PyPI	cryptography	`48.0.1`	непряма
PyPI	cryptography	`49.0.0`	непряма
PyPI	csscompressor	`0.9.5`	непряма
PyPI	cuda-bindings	`12.9.4`	непряма
PyPI	cuda-pathfinder	`1.5.4`	непряма
PyPI	cuda-python	`12.9.4`	непряма
PyPI	cuda-toolkit	`12.8.1`	непряма
PyPI	cycler	`0.12.1`	непряма
PyPI	dataproperty	`1.1.0`	непряма
PyPI	debugpy	`1.8.19`	непряма
PyPI	decorator	`5.2.1`	непряма
PyPI	decorator	`5.3.1`	непряма
PyPI	defusedxml	`0.7.1`	непряма
PyPI	deprecation	`2.1.0`	непряма
PyPI	depyf	`0.20.0`	непряма
PyPI	dill	`0.4.1`	непряма
PyPI	dirhash	`0.5.0`	непряма
PyPI	diskcache	`5.6.3`	непряма
PyPI	distlib	`0.4.0`	непряма
PyPI	distro	`1.9.0`	непряма
PyPI	dm-tree	`0.1.9`	непряма
PyPI	dnspython	`2.8.0`	непряма
PyPI	docstring-parser	`0.17.0`	непряма
PyPI	durationpy	`0.10`	непряма
PyPI	einshape	`1.0`	непряма
PyPI	email-validator	`2.3.0`	непряма
PyPI	etils	`1.13.0`	непряма
PyPI	evaluate	`0.4.6`	непряма
PyPI	execnet	`2.1.2`	непряма
PyPI	executing	`2.2.1`	непряма
PyPI	faiss-cpu	`—`	непряма
PyPI	faiss-cpu	`1.13.2`	непряма
PyPI	fastapi	`—`	непряма
PyPI	fastapi	`0.136.3`	непряма
PyPI	fastapi-cli	`0.0.20`	непряма
PyPI	fastapi-cloud-cli	`0.10.1`	непряма
PyPI	fastar	`0.11.0`	непряма
PyPI	fasteners	`—`	непряма
PyPI	fastjsonschema	`2.21.2`	непряма
PyPI	fastuuid	`0.14.0`	непряма
PyPI	fire	`—`	непряма
PyPI	flash-attn-4	`—`	непряма
PyPI	flash-attn-4	`4.0.0b16`	непряма
PyPI	flask	`—`	непряма
PyPI	flatbuffers	`25.12.19`	непряма
PyPI	flax	`0.12.4`	непряма
PyPI	fonttools	`4.61.1`	непряма
PyPI	fqdn	`1.5.1`	непряма
PyPI	frozenlist	`1.8.0`	непряма
PyPI	gast	`0.7.0`	непряма
PyPI	gguf	`0.17.1`	непряма
PyPI	ghp-import	`2.1.0`	непряма
PyPI	gitdb	`4.0.12`	непряма
PyPI	google-api-core	`2.29.0`	непряма
PyPI	google-api-core	`2.30.3`	непряма
PyPI	google-api-core	`2.32.0`	непряма
PyPI	google-auth-httplib2	`0.3.0`	непряма
PyPI	google-auth-oauthlib	`—`	непряма
PyPI	google-auth-oauthlib	`1.2.2`	непряма
PyPI	google-auth-oauthlib	`1.4.0`	непряма
PyPI	google-cloud-core	`2.5.0`	непряма
PyPI	google-cloud-core	`2.6.0`	непряма
PyPI	google-cloud-logging	`—`	непряма
PyPI	google-cloud-secret-manager	`—`	непряма
PyPI	google-cloud-secret-manager	`2.29.0`	непряма
PyPI	google-cloud-storage-control	`1.11.0`	непряма
PyPI	google-cloud-storage-control	`1.12.0`	непряма
PyPI	google-cloud-storage-transfer	`—`	непряма
PyPI	google-cloud-storage-transfer	`1.18.0`	непряма
PyPI	google-crc32c	`1.8.0`	непряма
PyPI	google-pasta	`0.2.0`	непряма
PyPI	google-resumable-media	`2.10.0`	непряма
PyPI	google-resumable-media	`2.8.0`	непряма
PyPI	google-resumable-media	`2.9.0`	непряма
PyPI	google-vizier	`—`	непряма
PyPI	google-vizier	`0.1.24`	непряма
PyPI	googleapis-common-protos	`1.72.0`	непряма
PyPI	googleapis-common-protos	`1.75.0`	непряма
PyPI	gprof2dot	`2025.4.14`	непряма
PyPI	gradio	`6.15.1`	непряма
PyPI	gradio-client	`2.5.0`	непряма
PyPI	greenlet	`3.3.1`	непряма
PyPI	griffe	`1.15.0`	непряма
PyPI	groovy	`0.1.2`	непряма
PyPI	grpc-google-iam-v1	`0.14.3`	непряма
PyPI	grpc-google-iam-v1	`0.14.4`	непряма
PyPI	grpcio-status	`1.76.0`	непряма
PyPI	grpcio-status	`1.81.0rc1`	непряма
PyPI	grpcio-status	`1.82.1`	непряма
PyPI	gviz-api	`1.10.0`	непряма
PyPI	h11	`0.16.0`	непряма
PyPI	h2	`4.3.0`	непряма
PyPI	h5py	`3.15.1`	непряма
PyPI	haliax	`—`	непряма
PyPI	harbor	`—`	непряма
PyPI	harbor	`0.8.0`	непряма
PyPI	hatchling	`—`	непряма
PyPI	hf-gradio	`0.4.1`	непряма
PyPI	hf-xet	`1.2.0`	непряма
PyPI	hf-xet	`1.5.1`	непряма
PyPI	hjson	`3.1.0`	непряма
PyPI	hpack	`4.1.0`	непряма
PyPI	htmlmin2	`0.1.13`	непряма
PyPI	httpcore	`1.0.9`	непряма
PyPI	httplib2	`0.31.1`	непряма
PyPI	httptools	`0.7.1`	непряма
PyPI	httpx-sse	`0.4.3`	непряма
PyPI	humanize	`4.15.0`	непряма
PyPI	hyperframe	`6.1.0`	непряма
PyPI	hypothesis	`6.151.9`	непряма
PyPI	identify	`2.6.16`	непряма
PyPI	idna	`3.15`	непряма
PyPI	idna	`3.16`	непряма
PyPI	idna	`3.18`	непряма
PyPI	ijson	`3.4.0.post0`	непряма
PyPI	importlib-metadata	`8.5.0`	непряма
PyPI	importlib-resources	`6.5.2`	непряма
PyPI	iniconfig	`2.3.0`	непряма
PyPI	interegular	`0.3.3`	непряма
PyPI	ipykernel	`—`	непряма
PyPI	ipykernel	`7.1.0`	непряма
PyPI	ipython	`8.39.0`	непряма
PyPI	ipywidgets	`8.1.8`	непряма
PyPI	isoduration	`20.11.0`	непряма
PyPI	jaraco-functools	`4.4.0`	непряма
PyPI	jax-cuda13-pjrt	`0.11.0`	непряма
PyPI	jax-cuda13-plugin	`0.11.0`	непряма
PyPI	jax-triton	`0.3.1`	непряма
PyPI	jaxlib	`0.10.1`	непряма
PyPI	jaxlib	`0.11.0`	непряма
PyPI	jaxlib	`0.9.2`	непряма
PyPI	jedi	`0.19.2`	непряма
PyPI	jiter	`0.11.1`	непряма
PyPI	jmespath	`1.0.1`	непряма
PyPI	jmespath	`1.1.0`	непряма
PyPI	joblib	`1.5.3`	непряма
PyPI	jsmin	`3.0.1`	непряма
PyPI	json5	`0.13.0`	непряма
PyPI	jsonlines	`4.0.0`	непряма
PyPI	jsonpointer	`3.0.0`	непряма
PyPI	jsonschema	`4.23.0`	непряма
PyPI	jsonschema-specifications	`2025.9.1`	непряма
PyPI	jupyter	`—`	непряма
PyPI	jupyter	`1.1.1`	непряма
PyPI	jupyter-client	`8.8.0`	непряма
PyPI	jupyter-console	`6.6.3`	непряма
PyPI	jupyter-core	`5.9.1`	непряма
PyPI	jupyter-events	`0.12.0`	непряма
PyPI	jupyter-lsp	`2.3.0`	непряма
PyPI	jupyter-server	`2.20.0`	непряма
PyPI	jupyter-server-terminals	`0.5.4`	непряма
PyPI	jupyterlab	`4.5.9`	непряма
PyPI	jupyterlab-pygments	`0.3.0`	непряма
PyPI	jupyterlab-server	`2.28.0`	непряма
PyPI	jupyterlab-widgets	`3.0.16`	непряма
PyPI	keras	`3.13.2`	непряма
PyPI	kiwisolver	`1.4.9`	непряма
PyPI	kubernetes	`—`	непряма
PyPI	kubernetes	`35.0.0`	непряма
PyPI	lark	`1.2.2`	непряма
PyPI	lazy-loader	`0.4`	непряма
PyPI	libclang	`18.1.1`	непряма
PyPI	librosa	`—`	непряма
PyPI	librosa	`0.11.0`	непряма
PyPI	libtpu	`0.0.39`	непряма
PyPI	libtpu	`0.0.41`	непряма
PyPI	linkify-it-py	`2.0.3`	непряма
PyPI	litellm	`1.88.1`	непряма
PyPI	llguidance	`1.7.6`	непряма
PyPI	llvmlite	`0.45.1`	непряма
PyPI	llvmlite	`0.46.0`	непряма
PyPI	lm-eval	`—`	непряма
PyPI	lm-eval	`0.4.9.1`	непряма
PyPI	lm-format-enforcer	`0.11.3`	непряма
PyPI	loguru	`0.7.3`	непряма
PyPI	luxical	`—`	непряма
PyPI	luxical	`1.1.2`	непряма
PyPI	lxml	`—`	непряма
PyPI	lxml	`6.1.0`	непряма
PyPI	lxml-html-clean	`—`	непряма
PyPI	marin-iac	`0.0.0`	непряма
PyPI	marin-infra-grafana	`0.1.0`	непряма
PyPI	marin-infra-probes	`0.1.0`	непряма
PyPI	marin-root	`0.1.0`	непряма
PyPI	markdown	`3.10`	непряма
PyPI	markdown-it-py	`4.0.0`	непряма
PyPI	markupsafe	`3.0.3`	непряма
PyPI	marshmallow	`3.26.2`	непряма
PyPI	matplotlib	`—`	непряма
PyPI	matplotlib	`3.10.8`	непряма
PyPI	matplotlib-inline	`0.2.1`	непряма
PyPI	maturin	`—`	непряма
PyPI	mbstrdecoder	`1.1.4`	непряма
PyPI	mdit-py-plugins	`0.5.0`	непряма
PyPI	mdurl	`0.1.2`	непряма
PyPI	memray	`1.19.2`	непряма
PyPI	memray	`1.19.3`	непряма
PyPI	mergedeep	`—`	непряма
PyPI	mergedeep	`1.3.4`	непряма
PyPI	mistral-common	`1.11.3`	непряма
PyPI	mistune	`3.3.0`	непряма
PyPI	mkdocs	`—`	непряма
PyPI	mkdocs	`1.6.1`	непряма
PyPI	mkdocs-autorefs	`—`	непряма
PyPI	mkdocs-autorefs	`1.4.1`	непряма
PyPI	mkdocs-autorefs	`1.4.3`	непряма
PyPI	mkdocs-bootswatch	`1.1`	непряма
PyPI	mkdocs-gen-files	`0.5.0`	непряма
PyPI	mkdocs-get-deps	`0.2.0`	непряма
PyPI	mkdocs-git-authors-plugin	`—`	непряма
PyPI	mkdocs-git-authors-plugin	`0.10.0`	непряма
PyPI	mkdocs-git-revision-date-localized-plugin	`—`	непряма
PyPI	mkdocs-git-revision-date-localized-plugin	`1.5.0`	непряма
PyPI	mkdocs-include-markdown-plugin	`—`	непряма
PyPI	mkdocs-include-markdown-plugin	`7.1.8`	непряма
PyPI	mkdocs-include-markdown-plugin	`7.2.0`	непряма
PyPI	mkdocs-literate-nav	`—`	непряма
PyPI	mkdocs-literate-nav	`0.6.1`	непряма
PyPI	mkdocs-literate-nav	`0.6.2`	непряма
PyPI	mkdocs-macros-plugin	`—`	непряма
PyPI	mkdocs-macros-plugin	`1.3.7`	непряма
PyPI	mkdocs-macros-plugin	`1.5.0`	непряма
PyPI	mkdocs-material	`—`	непряма
PyPI	mkdocs-material	`9.6.7`	непряма
PyPI	mkdocs-material	`9.7.1`	непряма
PyPI	mkdocs-material-extensions	`—`	непряма
PyPI	mkdocs-material-extensions	`1.3.1`	непряма
PyPI	mkdocs-minify-plugin	`—`	непряма
PyPI	mkdocs-minify-plugin	`0.8.0`	непряма
PyPI	mkdocstrings	`—`	непряма
PyPI	mkdocstrings	`0.29.0`	непряма
PyPI	mkdocstrings	`1.0.0`	непряма
PyPI	mkdocstrings-python	`—`	непряма
PyPI	mkdocstrings-python	`1.16.4`	непряма
PyPI	mkdocstrings-python	`2.0.1`	непряма
PyPI	ml-dtypes	`0.5.4`	непряма
PyPI	model-hosting-container-standards	`0.1.16`	непряма
PyPI	more-itertools	`10.8.0`	непряма
PyPI	mpmath	`1.3.0`	непряма
PyPI	msgpack	`1.2.1`	непряма
PyPI	multidict	`6.7.0`	непряма
PyPI	multidict	`6.7.1`	непряма
PyPI	multiprocess	`0.70.16`	непряма
PyPI	mypy	`—`	непряма
PyPI	mypy-extensions	`1.1.0`	непряма
PyPI	namex	`0.1.0`	непряма
PyPI	narwhals	`2.15.0`	непряма
PyPI	nbclient	`0.10.4`	непряма
PyPI	nbconvert	`—`	непряма
PyPI	nbconvert	`7.17.1`	непряма
PyPI	nbformat	`—`	непряма
PyPI	nbformat	`5.10.4`	непряма
PyPI	nest-asyncio	`1.6.0`	непряма
PyPI	networkx	`3.6.1`	непряма
PyPI	ninja	`1.13.0`	непряма
PyPI	nixl	`0.3.0`	непряма
PyPI	nltk	`3.10.0`	непряма
PyPI	nodeenv	`1.10.0`	непряма
PyPI	notebook	`7.5.6`	непряма
PyPI	notebook-shim	`0.2.4`	непряма
PyPI	numba	`—`	непряма
PyPI	numba	`0.62.1`	непряма
PyPI	numba	`0.63.1`	непряма
PyPI	numexpr	`2.14.1`	непряма
PyPI	nvidia-cublas	`—`	непряма
PyPI	nvidia-cublas	`13.4.1.1`	непряма
PyPI	nvidia-cublas-cu12	`12.8.4.1`	непряма
PyPI	nvidia-cuda-crt	`13.2.78`	непряма
PyPI	nvidia-cuda-cupti	`13.0.85`	непряма
PyPI	nvidia-cuda-cupti-cu12	`12.8.90`	непряма
PyPI	nvidia-cuda-nvcc	`13.2.78`	непряма
PyPI	nvidia-cuda-nvdisasm	`13.3.73`	непряма
PyPI	nvidia-cuda-nvrtc	`13.0.88`	непряма
PyPI	nvidia-cuda-nvrtc-cu12	`12.8.93`	непряма
PyPI	nvidia-cuda-runtime	`13.0.96`	непряма
PyPI	nvidia-cuda-runtime-cu12	`12.8.90`	непряма
PyPI	nvidia-cudnn-cu12	`9.19.0.56`	непряма
PyPI	nvidia-cudnn-cu13	`9.19.0.56`	непряма
PyPI	nvidia-cufft	`12.0.0.61`	непряма
PyPI	nvidia-cufft-cu12	`11.3.3.83`	непряма
PyPI	nvidia-cufile-cu12	`1.13.1.3`	непряма
PyPI	nvidia-curand-cu12	`10.3.9.90`	непряма
PyPI	nvidia-cusolver	`12.0.4.66`	непряма
PyPI	nvidia-cusolver-cu12	`11.7.3.90`	непряма
PyPI	nvidia-cusparse	`12.6.3.3`	непряма
PyPI	nvidia-cusparse-cu12	`12.5.8.93`	непряма
PyPI	nvidia-cusparselt-cu12	`0.7.1`	непряма
PyPI	nvidia-cutlass-dsl	`—`	непряма
PyPI	nvidia-cutlass-dsl	`4.6.0`	непряма
PyPI	nvidia-cutlass-dsl-libs-base	`4.6.0`	непряма
PyPI	nvidia-cutlass-dsl-libs-core	`4.6.0`	непряма
PyPI	nvidia-cutlass-dsl-libs-cu12	`4.6.0`	непряма
PyPI	nvidia-cutlass-dsl-libs-cu13	`4.6.0`	непряма
PyPI	nvidia-nccl-cu12	`2.28.9`	непряма
PyPI	nvidia-nccl-cu13	`—`	непряма
PyPI	nvidia-nccl-cu13	`2.28.9`	непряма
PyPI	nvidia-nvjitlink	`13.0.88`	непряма
PyPI	nvidia-nvjitlink-cu12	`12.8.93`	непряма
PyPI	nvidia-nvshmem-cu12	`3.4.5`	непряма
PyPI	nvidia-nvshmem-cu13	`3.4.5`	непряма
PyPI	nvidia-nvtx-cu12	`12.8.90`	непряма
PyPI	nvidia-nvvm	`13.2.78`	непряма
PyPI	oauthlib	`3.3.1`	непряма
PyPI	openai-agents	`0.6.5`	непряма
PyPI	openai-harmony	`0.0.8`	непряма
PyPI	openai-responses	`—`	непряма
PyPI	opencv-python-headless	`4.13.0.92`	непряма
PyPI	opentelemetry-api	`1.39.1`	непряма
PyPI	opentelemetry-api	`1.42.1`	непряма
PyPI	opentelemetry-api	`1.44.0`	непряма
PyPI	opentelemetry-exporter-otlp	`1.39.1`	непряма
PyPI	opentelemetry-exporter-otlp-proto-common	`1.39.1`	непряма
PyPI	opentelemetry-exporter-otlp-proto-grpc	`1.39.1`	непряма
PyPI	opentelemetry-exporter-otlp-proto-http	`1.39.1`	непряма
PyPI	opentelemetry-proto	`1.39.1`	непряма
PyPI	opentelemetry-sdk	`1.39.1`	непряма
PyPI	opentelemetry-semantic-conventions	`0.60b1`	непряма
PyPI	opentelemetry-semantic-conventions-ai	`0.5.1`	непряма
PyPI	opt-einsum	`3.4.0`	непряма
PyPI	optree	`0.18.0`	непряма
PyPI	orbax-checkpoint	`0.11.31`	непряма
PyPI	orbax-export	`0.0.8`	непряма
PyPI	orderly-set	`5.5.0`	непряма
PyPI	orjson	`3.11.9`	непряма
PyPI	outlines-core	`0.2.14`	непряма
PyPI	packaging	`25.0`	непряма
PyPI	packaging	`26.2`	непряма
PyPI	paginate	`0.5.7`	непряма
PyPI	pandocfilters	`1.5.1`	непряма
PyPI	parameterized	`0.9.0`	непряма
PyPI	parso	`0.8.5`	непряма
PyPI	partial-json-parser	`0.2.1.1.post7`	непряма
PyPI	parver	`1.0`	непряма
PyPI	pathlib-abc	`0.5.2`	непряма
PyPI	pathspec	`1.0.3`	непряма
PyPI	pathvalidate	`3.3.1`	непряма
PyPI	pathwaysutils	`0.1.3`	непряма
PyPI	peft	`—`	непряма
PyPI	peft	`0.18.1`	непряма
PyPI	pexpect	`4.9.0`	непряма
PyPI	pillow	`—`	непряма
PyPI	pillow	`12.3.0`	непряма
PyPI	pip	`—`	непряма
PyPI	pip	`26.1.2`	непряма
PyPI	platformdirs	`4.5.1`	непряма
PyPI	playwright	`—`	непряма
PyPI	playwright	`1.57.0`	непряма
PyPI	pluggy	`1.6.0`	непряма
PyPI	pooch	`1.8.2`	непряма
PyPI	portalocker	`3.2.0`	непряма
PyPI	portpicker	`1.6.0`	непряма
PyPI	postgrest	`2.31.0`	непряма
PyPI	pre-commit	`—`	непряма
PyPI	pre-commit	`4.5.1`	непряма
PyPI	prime	`—`	непряма
PyPI	prime	`0.4.3`	непряма
PyPI	prime-sandboxes	`0.2.27`	непряма
PyPI	prometheus-fastapi-instrumentator	`8.0.0`	непряма
PyPI	prompt-toolkit	`—`	непряма
PyPI	prompt-toolkit	`3.0.52`	непряма
PyPI	propcache	`0.4.1`	непряма
PyPI	propcache	`0.5.2`	непряма
PyPI	proto-plus	`1.27.0`	непряма
PyPI	proto-plus	`1.28.0`	непряма
PyPI	proto-plus	`1.28.1`	непряма
PyPI	ptyprocess	`0.7.0`	непряма
PyPI	pulumi	`—`	непряма
PyPI	pulumi	`3.224.0`	непряма
PyPI	pulumi-cloudflare	`—`	непряма
PyPI	pulumi-cloudflare	`6.15.0`	непряма
PyPI	pulumi-command	`—`	непряма
PyPI	pulumi-command	`1.2.1`	непряма
PyPI	pulumi-docker-build	`—`	непряма
PyPI	pulumi-docker-build	`0.0.15`	непряма
PyPI	pulumi-gcp	`—`	непряма
PyPI	pulumi-gcp	`9.23.0`	непряма
PyPI	pulumi-github	`—`	непряма
PyPI	pulumi-github	`6.13.1`	непряма
PyPI	pulumi-kubernetes	`—`	непряма
PyPI	pulumi-kubernetes	`4.30.0`	непряма
PyPI	pure-eval	`0.2.3`	непряма
PyPI	py	`1.11.0`	непряма
PyPI	py-cpuinfo	`9.0.0`	непряма
PyPI	pyasn1	`0.6.3`	непряма
PyPI	pyasn1	`0.6.4`	непряма
PyPI	pyasn1-modules	`0.4.2`	непряма
PyPI	pybase64	`1.4.3`	непряма
PyPI	pybind11	`3.0.1`	непряма
PyPI	pycountry	`24.6.1`	непряма
PyPI	pycparser	`2.23`	непряма
PyPI	pycparser	`3.0`	непряма
PyPI	pydantic-core	`2.41.5`	непряма
PyPI	pydantic-core	`2.46.4`	непряма
PyPI	pydantic-extra-types	`2.11.0`	непряма
PyPI	pydantic-settings	`2.14.2`	непряма
PyPI	pydub	`0.25.1`	непряма
PyPI	pyee	`13.0.0`	непряма
PyPI	pygments	`—`	непряма
PyPI	pygments	`2.19.2`	непряма
PyPI	pygments	`2.20.0`	непряма
PyPI	pylatexenc	`—`	непряма
PyPI	pylatexenc	`2.10`	непряма
PyPI	pymdown-extensions	`—`	непряма
PyPI	pymdown-extensions	`10.21.3`	непряма
PyPI	pyopenssl	`26.3.0`	непряма
PyPI	pyparsing	`3.3.1`	непряма
PyPI	pyproject-hooks	`1.2.0`	непряма
PyPI	pyqwest	`0.4.1`	непряма
PyPI	pyqwest	`0.6.0`	непряма
PyPI	pyqwest	`0.6.2`	непряма
PyPI	pyreadline3	`3.5.4`	непряма
PyPI	pyreadline3	`3.5.6`	непряма
PyPI	pyrefly	`—`	непряма
PyPI	pyrefly	`1.0.0`	непряма
PyPI	pytablewriter	`1.2.1`	непряма
PyPI	pytest	`—`	непряма
PyPI	pytest	`9.0.3`	непряма
PyPI	pytest	`9.1.1`	непряма
PyPI	pytest-asyncio	`—`	непряма
PyPI	pytest-asyncio	`1.4.0`	непряма
PyPI	pytest-base-url	`2.1.0`	непряма
PyPI	pytest-benchmark	`—`	непряма
PyPI	pytest-benchmark	`5.2.3`	непряма
PyPI	pytest-cov	`—`	непряма
PyPI	pytest-flakefinder	`—`	непряма
PyPI	pytest-flakefinder	`1.1.0`	непряма
PyPI	pytest-forked	`—`	непряма
PyPI	pytest-forked	`1.6.0`	непряма
PyPI	pytest-memray	`—`	непряма
PyPI	pytest-memray	`1.8.0`	непряма
PyPI	pytest-memray	`1.9.0`	непряма
PyPI	pytest-mock	`3.15.1`	непряма
PyPI	pytest-playwright	`—`	непряма
PyPI	pytest-playwright	`0.7.2`	непряма
PyPI	pytest-profiling	`—`	непряма
PyPI	pytest-profiling	`1.8.1`	непряма
PyPI	pytest-timeout	`—`	непряма
PyPI	pytest-timeout	`2.4.0`	непряма
PyPI	pytest-xdist	`—`	непряма
PyPI	pytest-xdist	`3.8.0`	непряма
PyPI	python-dateutil	`2.9.0.post0`	непряма
PyPI	python-dotenv	`1.2.2`	непряма
PyPI	python-json-logger	`4.0.0`	непряма
PyPI	python-multipart	`0.0.31`	непряма
PyPI	python-slugify	`8.0.4`	непряма
PyPI	pytokens	`0.4.1`	непряма
PyPI	pytz	`2025.2`	непряма
PyPI	pywin32	`311`	непряма
PyPI	pywinpty	`3.0.2`	непряма
PyPI	pyyaml-env-tag	`1.1`	непряма
PyPI	pyzmq	`27.1.0`	непряма
PyPI	quack-kernels	`0.5.0`	непряма
PyPI	qwix	`0.1.2`	непряма
PyPI	qwix	`0.1.5`	непряма
PyPI	ray	`2.55.1`	непряма
PyPI	readchar	`4.2.2`	непряма
PyPI	realtime	`2.31.0`	непряма
PyPI	referencing	`0.37.0`	непряма
PyPI	requests-oauthlib	`2.0.0`	непряма
PyPI	rfc3339-validator	`0.1.4`	непряма
PyPI	rfc3986-validator	`0.1.1`	непряма
PyPI	rich	`14.2.0`	непряма
PyPI	rich-toolkit	`0.17.1`	непряма
PyPI	rignore	`0.7.6`	непряма
PyPI	rouge-score	`0.1.2`	непряма
PyPI	rpds-py	`0.30.0`	непряма
PyPI	rsa	`4.9.1`	непряма
PyPI	ruff	`0.14.3`	непряма
PyPI	runai-model-streamer	`0.15.9`	непряма
PyPI	runai-model-streamer-gcs	`0.15.9`	непряма
PyPI	runai-model-streamer-s3	`0.15.9`	непряма
PyPI	s3transfer	`0.15.0`	непряма
PyPI	sacrebleu	`2.6.0`	непряма
PyPI	safehttpx	`0.1.7`	непряма
PyPI	scantree	`0.0.4`	непряма
PyPI	scikit-learn	`—`	непряма
PyPI	scikit-learn	`1.8.0`	непряма
PyPI	scipy	`—`	непряма
PyPI	scipy	`1.17.0`	непряма
PyPI	semantic-version	`2.10.0`	непряма
PyPI	semver	`3.0.4`	непряма
PyPI	send2trash	`2.1.0`	непряма
PyPI	sentencepiece	`0.2.1`	непряма
PyPI	sentry-sdk	`2.49.0`	непряма
PyPI	setproctitle	`1.3.7`	непряма
PyPI	setuptools	`82.0.1`	непряма
PyPI	setuptools-rust	`1.12.1`	непряма
PyPI	setuptools-scm	`9.2.2`	непряма
PyPI	shellingham	`1.5.4`	непряма
PyPI	shortuuid	`1.0.13`	непряма
PyPI	simplejson	`3.20.2`	непряма
PyPI	six	`1.17.0`	непряма
PyPI	smmap	`5.0.2`	непряма
PyPI	sniffio	`1.3.1`	непряма
PyPI	sortedcontainers	`2.4.0`	непряма
PyPI	soundfile	`—`	непряма
PyPI	soundfile	`0.13.1`	непряма
PyPI	soupsieve	`2.8.4`	непряма
PyPI	soxr	`1.0.0`	непряма
PyPI	sqlitedict	`2.1.0`	непряма
PyPI	sse-starlette	`3.1.2`	непряма
PyPI	stack-data	`0.6.3`	непряма
PyPI	standard-aifc	`3.13.0`	непряма
PyPI	standard-chunk	`3.13.0`	непряма
PyPI	standard-sunau	`3.13.0`	непряма
PyPI	storage3	`2.31.0`	непряма
PyPI	strenum	`0.4.15`	непряма
PyPI	substrait	`0.24.2`	непряма
PyPI	supabase	`2.31.0`	непряма
PyPI	supabase-auth	`2.31.0`	непряма
PyPI	supabase-functions	`2.31.0`	непряма
PyPI	super-collections	`0.6.2`	непряма
PyPI	supervisor	`4.3.0`	непряма
PyPI	sympy	`—`	непряма
PyPI	sympy	`1.13.3`	непряма
PyPI	tabledata	`1.3.4`	непряма
PyPI	tcolorpy	`0.1.7`	непряма
PyPI	tenacity	`9.1.2`	непряма
PyPI	tensorboard	`—`	непряма
PyPI	tensorboard	`2.20.0`	непряма
PyPI	tensorboard-data-server	`0.7.2`	непряма
PyPI	tensorboardx	`—`	непряма
PyPI	tensorboardx	`2.6.5`	непряма
PyPI	tensorflow	`2.20.0`	непряма
PyPI	termcolor	`3.3.0`	непряма
PyPI	terminado	`0.18.1`	непряма
PyPI	text-unidecode	`1.3`	непряма
PyPI	textual	`6.10.0`	непряма
PyPI	textual	`7.2.0`	непряма
PyPI	tfp-nightly	`0.26.0.dev20260304`	непряма
PyPI	threadpoolctl	`3.6.0`	непряма
PyPI	tiktoken	`0.12.0`	непряма
PyPI	tinycss2	`1.4.0`	непряма
PyPI	tokamax	`—`	непряма
PyPI	tokamax	`0.0.6`	непряма
PyPI	toml	`—`	непряма
PyPI	toml	`0.10.2`	непряма
PyPI	tomlkit	`0.13.3`	непряма
PyPI	toolz	`1.1.0`	непряма
PyPI	torch	`—`	непряма
PyPI	torch	`2.10.0`	непряма
PyPI	torch	`2.11.0`	непряма
PyPI	torch	`2.11.0+cpu`	непряма
PyPI	torch	`2.11.0+cu128`	непряма
PyPI	torch-c-dlpack-ext	`0.1.5`	непряма
PyPI	torchax	`0.0.11`	непряма
PyPI	torchcodec	`—`	непряма
PyPI	torchcodec	`0.10.0`	непряма
PyPI	torchvision	`0.25.0`	непряма
PyPI	torchvision	`0.26.0`	непряма
PyPI	torchvision	`0.26.0+cpu`	непряма
PyPI	torchvision	`0.26.0+cu128`	непряма
PyPI	tornado	`6.5.7`	непряма
PyPI	tpu-inference	`0.19.0`	непряма
PyPI	tpu-inference	`0.23.0`	непряма
PyPI	tpu-info	`0.7.1`	непряма
PyPI	tqdm-multiprocess	`0.0.11`	непряма
PyPI	trackio	`—`	непряма
PyPI	trackio	`0.15.0`	непряма
PyPI	traitlets	`5.14.3`	непряма
PyPI	treescope	`0.1.10`	непряма
PyPI	triton	`—`	непряма
PyPI	triton	`3.6.0`	непряма
PyPI	typeguard	`2.13.3`	непряма
PyPI	typepy	`1.3.4`	непряма
PyPI	typer	`0.21.1`	непряма
PyPI	typer-slim	`0.20.0`	непряма
PyPI	types-pyyaml	`—`	непряма
PyPI	types-pyyaml	`6.0.12.20250915`	непряма
PyPI	types-requests	`—`	непряма
PyPI	types-requests	`2.32.4.20260107`	непряма
PyPI	typing-inspect	`0.9.0`	непряма
PyPI	typing-inspection	`0.4.2`	непряма
PyPI	tzdata	`2025.3`	непряма
PyPI	uc-micro-py	`1.0.3`	непряма
PyPI	uniplot	`0.21.5`	непряма
PyPI	universal-pathlib	`0.3.10`	непряма
PyPI	uri-template	`1.3.0`	непряма
PyPI	uritemplate	`4.2.0`	непряма
PyPI	urllib3	`2.7.0`	непряма
PyPI	uv-build	`—`	непряма
PyPI	uvloop	`0.22.1`	непряма
PyPI	verifiers	`0.1.5`	непряма
PyPI	virtualenv	`20.36.1`	непряма
PyPI	vllm	`0.20.1rc1.dev1465+gafb267194.tpu`	непряма
PyPI	vllm-tpu	`0.19.0`	непряма
PyPI	wadler-lindig	`0.1.7`	непряма
PyPI	warcio	`—`	непряма
PyPI	watchfiles	`1.1.1`	непряма
PyPI	watchfiles	`1.2.0`	непряма
PyPI	wcmatch	`10.1`	непряма
PyPI	wcwidth	`0.2.14`	непряма
PyPI	webcolors	`25.10.0`	непряма
PyPI	webencodings	`0.5.1`	непряма
PyPI	websocket-client	`1.9.0`	непряма
PyPI	websockets	`15.0.1`	непряма
PyPI	websockets	`16.0`	непряма
PyPI	werkzeug	`3.1.6`	непряма
PyPI	wheel	`0.46.3`	непряма
PyPI	widgetsnbextension	`4.0.15`	непряма
PyPI	win32-setctime	`1.2.0`	непряма
PyPI	word2number	`1.1`	непряма
PyPI	wrapt	`1.17.3`	непряма
PyPI	wrapt	`2.2.0`	непряма
PyPI	wrapt	`2.2.2`	непряма
PyPI	xgrammar	`0.2.2`	непряма
PyPI	xprof	`—`	непряма
PyPI	xprof	`2.22.3`	непряма
PyPI	yapf	`0.43.0`	непряма
PyPI	yarl	`1.22.0`	непряма
PyPI	yarl	`1.24.2`	непряма
PyPI	zipp	`3.23.0`	непряма

Сповіщення про залежності 31

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 2 685 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 31 мають відомі сповіщення, з них 2 прямі. 179 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза наведеним переліком пакетів.

Пакет	Версія	Зв'язок	Критичність	Сповіщень	Виправлено в
vllm	`0.20.1rc1.dev1465+gafb267194.tpu`	непряма	критична	23	`0.24.0`
click	`8.3.1`	пряма	висока	1	`8.3.3`
gitpython	`3.1.50`	пряма	висока	9	`3.1.55`
brace-expansion	`1.1.16`	непряма	висока	1	`5.0.8`
brace-expansion	`2.1.2`	непряма	висока	1	`5.0.8`
brace-expansion	`5.0.7`	непряма	висока	1	`5.0.8`
gradio	`6.15.1`	непряма	висока	1	`6.16.0`
httplib2	`0.31.1`	непряма	висока	2	`0.32.0`
jupyterlab	`4.5.9`	непряма	висока	5	`4.6.2`
keras	`3.13.2`	непряма	висока	1	`3.14.0`
postcss	`8.5.15`	непряма	висока	1	`8.5.18`
postcss	`8.5.16`	непряма	висока	1	`8.5.18`
pyasn1	`0.6.3`	непряма	висока	5	`0.6.4`
pyo3	`0.26.0`	непряма	висока	4	`0.29.0`
quick-xml	`0.39.4`	непряма	висока	2	`0.41.0`
quinn-proto	`0.11.14`	непряма	висока	2	`0.11.15`
ray	`2.55.1`	непряма	висока	2	`2.56.0`
sqlitedict	`2.1.0`	непряма	висока	2	—
torch	`2.10.0`	непряма	висока	2	`2.13.0`
diskcache	`5.6.3`	непряма	помірна	2	—
pymdown-extensions	`10.21.3`	непряма	помірна	1	`11.0.0`
react-router	`6.30.4`	непряма	помірна	2	`7.18.0`
rsa	`0.9.10`	непряма	помірна	1	—
setuptools	`82.0.1`	непряма	помірна	2	`83.0.0`
thrift	`0.17.0`	непряма	помірна	1	`0.23.0`
torch	`2.11.0`	непряма	помірна	1	`2.13.0`
torch	`2.11.0+cpu`	непряма	помірна	1	`2.13.0`
torch	`2.11.0+cu128`	непряма	помірна	1	`2.13.0`
pygments	`2.19.2`	непряма	низька	2	`2.20.0`
anyhow	`1.0.102`	непряма	невідома	1	`1.0.103`
paste	`1.0.15`	непряма	невідома	1	—

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

Звіт у форматі JSON машиночитний

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          "tag": "marin-iris-latest",
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      ],
      "recent_commits": [
        {
          "oid": "d8c07ff55f1d0f3b629a0af4fd5f425aa5688274",
          "body": "Declare the production `ops` profile as Codex `gpt-5.6-sol` at xhigh\neffort with access to all built-in MCP groups. The live database already\ncarries this revision, but Marin Pulumi could not serialize\n`mcp_access`; the next unrelated activation would otherwise overwrite it\nwith the older Claude/no-\n[…]\nsis](https://loom.rjp.io/s/yt2e505z/artifacts/profile-lifecycle)\nrecords the current production state and rollout recommendation.\n\n---------\n\nCo-authored-by: rjpower <rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[loom] Reconcile deployment-managed profiles (#7633)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-25T04:43:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d7a848d7d72dd243acf319bd9b4b8a4959b9297e",
          "body": "A serving endpoint on a CoreWeave child mints a capability URL against\nthe\nchild's own origin, which is not world-visible, so an external caller\nsuch as\nDaytona gets a 403. Route these URLs through the public parent instead.\n\nThe child mints and owns the capability token as before, but when it has\na\n[…]\n relay lives in marin-iris-native, bumped to 0.1.2; the iris pin\nmoves to it\nonce that wheel publishes.\n\nFixes #7607\n\n---------\n\nCo-authored-by: Russell Power <607207+rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[iris] Relay a child's capability URL through the public parent (#7627)",
          "author_name": "weaverbot",
          "author_login": "weaverbot",
          "committed_at": "2026-07-25T02:51:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c39cbf9da11204415bdd36c08ad1b4348d1c1314",
          "body": "Resolve Pod-owned Kueue Workloads by Pod UID so singleton Kubernetes\ntasks retain Kueue's exact QuotaReserved admission verdict instead of\nonly the generic SchedulingGated condition. The motivating\ncw-us-east-02a task was blocked because none of 32 H100 nodes fit its 48\nCPU and 1 TiB request; Kueue \n[…]\nPod and Workload queries that expose admission state without\nprinting literal task environment values.\n\nThis changes diagnostics only. Kueue admission, priority, and preemption\nbehavior are unchanged.",
          "is_bot": false,
          "headline": "[iris] Surface singleton Kueue admission diagnostics (#7631)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-25T01:02:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0e0c70705741e8278a7644cc85cc261595ea9066",
          "body": "Persist vLLM compilation artifacts in a manager-owned ZIP archive backed\nby Marin region-local 30-day temp storage. Workspace, TPU, and CUDA\nlaunchers receive the same JAX/XLA, vLLM, TorchInductor, Triton, and\nCUDA cache environment, while caller-managed mode preserves explicitly\nsupplied paths.\n\nRe\n[…]\ne design and validation plan are recorded in the [design\nartifact](https://loom.oa.dev/s/gxkgnrrq/artifacts/design).\n\n---------\n\nCo-authored-by: Russell Power <607207+rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[inference] Persist vLLM compilation caches (#7615)",
          "author_name": "weaverbot",
          "author_login": "weaverbot",
          "committed_at": "2026-07-25T00:29:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2c27eac147a9421a1fbb8f9c208e74f9b36919f7",
          "body": "* follow-up to #7530 (and sibling of #7531): a skill + CLI so agents can\nsearch the marin-context corpus and cite hits by URL\n* `scripts/context_search.py` — three modes against `chunks` (73k+\ngithub issues/PRs/comments + discord messages, re-synced every 10 min):\n* `search` — semantic via pgvector,\n[…]\neply-ancestry context but\ndisplay as single messages, so cosine distances run higher (~0.28) and\nhits need `show`/the URL before citing\n\n---------\n\nCo-authored-by: Rafal Wojdyla <ravwojdyla@gmail.com>",
          "is_bot": false,
          "headline": "agents: context-search skill + cli over the echo corpus (#7535)",
          "author_name": "Rafal Wojdyla (Agent)",
          "author_login": "ravwojdyla-agent",
          "committed_at": "2026-07-24T23:50:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9442a1ea7e9d9bbde85312251bbf08b81ece1b95",
          "body": "Copy completed Harbor trial directories through `StoragePath` so restore\nand\nupload honor the configured `gs://` or `s3://` filesystem. CoreWeave\nHarbor\nruns previously passed an `s3://` destination to the GCS-only uploader\nand\nfailed with `Invalid bucket name s3:`.\n\nTreat a Harbor result containing\n[…]\nmetadata/runs/20260724-203420-qwen3-32b-tb2-lite-68ba/record.json`;\nthe capability 403 remains tracked separately in #7607.\n\nPart of #6865\n\n---------\n\nCo-authored-by: loom <claude-max-1@openathena.ai>",
          "is_bot": false,
          "headline": "[evals] Support S3 Harbor trial artifacts (#7625)",
          "author_name": "weaverbot",
          "author_login": "weaverbot",
          "committed_at": "2026-07-24T23:02:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "87c369d275353bf2e26bc2ea373fdd119578b260",
          "body": null,
          "is_bot": false,
          "headline": "Cleanup yamls - remove fields that conflict with our vllm fork (#7624)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-24T22:39:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f2438105cca74fab36073c553625508a304821db",
          "body": "Resolve Loom's default branch to a full commit SHA before passing its\nremote\nGit context to `pulumi-docker-build`. The provider hashes local contexts\nbut\ndoes not resolve changes behind a stable remote URL, so previews could\nleave\n`loom-release-image` unchanged after Loom advanced.\n\nPreserve explici\n[…]\nraded\nchecks,\nand the following preview reported 24 unchanged resources.\n\nThe focused test file completed five synchronous tests before the first\nexisting Pulumi async test timed out after 60 seconds.",
          "is_bot": false,
          "headline": "[loom] Pin remote image builds to the branch SHA (#7614)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-24T20:39:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1a5cf8cf2574639b3f8e479331137a92446d2f11",
          "body": "> seed: fdde80c5\n>\n> Dead branches pruned clean\n> the quiet tree breathes again —\n> old paths fall away\n\nTwo independent cleanups from the nightly scout pass, one per\nsubproject, touching disjoint files.\n\n- levanter: remove three inference-scheduler members with no callers\nsince they were added in S\n[…]\nrsions to\npolymorphic methods was dropped at review request.\n\npre-commit passes. The affected marin and levanter test suites pass.\n\n---------\n\nCo-authored-by: Nightshift Scout <nightshift@marin.local>",
          "is_bot": true,
          "headline": "[nightshift] 20260724 multi-cleanup (#7592)",
          "author_name": "marin-ops-agent[bot]",
          "author_login": "marin-ops-agent[bot]",
          "committed_at": "2026-07-24T20:38:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fa95f845d8748532f7d2888032c7c1c645c74ea7",
          "body": "Let the CoreWeave Kubernetes provider source credentials from\n`KUBECONFIG`\ninstead of persisting a machine-local path or kubeconfig contents as a\nprovider\ninput. The reviewed `kube_context` still selects the target, while\ncredentials\nremain execution-local.\n\nThe CoreWeave preview workflow exports th\n[…]\ne export. A full\n`cw-us-west-04a` preview showed one provider update removing\n`kubeconfig` and 28\nunchanged resources; subsequent previews will not diff credential paths\nor\nbytes.\n\nFollow-up to #7610.",
          "is_bot": false,
          "headline": "[iac] Keep kubeconfig out of Pulumi provider state (#7611)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-24T20:25:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3434531019d5a3d6623fa2e950aebd561a3cdd93",
          "body": "Normalize `CW_READ_TOKEN` before building Kubernetes Authorization\nheaders and\nkeep transport exception text out of Grafana bridge errors. A trailing\nnewline\npreserved by Secret Manager caused httpx to reject every CoreWeave\nrequest and\nexposed the rejected bearer header in Cloud Logging, firing\n`We\n[…]\nManager versions 1 and 2 are disabled, and revision\n`marin-grafana-cw-token-v3` restored healthy bridge results. The current\nread\ntoken appeared in logs during the incident and must still be replaced.",
          "is_bot": false,
          "headline": "[grafana] Harden CoreWeave observer credentials (#7610)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-24T20:12:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d2a456c8482a8b3916d2f1ce654685e3663f7b41",
          "body": "…in cluster (#7609)\n\nAdds a Jobs dashboard (grafana.oa.dev/d/marin-jobs) and a landing-page\nat-a-glance for fleet job state, and fixes the finelog federation bug\nthat kept CoreWeave job state from being attributable per cluster.\n\n## Finelog federation stamping fix\n\nThe hub now stamps a `WriteRows` b\n[…]\nmespace for alert\nfirings and node/rack-loss — in\n`.agents/projects/2026-07-24_grafana_unified_jobs_and_finelog_federation.md`.\n\nCo-authored-by: Russell Power <607207+rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[grafana] Fleet jobs dashboard; stamp forwarded finelog stats by orig…",
          "author_name": "weaverbot",
          "author_login": "weaverbot",
          "committed_at": "2026-07-24T19:59:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ecdf1430c75dd15c57cd47b00909a211ba9c18d7",
          "body": "Record the July 24 `cw-us-east-08a` investigation of an apparently\nstalled\nIris controller. The controller was healthy, while Kubernetes node-list\ncalls\ntook 6.2-6.9 seconds and the GB200 NodePool exposed 201 of 216 target\nnodes.\n\nExplain that Kueue's `group has fewer runnable pods than expected`\nwa\n[…]\niled 16-pod gang generation. The\nreplacement\ngeneration admitted and ran all 16 pods. The record leaves the JAX\nrank-incarnation failure, 15 missing GB200 nodes, and Kubernetes API\nlatency\nunresolved.",
          "is_bot": false,
          "headline": "[ops] Record GB200 controller latency diagnosis (#7608)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-24T19:57:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7b73b1cff8239b05e10d42f7c0496dd10a574257",
          "body": "Pin the Marin and Levanter CUDA 13 extras to JAX 0.11.0 and widen their\nshared JAX ranges to admit the 0.11 line.\n\nThis fixes #7421 because 0.11.0 includes\nhttps://github.com/openxla/xla/commit/4c1b00509e646d13a9cf443cd10c866810ed923d\n(see\nhttps://github.com/marin-community/marin/issues/7421#issueco\n[…]\n TPU-test environments on JAX 0.10.1\nbecause the pinned tpu-inference 0.23.0 fork requires it. The existing\nuv conflicts isolate those environments from the GPU lock split.\n\nUnblocks #6880\nFixes #7421",
          "is_bot": false,
          "headline": "[deps] Bump GPU JAX to 0.11.0 (#7436)",
          "author_name": "Matt Wittmann",
          "author_login": "mcwitt",
          "committed_at": "2026-07-24T19:52:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "556aaf51c00567d1026ce5981e12f3c80409fcdd",
          "body": "Route each firing Grafana notification through Loom's actor-scoped\n`operator` channel using an IAC-managed `ops` profile. Distinct alerts\nnow update one live `Grafana operator` session, while retries of one\nalert keep their existing idempotency key.\n\nSet one concurrent operator, a 100-turn budget, a\n[…]\n to the current UTC day.\nIts fixed July 17 run fell outside the seven-day projection and blocked\nthe Grafana workflow on July 24.\n\n---------\n\nCo-authored-by: rjpower <rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[infra] Fold Grafana alerts into one operator session (#7605)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-24T19:31:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c78cf37303ae2873854ad2dd962b233bf08d62d6",
          "body": "Absorb the OT-Agent evaluations proposed in #7246 into the evaluation\nlauncher\nmerged in #7570. Replace the parallel YAML serve schema, vLLM lifecycle,\nharness backends, and `hf_upload` result path with the shared model\nprotocol,\nendpoint execution, and evaldash v2 records.\n\nKeep model catalogs, ben\n[…]\nk/artifacts/eval-config-cleanup-v2).\n\nCloses #7246. Part of #7559.\n\n---------\n\nCo-authored-by: Russell Power <607207+rjpower@users.noreply.github.com>\nCo-authored-by: loom <claude-max-1@openathena.ai>",
          "is_bot": false,
          "headline": "[eval] Unify agentic evals on one model/serve config protocol (#7575)",
          "author_name": "weaverbot",
          "author_login": "weaverbot",
          "committed_at": "2026-07-24T19:20:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c5d48683a48ca14b517f5e771b7f038f02b1506c",
          "body": "Require `marin-iris-native>=0.1.1` and lock the stable wheels published\nfrom\nthe merged #7598 commit. Frozen installs now receive the authentication\nhandoff\nchanges from #7583 and native RPC metrics without activating Rust\nsource-build\nmode.\n\nKeep one process-level Iris RPC collector when tests host\n[…]\ntion tests pass against the\ninstalled PyPI\nwheel. The complete local Iris smoke suite passes 24 tests with one\nskipped,\nincluding the checkpoint restart that previously raised `Duplicated\ntimeseries`.",
          "is_bot": false,
          "headline": "[iris] Pin native proxy 0.1.1 and share RPC collector (#7604)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-24T19:16:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2f327e7a374fb6459ef3bb5c83e94f5cda7f2520",
          "body": "Move controller RPC measurements into the Rust public listener. The\nproxy records per-service/method request and response-status counters,\nin-flight gauges, and Prometheus latency histograms;\n`upstream=\"controller\"` identifies the listener's loopback handoff to\nPython.\n\nThe dashboard reads the resul\n[…]\nge, tag the corresponding `main` commit as `iris-native-v0.1.1`\nand replace the nightly lock with the stable wheel.\n\nPart of #610\n\n---------\n\nCo-authored-by: rjpower <rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[iris] Move RPC metrics into the native proxy (#7598)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-24T18:26:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "da88d150cdc4f968141f81383f3fdc5cd0a22f43",
          "body": "Default CoreWeave Kueue managers to 2 GiB memory requests and limits,\nand reject lower per-cluster values. The `cks-kueue` chart's 512 MiB\ndefault OOM-killed `cw-us-east-02a` during a resync of 820 Workloads and\n1,743 Pods, removing the admission webhook endpoint after 16 restarts.\n\nA fleet audit fo\n[…]\nook\nendpoint is serving.\n\nPulumi remains the sole owner of the Kueue Deployment. Iris controller\nlifecycle behavior is unchanged.\n\n---------\n\nCo-authored-by: rjpower <rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[iac] Reserve 2 GiB for every Kueue manager (#7602)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-24T18:06:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "62fab9bcdbe65d183db04159f773d7eace1a57d7",
          "body": "Standardize durable infrastructure and debugging records under\n`.agents/ops/YYYY-MM-DD-<slug>.md`, and align shared, Iris, Zephyr,\ndebug,\nrecovery, and ops-steward guidance on that convention. Move the four\nremaining\n`docs/debug-log-*` files to their dated incident paths.\n\nNormalize live skill refer\n[…]\nremain separate because\nthey\nserve experiment continuity, design work, and archived agent guidance\nrather\nthan incident response.\n\n---------\n\nCo-authored-by: rjpower <rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[docs] Standardize agent artifact locations (#7603)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-24T18:06:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2184bedcc49971b16da1a1d8b9c1b54cbbbb16ee",
          "body": "Restore Iris controller checkpoints through a validated directory swap\nand\nidentify local state with a persisted checkpoint epoch instead of\nfilesystem\ntimestamps. Database-backed health checks catch malformed controller or\nfederation state before a rollout is committed, and restart preflight\nresolv\n[…]\nd\nworker\nIDs; active tasks increased from 451 to 466, while failed,\nworker-failed, and\ncoscheduling-failed counts did not change.\n\n---------\n\nCo-authored-by: rjpower <rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[ops] Harden Iris and finelog rollouts (#7583)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-24T17:41:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "aeebec0e822b7e37e7437fc9fefd931039c2d71c",
          "body": "* echo: a shared context store for everyone's agents — the `context`\ndatabase on the shared `marin-metadata` Cloud SQL instance, plus the\n`echo-sync` Cloud Run job that mirrors the marinmirror corpus into it\n* `chunks` — the github+discord slice of the marinmirror corpus (73k+\nissues/PRs/comments/di\n[…]\n`read:org` only —\nmarinmirror authorizes by the token owner's Open-Athena membership, so\nthe scope is membership proof, not repo access\n\n---------\n\nCo-authored-by: Rafal Wojdyla <ravwojdyla@gmail.com>",
          "is_bot": false,
          "headline": "echo: shared agent-context database + marinmirror sync (#7530)",
          "author_name": "Rafal Wojdyla (Agent)",
          "author_login": "ravwojdyla-agent",
          "committed_at": "2026-07-24T17:27:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2d99584153cb999eb277f627679c410a6b27e2aa",
          "body": "…e (#7586)\n\nTwo spurious `pulumi preview` annoyances:\n\n- The CoreWeave k8s provider recorded `kubeconfig`/`context` verbatim,\nso every preview diffed them across machines; both are now\n`ignore_changes`.\n- The `infra/pulumi/README.md` setup steps now note the one-time\n`gcloud` command to silence google-auth's ADC quota-project warning.",
          "is_bot": false,
          "headline": "[iac] Stop pulumi preview from flagging kubeconfig/quota-project nois…",
          "author_name": "Will Moss",
          "author_login": "wmoss",
          "committed_at": "2026-07-24T16:24:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "403ebb001889c10db7d9a5f1965c52f3a8309400",
          "body": "cw-rno2a's `auth.allowed_submitters` admitted only `*@openathena.ai`, so\nthe marin hub's federation handoff on behalf of\n`github-iris@hai-gcp-models.iam.gserviceaccount.com` was rejected with\n\"is not admitted for federation to this cluster\". The MarinSkyRL nightly\nsingle-H100 GRPO gate federates to \n[…]\nthe handoff.\n\nContext: marin-community/MarinSkyRL#125 (triage) and\nmarin-community/MarinSkyRL#126, which removes the `pipefail` mask that\nreported these rejections as green nightly runs for nine days.",
          "is_bot": false,
          "headline": "[iris] Admit github-iris for federation to cw-rno2a (#7597)",
          "author_name": "weaverbot",
          "author_login": "weaverbot",
          "committed_at": "2026-07-24T16:23:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8f1ba5363db7c3a05c4102f51fe70516cd507b43",
          "body": "* part of https://github.com/marin-community/marin/issues/7201\n* pin FA4's CUTLASS DSL dependency to `4.6.0`\n* remove the temporary `4.5.2` base-wheel suppression now that CUTLASS\npackages base, core, and CUDA libraries without overlapping files\n* 64×GB200 full-stack run completed 12 steps at 255,746 tok/s median and\n23.106% median MFU\n\nCo-authored-by: Rafal Wojdyla <ravwojdyla@gmail.com>",
          "is_bot": false,
          "headline": "deps: upgrade CUTLASS DSL to 4.6.0 (#7587)",
          "author_name": "Rafal Wojdyla (Agent)",
          "author_login": "ravwojdyla-agent",
          "committed_at": "2026-07-24T04:47:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2f9eb434e0223b753db68ce3e207eec1e640d554",
          "body": "…es (#7590)\n\nThe always-on xprof service hit two walls processing large multi-host\nprofiles, both from the same heavy overview_page work:\n\n- The container OOM-killed (exit 137) while generating derived\ntimelines, which orphaned its `/xprof` endpoint registration until the\nlease expired.\n- `overview_\n[…]\n 16 CPU / 64 GB and\nregisters `/xprof` with `proxy_timeout_seconds=600`. This PR brings\n`main` in line so the next `pulumi up` does not revert it.\n\nCo-authored-by: Rafal Wojdyla <ravwojdyla@gmail.com>",
          "is_bot": false,
          "headline": "[xprof] Raise /ops/xprof resources and proxy timeout for large profil…",
          "author_name": "Rafal Wojdyla (Agent)",
          "author_login": "ravwojdyla-agent",
          "committed_at": "2026-07-24T04:47:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "51964171c37efacf15644d9e70a01e1a5650fbda",
          "body": "* remove custom `XprofUploadConfig.path` destinations so captures use\n`MARIN_PREFIX` TTL storage\n* keep captures local when `MARIN_PREFIX` lacks lifecycle-backed\n`ttl=Nd` storage\n* restrict hosted viewer roots to `gs://` and `s3://` paths containing\n`ttl=Nd/xprof/<run>`\n* keep the 30-day default configurable through\n`XprofUploadConfig.ttl_days`\n\n---------\n\nCo-authored-by: Rafal Wojdyla <ravwojdyla@gmail.com>",
          "is_bot": false,
          "headline": "profiling: restrict xprof paths to ttl storage (#7582)",
          "author_name": "Rafal Wojdyla (Agent)",
          "author_login": "ravwojdyla-agent",
          "committed_at": "2026-07-24T01:25:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5132df92c5099de4456725e4de0c4649fee2b1e3",
          "body": "Run `pulumi preview` for every `infra/pulumi` stack when a pull request\nchanges the Pulumi program or Iris cluster configuration, and post each\nplan to the pull request. Manual dispatch from `main` runs the same\nchecks without posting a comment. CI never runs `pulumi up`.\n\nAuthenticate same-reposito\n[…]\n 30-day\ncleanup policy. The verified adoption plan imports four repositories and\ntwo addresses, updates two descriptions and one cleanup-policy\nidentifier in place, and has no replacements or deletes.",
          "is_bot": false,
          "headline": "[iac] Post Pulumi previews for infrastructure changes (#7532)",
          "author_name": "Will Moss",
          "author_login": "wmoss",
          "committed_at": "2026-07-24T01:04:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "118a3a803715d2ef349d1ad766b0eac7cf771285",
          "body": "…at (#7570)\n\nMarin served a model once and ran either evalchemy (lm-eval) or Harbor\nbenchmarks against it; the two paths recorded results differently and\nonly evalchemy reached evaldash. This routes both through the group\nlauncher: one serve, one `EvalRunRecord` per eval in\n`gs://marin-eval-metadata\n[…]\nopulated from\nnew runs.\n\nCloses #7559. Supersedes #7476 and #7552.\n\n---------\n\nCo-authored-by: Russell Power <607207+rjpower@users.noreply.github.com>\nCo-authored-by: loom <claude-max-1@openathena.ai>",
          "is_bot": false,
          "headline": "[eval] Unify Harbor and evalchemy behind one launcher and record form…",
          "author_name": "weaverbot",
          "author_login": "weaverbot",
          "committed_at": "2026-07-24T01:00:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "125d65e5941e63aa2097ff74cf7a49df5ffe67af",
          "body": "Use Loom's remote Git repository as the Docker build context when\n`buildContext` is unset. `pulumi up --cwd infra/loom` now builds the\ncurrent\nHEAD of Loom's default branch without requiring a local Loom checkout.\n\nUse Pulumi's native `-c buildContext=/path/to/loom` option to deploy\nuncommitted\nchanges from a validated local worktree. Removing the setting restores\nthe\nremote repository HEAD default.\n\n---------\n\nCo-authored-by: rjpower <rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[infra] Deploy Loom repository HEAD by default (#7581)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-24T00:27:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "165c63d69711f0d423c1e3cb953e968ee4530917",
          "body": "* colocate the supported datakit operator and reproduction commands with\nthe experiments they manage\n* remove three standalone scripts whose work is superseded or whose\nworkflow lane has been disabled since May\n* require `--source-path` for tier-2 uploads because the previous\ndefault was a three-day TTL prefix\n* align the tier-1 runbook with the active canary workflow and its\nminhash and fuzzy-dedup stages\n\nCo-authored-by: Rafal Wojdyla <ravwojdyla@gmail.com>",
          "is_bot": false,
          "headline": "datakit: move and prune helper scripts (#7574)",
          "author_name": "Rafal Wojdyla (Agent)",
          "author_login": "ravwojdyla-agent",
          "committed_at": "2026-07-23T22:54:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "483dca5f1470256da412552b075e5467bff97ad9",
          "body": "Upload opt-in JAX XPlane captures to either an explicit\n`trainer.profiler.upload.path` or a run-specific `MARIN_PREFIX` TTL\nlocation.\nTTL uploads default to 30 days and can be disabled independently of\nlocal\ncapture. HLO metadata is opt-in; plain captures disable JAX's default\nHLO\ncollection. Perfet\n[…]\nopened with trace, kernel, operation, and memory-profile tools\nbut\nwithout graph or memory viewers; the HLO profile added both viewers.\n\n---------\n\nCo-authored-by: Rafal Wojdyla <ravwojdyla@gmail.com>",
          "is_bot": false,
          "headline": "[profiling] Upload XProf traces to an Iris-hosted viewer (#7539)",
          "author_name": "Rafal Wojdyla (Agent)",
          "author_login": "ravwojdyla-agent",
          "committed_at": "2026-07-23T22:46:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "409fa1c9aec518b89a4fe8dcd475e5cdc491cdd0",
          "body": "Publish `marin-iris-native` from scheduled or manually dispatched\nnightly builds using a version one patch above the latest stable. Stable\n`iris-native-v*` cuts and manual build smokes use the same resolver, and\nuser-mode uv installs now consume the PyPI wheel. The build matrix\ncovers x86_64 Linux, \n[…]\n v5e-4\nattempts, and a forced US-West slice hit the project serving quota. The\npending job was cancelled without starting a task.\n\n---------\n\nCo-authored-by: rjpower <rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[iris] Add native nightlies and fast dev rollouts (#7573)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-23T22:45:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "025708cba2560c21efc591f964642cf94bb0aee3",
          "body": "Follow-up to #7533, which landed FederationDns but kept requiring a\nmanually exported CLOUDFLARE_API_TOKEN. Replaces that with loading it\nfrom Secrets Manager.\n\nDoes not create a pulumi diff since I'd already done this in\nhttps://github.com/marin-community/marin/pull/7526",
          "is_bot": false,
          "headline": "[iac] Resolve the Cloudflare API token from Secret Manager (#7562)",
          "author_name": "Will Moss",
          "author_login": "wmoss",
          "committed_at": "2026-07-23T22:03:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aa9ac269142c0e3ceaead7d110a2747eafeb22c3",
          "body": "> _seed ce2b3231_\n>\n> Four forks of one path—\n> the canonical helper called;\n> fractions round to true.\n\nThree scouts each found a hand-rolled copy of logic the codebase already\ncentralizes, and replaced it with the canonical helper. A fourth\nsubproject\n(zephyr) was reviewed and left unchanged.\n\n**i\n[…]\n_callbacks_core` (28 passed); iris `test_k8s_parsers`,\n`test_node_status`\n(23 passed); marin `test_trace_labeled_eval` (2 passed).\n\n---------\n\nCo-authored-by: Nightshift Scout <nightshift@marin.local>",
          "is_bot": true,
          "headline": "[nightshift] 20260723 multi-cleanup (#7550)",
          "author_name": "marin-ops-agent[bot]",
          "author_login": "marin-ops-agent[bot]",
          "committed_at": "2026-07-23T22:02:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fc4a78455d4898724525b677945591dfc7285ff8",
          "body": "Generate `FSSPEC_S3` with a 30-second connect timeout, 120-second read\ntimeout, and five standard retries. CoreWeave task environments now\napply the same finite botocore bounds to raw fsspec consumers as the\nrigging filesystem wrappers, so wedged uploads fail into the existing\ntask retry path.\n\nPres\n[…]\nreWeave endpoints and explicit\ncaller-supplied `FSSPEC_S3` values.\n\nFixes #6719\n\n---------\n\nCo-authored-by: Rafal Wojdyla <ravwojdyla@gmail.com>\nCo-authored-by: Russell Power <russell.power@gmail.com>",
          "is_bot": false,
          "headline": "[rigging] Add timeouts to ambient S3 config (#7547)",
          "author_name": "Rafal Wojdyla (Agent)",
          "author_login": "ravwojdyla-agent",
          "committed_at": "2026-07-23T21:54:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "15775c8c405726b4d36ab5a310dc1f1236db6fb8",
          "body": "…rives (#7567)\n\ntrigger_sources gains a --sources filter so a specific set of datakit\nsources can be re-driven instead of walking all of them; unknown names\nfail fast with the available list. This lets a single failed or missing\nsource be retried, or moved to a different cluster, without re-checking\nevery chain.\n\nCo-authored-by: Rafal Wojdyla <ravwojdyla@gmail.com>",
          "is_bot": false,
          "headline": "[datakit] Add a --sources filter to trigger_sources for targeted re-d…",
          "author_name": "Rafal Wojdyla (Agent)",
          "author_login": "ravwojdyla-agent",
          "committed_at": "2026-07-23T21:45:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "df74715ab12ddfcbd5fd7532fc9947286e64a8a4",
          "body": "Replace the controller's Python endpoint proxy with a Rust/PyO3 listener\nthat\nalways owns the configured public host and port, including production\nport\n10000. Uvicorn now binds an ephemeral loopback port for dashboard, RPC,\nhealth,\nbodyless policy decisions, and remote federation forwarding. The\nco\n[…]\nlog-proxy-handoff-pool.md)\ncontains the balanced baseline, thread/process/Traefik alternatives, and\nreproduction commands.\n\nBuilds on #7533.\n\nCo-authored-by: rjpower <rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[iris] Replace controller endpoint proxy with Rust (#7537)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-23T21:14:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0697b4f0ea14df35a8d55f812550c0641cd70d85",
          "body": "…#7546)\n\nDesign proposal for a fixed operator vocabulary in the iris CLI,\nmotivated by the\ncw-us-east-02a job-loss incident (#7542): the CLI could report that 15\njobs had\nfailed but not why any single one did, and no command showed the pod an\nattempt\nowned. Debugging fell through to raw SQL over tas\n[…]\nt\nstop\nshould fold into the uniform verb, the process-group dissolution, and\nwhere to\nsplit the PRs.\n\nPart of #7543.\n\n---------\n\nCo-authored-by: Russell Power <607207+rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[iris] Propose a uniform noun-verb vocabulary for operator commands (…",
          "author_name": "weaverbot",
          "author_login": "weaverbot",
          "committed_at": "2026-07-23T21:06:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "59f64fcd7e49f0ba2e2beb6a1b315046e348bcf1",
          "body": "Raise the ceiling on a scoped endpoint /proxy token's TTL from 24 hours\nto\n7 days. A long-running datagen or eval server renews its endpoint lease\nand\nstays healthy for days, but the capability token embedded in its\napi_base is\nminted once and was capped at 24 hours, so callers began getting 401s\nwh\n[…]\nll 1 hour,\nand the\niris endpoints mint and marin-serve CLIs still request 24 hours unless a\ncaller\nasks for more.\n\nFixes #7551.\n\nCo-authored-by: Russell Power <607207+rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[iris] Allow endpoint capability tokens up to a week (#7561)",
          "author_name": "weaverbot",
          "author_login": "weaverbot",
          "committed_at": "2026-07-23T19:36:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a8d6ace0d1693969e772d7101632730a90ead7fb",
          "body": "The infra dashboard's commit panel crashed with \"Expected one data frame\ncontaining short_oid; received 0\" whenever the bridge's /github/builds\nroute\nreturned no data. That route runs a GraphQL query, which GitHub requires\nauth\nfor even on public repos, so it depended on a long-lived personal token\n\n[…]\nsecret, then deploy. The old\nmarin-status-page-github-token secret can then be deleted. See\ninfra/grafana/README.md.\n\n---------\n\nCo-authored-by: Russell Power <607207+rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[grafana] Authenticate infra panels with a GitHub App token (#7557)",
          "author_name": "weaverbot",
          "author_login": "weaverbot",
          "committed_at": "2026-07-23T17:56:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cb520d84b482e88a8550fd2fe3cfb20ce203ddf0",
          "body": "Manage the loom.oa.dev GCE host, retained data disk, reserved address,\nCloudflare record, Secret Manager shell, Artifact Registry, and\nscheduled disk snapshots through the protected `marin-loom` Pulumi\nstack. Secret payloads stay outside Pulumi state.\n\nEach update builds the local Loom worktree for \n[…]\ned in Pulumi or Secret Manager.\n\nThe migration and restart design is recorded at\nhttps://loom.rjp.io/s/0h363ack/artifacts/design.\n\n---------\n\nCo-authored-by: rjpower <rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[infra] Manage Loom deployment with Pulumi (#7528)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-23T17:07:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "89d09abe08963521591720f48ed3cce9e8719410",
          "body": "Resolve a running attempt's pod by trying the current uid-embedded name\nand falling back to the pre-uid name, instead of recomputing only the\ncurrent name.\n\n#7518 added `attempt_uid` to the pod name. Migration 0027 backfills\n`attempt_uid` for every attempt, so attempts dispatched before that\ndeploy \n[…]\ne pod-name\nderivation, since the name is recomputed at poll time rather than\nrecorded at dispatch. Recording the name on the attempt row would remove\nthat class of break; this change does not do that.",
          "is_bot": false,
          "headline": "[iris] Find task pods named before the name embedded attempt_uid (#7542)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-23T03:32:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c8b40937fa9490982f3fb2e86b224b889cd63786",
          "body": "Kubernetes finelog mirrors could spend more than a minute reopening a\nnetwork-backed store, while liveness began after 15 seconds. An ingest\nor compaction stall could therefore turn one slow recovery into a\nrepeated restart loop.\n\nReserve 2 CPUs and 16 GiB of memory for every Kubernetes finelog\ndepl\n[…]\ns and\nlimits, probe presence, PVC provisioning, and recent matching Kubernetes\nwarnings. The runbook now distinguishes liveness-driven exit 137 from\nOOM and shows how to read the startup phase events.",
          "is_bot": false,
          "headline": "[finelog] Stabilize Kubernetes mirrors under ingest bursts (#7540)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-23T03:16:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1e1b30e762eaff79568c01eb255447edbeb474e6",
          "body": "Apply Cloud Run's default min/max instance limits at service level. The\nservice\nkeeps one warm instance and caps traffic-serving revisions at one\ncombined\ninstance instead of applying both limits independently to every\nrevision.\n\nZero-traffic, untagged revisions remain retained because they do not\nconsume\nresources. Cloud Run may temporarily overlap instances while a new\nrevision\nbecomes ready.\n\nCo-authored-by: rjpower <rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[iac] Apply Cloud Run scaling at service level (#7538)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-23T02:22:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "75f12cac8ca410f39f3d2b0a4c88764786818f8b",
          "body": "Read one row from the marin finelog `log` namespace to exercise the\nrotated-log query path, and expose CoreWeave mirror readiness on the K8s\ndashboard. Kubernetes calls `/health` for finelog readiness and\nliveness; the Grafana bridge discovers each mirror through the read-only\nKubernetes API without\n[…]\n stays NotReady, mirror discovery fails, or the health\ndatasource fails. The critical route uses the existing Slack and email\ncontact point.\n\nCo-authored-by: rjpower <rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[grafana] Monitor finelog fleet health (#7536)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-23T01:47:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2a72199e1ab5d6e5654433f7086e7b0d7c8e800a",
          "body": "Raise Kueue's Kubernetes-client limit from its 20-QPS/30-burst defaults\nto an Iris-wide default of 100 QPS/200 burst, while retaining typed\nper-cluster overrides. The July 22 `cw-rno2a` outage was not an OOM:\nevent writes waited more than 11 seconds during a roughly\n4,843-Pod/3,080-Workload resync, \n[…]\ns. The 59 focused tests,\nchanged-file lint and type checks, local proxy smoke, Pulumi previews,\nand the agentic lint review pass.\n\n---------\n\nCo-authored-by: rjpower <rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[infra] Stabilize CoreWeave control planes (#7533)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-23T00:57:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b75188b9cb0dbb7912023e484808bc43b4ec296f",
          "body": "Resubmitting a job whose previous run left a pod behind failed instantly\nwith the previous attempt's log tail. Pod names were deterministic in\n(task_hash, attempt_id), and attempt_id resets to 0 on resubmit, so the\nfresh attempt collided with the stale pod; pod apply was\ncreate-if-absent, so it kept\n[…]\nt_uids_for) and TaskTarget so\npoll/profile/exec rebuild the name. Empty uid keeps the pre-uid name for\nnon-dispatch paths.\n\nFixes #7516\n\n---------\n\nCo-authored-by: Rafal Wojdyla <ravwojdyla@gmail.com>",
          "is_bot": false,
          "headline": "[iris] Replace stale terminal pod on job resubmit (#7518)",
          "author_name": "Rafal Wojdyla (Agent)",
          "author_login": "ravwojdyla-agent",
          "committed_at": "2026-07-22T23:14:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "384409ced3179fd301c1d3ca54acf6f635bfa430",
          "body": "Prevent the CUTLASS DSL base and CUDA-specific library wheels from installing overlapping files with different contents. The extracted fix makes the incompatible base variant unsatisfiable while retaining the CUDA-specific wheel",
          "is_bot": false,
          "headline": "deps: prevent CUTLASS DSL CUDA wheel shadowing (#7491)",
          "author_name": "Matt Wittmann",
          "author_login": "mcwitt",
          "committed_at": "2026-07-22T22:55:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "150c9f5b703bb9fdddd15e767a92048540a33e61",
          "body": "…502)\n\n🤖 Completes the CoreWeave IaC rollout: every cluster (`cw-us-west-04a`,\n`cw-us-east-02a`, `cw-rno2a`, `cw-us-east-08a`) is now adopted into\n`gs://marin-iac-state` and the sole owner of its RBAC/NodePools, and the\n`infra/pulumi` docs are reworked to reflect the finished state instead\nof the in\n[…]\nchange).\nRelates to #6961 (still open — this PR does not add the cross-service\nkey-provisioning script it asks for).\n\n---------\n\nCo-authored-by: Russell Power <607207+rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[iac] Adopt all CoreWeave clusters into Pulumi state; rework docs (#7…",
          "author_name": "Will Moss",
          "author_login": "wmoss",
          "committed_at": "2026-07-22T22:23:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e76a8a38f8b4062ae31f6fb888f82de8966ef03d",
          "body": "…s (#7521)\n\nAdd a \"GPU rack tray inventory\" table and horizontal bar chart to\nk8s.json,\nfed by a new /k8s/gpu_racks bridge route that groups GB200 NVL72 nodes\n(nvidia.com/gpu capacity, instance type containing \"gb200\") by their\nCoreWeave physical rack, reporting trays registered vs. Ready per rack.\n\n[…]\nughout: built the real image, ran it standalone and\nagainst the fixture bridge, and rendered every affected dashboard to\nconfirm panels resolve and previously-blank or wrong columns show\ncorrect\ndata.",
          "is_bot": false,
          "headline": "[grafana] Add rack alerting, home dashboard, and dedupe drifted panel…",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-22T22:09:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f7b45afe8adeb41a0a5bba2e5cc462aaac74cb75",
          "body": "duckdb is only used by the SEC-EDGAR shard reader (added in #7520), so\nit does not belong in every marin install. Move it from the core\ndependencies to the `datakit` optional extra, alongside luxical/faiss,\nand import it lazily inside the reader so importing datakit sources no\nlonger requires duckdb\n[…]\nitance path\nmirrors the validated reference_pipeline pattern but was not re-run on a\ncluster in this change; a datakit download smoke confirms it.\n\nCo-authored-by: Rafal Wojdyla <ravwojdyla@gmail.com>",
          "is_bot": false,
          "headline": "[datakit] Move duckdb off marin core deps into the datakit extra (#7522)",
          "author_name": "Rafal Wojdyla (Agent)",
          "author_login": "ravwojdyla-agent",
          "committed_at": "2026-07-22T21:41:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "09222d68e9eaa79531a05785257a915427e46852",
          "body": "…7520)\n\nSEC-EDGAR shards store multi-MB documents in the `content` column, whose\nper-page parquet statistics produce page headers that PyArrow 23's\nThrift decoder cannot deserialize -- `Couldn't deserialize thrift: No\nmore data to read` (apache/arrow#46404) -- even with the string and\ncontainer size\n[…]\n shard reads fully via DuckDB\nand re-encodes to a pyarrow-readable file with the schema preserved.\nAdds `duckdb` as a marin dependency.\n\n---------\n\nCo-authored-by: Rafal Wojdyla <ravwojdyla@gmail.com>",
          "is_bot": false,
          "headline": "[datakit] Read SEC-EDGAR shards with DuckDB for giant page headers (#…",
          "author_name": "Rafal Wojdyla (Agent)",
          "author_login": "ravwojdyla-agent",
          "committed_at": "2026-07-22T21:21:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "69a7678003b00dbdd4130e89508f5ba209bb2995",
          "body": "`evaldash` was the only one with state in `gs://marin-iac-state`, which\nwas migrated. The other two had no state, so they were just init'd with\nkms.\n\nFixes #7459",
          "is_bot": false,
          "headline": "[pulumi] Move everything to KMS (#7511)",
          "author_name": "Will Moss",
          "author_login": "wmoss",
          "committed_at": "2026-07-22T20:41:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bccc4ca7ab0fc0508009a272672b4c1849257a73",
          "body": "Replace seven paired Claude invocation and result-classification\nsequences with `marin-style/actions/consult-agent@main`. The shared\naction owns `continue-on-error`, treats only quota exhaustion as a\nskipped consultation, and propagates other Claude failures. It also\nforwards structured output for t\n[…]\nies. The Iris-specific canary triage and\nPulumi deployment actions remain in the monorepo.\n\nDepends on marin-community/marin-style#9, which must merge first so the\nfloating `@main` reference resolves.",
          "is_bot": false,
          "headline": "Use shared consult-agent and Slack actions (#7515)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-22T19:44:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c26285a61654a9e6a9029cfdb3d018badc35d71c",
          "body": "Disable Marin's legacy prose-cleanup workflow. Its automated edits to\nagent-generated issue and pull request descriptions are causing unwanted\nchanges. The workflow stays in place so it can be re-enabled later, and\nwill not run until the marin-style cleanup action is reviewed.\n\n---\n[Original\ndescription](https://github.com/marin-community/marin/pull/7509#issuecomment-5049558378)\n<!-- marin-prose-cleanup -->\n\n---------\n\nCo-authored-by: rjpower <rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Disable automated prose cleanup (#7509)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-22T17:58:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b117d2279e6b2b8db7bc62dee95366d7b95aafab",
          "body": "Pass the current PR or issue body to the prose cleanup model as\ndelimited,\nuntrusted source text. The model previously received only instructions\nand\nrepository read access, so it could return a request for the missing\ndescription\nthat the cleanup job then published.\n\nFixes #7503\n\nCo-authored-by: Will Moss <187472+wmoss@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[ci] Pass descriptions to prose cleanup (#7508)",
          "author_name": "weaverbot",
          "author_login": "weaverbot",
          "committed_at": "2026-07-22T17:37:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ea497311cc0f6b8b6d7ad7b4ca9b8a38c02af250",
          "body": "Replace the pretrain-only reference with a two-pass driver that runs a\ntestbed sample through full datakit processing, a tiny pretrain over the\nresulting per-(cluster, quality) store, and an eval readout: the \"does\nthe whole path still work, and what does my change do to the numbers\"\nharness. Inject\n[…]\ns`, but Grug\nwrites orbax checkpoints with no HF export, so `--stop-after` defaults\nto `train` until that export exists.\n\nPart of #7273\n\n---------\n\nCo-authored-by: Rafal Wojdyla <ravwojdyla@gmail.com>",
          "is_bot": false,
          "headline": "[references] canonical e2e pipeline: datakit -> pretrain -> eval (#7461)",
          "author_name": "Rafal Wojdyla (Agent)",
          "author_login": "ravwojdyla-agent",
          "committed_at": "2026-07-22T02:22:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6de71f95acf6babb2ad02a37c9673c433b4b2bfc",
          "body": "Global labels merged over each metric's own labels, so a metric\nlabelling its own\nseries `source=...` lost that label — twice, since `source`/`run` were\nthen popped into\ntheir typed columns. A colliding global of any other name overwrote it\nonce.\n\nFixes #7497",
          "is_bot": false,
          "headline": "[telltale] Let a metric's own labels win inside its label map (#7498)",
          "author_name": "Romain Yon",
          "author_login": "yonromai",
          "committed_at": "2026-07-22T01:58:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b66edbc5f6cc9b21dce1702a655398675237d0a5",
          "body": "Log the telltale listener address before Uvicorn startup so Iris JAX\ntasks record\nthe ephemeral port even if startup or endpoint registration fails.\n\nWarn when a task lacks the Iris controller client needed to register its\ntelltale endpoint. The investigated 16-task Grug job reached\n`initialize_jax`\non every task but recorded no telltale startup line.\n\nhttps://loom.oa.dev/s/wmgnmw24",
          "is_bot": false,
          "headline": "[iris] Log telltale listener startup (#7501)",
          "author_name": "weaverbot",
          "author_login": "weaverbot",
          "committed_at": "2026-07-22T01:44:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39023401ea317cb78de431df9c7591dd5850b86c",
          "body": "Treat Claude quota exhaustion as a skipped agent run instead of a build\nfailure. CLI callers classify JSON HTTP 429 results; action callers\nclassify the execution trace after the agent step and emit a rate-limit\nwarning. Malformed output and non-rate-limit failures remain red.\n\nThe autofix job loads\n[…]\nain`\nbecause its working tree contains pull request code. The prose cleanup\npublisher does not run without structured output, and failed cleanup\nscouts no longer report successful no-ops.\n\nFixes #7486",
          "is_bot": false,
          "headline": "[ci] Distinguish Claude rate limits from agent failures (#7496)",
          "author_name": "weaverbot",
          "author_login": "weaverbot",
          "committed_at": "2026-07-22T01:35:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a86c1c9af2cc2ce421d685f0efc998e7ec4429cd",
          "body": "Set Grafana's GF_SERVER_ROOT_URL from custom_domain. Grafana otherwise\nemits alert source and silence links using its localhost:8080 listener;\nproduction alerts now use https://grafana.oa.dev.\n\nhttps://loom.oa.dev/s/el4yb1y6\n\nCo-authored-by: Russell Power <607207+rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[grafana] Set alert links to the public domain (#7500)",
          "author_name": "weaverbot",
          "author_login": "weaverbot",
          "committed_at": "2026-07-22T01:35:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "127757547ca46b5b4ca299b982b57c3f603f4914",
          "body": "… (#7499)\n\nThe SEC-EDGAR downloader passed a bare `s3://` string to\n`pq.ParquetWriter`, so pyarrow built a default S3 client using\npath-style addressing. CoreWeave object storage only accepts\nvirtual-hosted requests and rejects the multipart upload that large\nshards trigger (`CreateMultipartUpload` \n[…]\nuet_sink` for reuse\noutside the module. Verified against `s3://marin-us-east-02a` on\ncw-rno2a: the path-style rejection is gone and shards upload.\n\nCo-authored-by: Rafal Wojdyla <ravwojdyla@gmail.com>",
          "is_bot": false,
          "headline": "[datakit] Write SEC-EDGAR shards through a virtual-host S3 filesystem…",
          "author_name": "Rafal Wojdyla (Agent)",
          "author_login": "ravwojdyla-agent",
          "committed_at": "2026-07-22T00:56:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "71dd3fad6d93c349c0ecda289ae807715e7f4438",
          "body": "…t-format wiring (#7455)\n\nAdd the Qwen3 tools-aware opencode chat template and a\n`ChatLmDatasetFormat` builder for Levanter SFT. `{% generation %}`\nmarkers cover assistant reasoning, content, tool calls, and `<|im_end|>`\nwhile leaving the assistant header prompt-side, enabling\n`mask_user_turns=True`\n[…]\n------\n\nCo-authored-by: Benjamin Feuer <penfever@gmail.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nCo-authored-by: Russell Power <607207+rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(sft): opencode tools-aware chat template resource + Levanter cha…",
          "author_name": "Ben Feuer",
          "author_login": "penfever",
          "committed_at": "2026-07-21T23:48:41Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "baf7abe9df902cb13c52f45c852f9caaf1350cbf",
          "body": "Configure stock and Marin-fork CUDA vLLM subprocesses to force boto3\nvirtual-hosted S3 addressing. `marin-serve`'s default 14-day model cache\nturns Hugging Face model IDs into regional `s3://` paths, and CoreWeave\nrejects Run:ai's default path-style `ListObjectsV2` requests with\n`PathStyleRequestNot\n[…]\nive H100. The readiness chat probe\nreturned 200 and Iris registered the endpoint. The temporary job was\nstopped after validation.\n\n---------\n\nCo-authored-by: rjpower <rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[inference] Use virtual-hosted S3 for stock GPU vLLM (#7487)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-21T23:24:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9d68cf0caca334a8c48363546594aee1fa914260",
          "body": "Accept wire-form prefixes such as `/power/` in `iris job stop --prefix`\nand\n`iris job kill --prefix`. Prefixes no longer pass through `JobName`\nparsing,\nwhich rejected namespace prefixes ending in `/`.\n\nResolve nonterminal matches through one client path for both dry-run and\nlive\ntermination. Prefix\n[…]\n instead of echoing the input prefix as one\njob.\n\nOn the production Marin controller, `/power/` matched 10 active jobs.\nThe live\nstop terminated all 10, and a second dry-run found zero active matches.",
          "is_bot": false,
          "headline": "[iris] Accept namespace prefixes in job stop (#7485)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-21T22:43:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b22baf7b5bd5298faa2e944d8072ffed260f4561",
          "body": "Remove the controller-wide 100-connection cap shared by all proxied\nendpoints. Long-running federated inference calls exhausted that pool\nand made later capability requests wait for their full 600-second\ntimeout; traffic to one CoreWeave peer also blocked every other peer.\n\nKeep connection reuse dis\n[…]\ns after dispatch, while a\nseparate client reached the peer ingress in 0.35 seconds. Transport\nerrors now log their exception representation so empty-string exceptions\nremain identifiable.\n\nFixes #7448",
          "is_bot": false,
          "headline": "[iris] Remove the endpoint proxy connection cap (#7479)",
          "author_name": "weaverbot",
          "author_login": "weaverbot",
          "committed_at": "2026-07-21T22:01:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f8afdb3700ee92de085fb1ce3c3dec6213379f2f",
          "body": "…e (#7395)\n\n* reworks #7222 (`--profile nsys`), which landed too embedded in the\nscheduler: ~500 LOC of nsys inside iris and a per-task nsight install\nthat never cached (task workdir is an emptyDir)\n* iris no longer injects profiling or multi-process GPU setup; both are\nhooks a caller composes into \n[…]\nep tree from source. this was\nalready latent — the weekly job published amd64-only and the multi-arch\ntags were being restored by hand.\n\n---------\n\nCo-authored-by: Rafal Wojdyla <ravwojdyla@gmail.com>",
          "is_bot": false,
          "headline": "iris: shed profiling from the scheduler; bake nsys into the task imag…",
          "author_name": "Rafal Wojdyla (Agent)",
          "author_login": "ravwojdyla-agent",
          "committed_at": "2026-07-21T22:00:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f1e26bdb524903e7885fa45244bb1c9ca569e232",
          "body": "…ser (#7470)\n\n`username_segment()` now resolves the launch identity carried in\n`MARIN_PROVENANCE` (`built_by`, stamped into the job env by the\nsubmitting client since #7000) before falling back to the OS login. On\nan Iris worker the OS login is `root`, so `users/<seg>/` checkpoints\nfrom remote runs \n[…]\n/marin-community/marin/pull/7470\n\n<!-- Synced with\nhttps://gist.github.com/7d313123371f2a3f958abbb91382093a/4efede702b7bd8453996f8ca7d7eecccbfa04e3f\nvia [ghpr](https://github.com/runsascoded/ghpr) -->",
          "is_bot": false,
          "headline": "[rigging] `username_segment`: prefer launch identity over worker OS u…",
          "author_name": "Ryan Williams",
          "author_login": "ryan-williams",
          "committed_at": "2026-07-21T21:56:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "080bf0cdcf36af375c85fa98703adb2216bccf61",
          "body": "…471)\n\nGet cw-us-east-02a, cw-rno2a, and cw-us-east-08a ready for real Pulumi\nadoption (matching cw-us-west-04a already), and remove the Iris\ncontroller code that would otherwise fight Pulumi for ownership of RBAC\nand NodePools.\n\nVerified and fixed provisioning drift against live `pulumi preview` on\n[…]\negion).\n\nThe controller no longer creates RBAC and NodePools on every start; it\nonly verifies they exist and fails fast naming what's missing, so it can\nnever fight Pulumi for ownership of them again.",
          "is_bot": false,
          "headline": "[iac] Ready CoreWeave clusters for pulumi up; cede RBAC/NodePools (#7…",
          "author_name": "Will Moss",
          "author_login": "wmoss",
          "committed_at": "2026-07-21T21:47:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "55ceabbfcacdb28ed0c3a6c6a75257c1286a14ed",
          "body": "Preserve the active jobs-list query when navigating into job details and\nwhen following the Jobs or parent-job breadcrumb. User, name, state,\nsort, page, backend, and cluster filters now survive the round trip.\n\nKeep plain `uv run pytest` as the safe local path. Root defaults now\nalso exclude Iris `\n[…]\nger replaces the full configured marker\nexpression with `-m \"not slow\"`, which can select live-cluster tests.\n\nFixes #7473\n\n---------\n\nCo-authored-by: Will Moss <187472+wmoss@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[iris] Preserve job filters and safe local test defaults (#7477)",
          "author_name": "weaverbot",
          "author_login": "weaverbot",
          "committed_at": "2026-07-21T21:46:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "91e6d76b41434204e6dc75b5d564b791afca87fb",
          "body": "Match `iris job stop` and `iris job kill` targets exactly by default.\nPrefix matching now requires `--prefix`; `--exact` is also available\nexplicitly. Exact cancellation continues to cascade through true child\njobs in the controller without selecting sibling job IDs that merely\nshare characters.\n\nWh\n[…]\np to five prefix matches in the\nCLI error. Scripts and agents receive candidate IDs without taking\naction on them.\n\nFixes #7456\n\nCo-authored-by: Russell Power <607207+rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[iris] Make job termination exact by default (#7478)",
          "author_name": "weaverbot",
          "author_login": "weaverbot",
          "committed_at": "2026-07-21T21:45:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7cb0ae696c65061eb342746d6c7d92d38347f487",
          "body": "…xport (#7458)\n\n`to_hf_config` wrote two spellings for 11 fields, so a published\n`config.json` said most things twice. The backends disagree on which\nname wins, and once an artifact is on the Hub, keys can be added but\nnever removed. It now emits one name per field: universal transformers\nspellings \n[…]\nng gate — byte-identical inputs gave 0.0925 and\n0.0964 across two runs.\n\nDelete the old `781bc329` tree once this merges.\n\n---------\n\nCo-authored-by: yoblin <268258002+yoblin@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[grug] Emit a single config.json name per field for the Snowball HF e…",
          "author_name": "Romain Yon",
          "author_login": "yonromai",
          "committed_at": "2026-07-21T21:30:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "26f32165e05769f6f30ea5ac81fffac39fc33a19",
          "body": "…ss 1 directory (#7472)\n\nBumps the uv group with 1 update in the /infra/probes directory:\n[pyasn1](https://github.com/pyasn1/pyasn1).\n\nUpdates `pyasn1` from 0.6.3 to 0.6.4\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/pyasn1/pyasn1/releases\">pyasn1's\nrele\n[…]\n//github.com/marin-community/marin/network/alerts).\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump pyasn1 from 0.6.3 to 0.6.4 in /infra/probes in the uv group acro…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-21T21:12:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fcfd46bb9e411a1b7e2fc8f66e0c9c04b69103f9",
          "body": "Restore the high-density infrastructure cockpit inside Grafana. The\nfirst viewport now carries the seven-day nightly matrix with duration\nand direct workflow links, an equal-width main-CI history, current\nservice and workload health, and aggregate fleet capacity. Detailed\nfleet, provisioning, contro\n[…]\n.rjp.io/s/aoe4sxhi/artifacts/infra-operations-screenshot,\nhttps://loom.rjp.io/s/aoe4sxhi/artifacts/infra-hero-training-screenshot\n\n---------\n\nCo-authored-by: rjpower <rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Restore compact Grafana infra dashboard (#7469)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
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          "body": "test_auto_page_sizing_uses_explicit_axis_resources builds a mesh of\njax.device_count() and shards the cache kv_head axis over it, while\nDummyModel.initial_cache asked for a fixed Axis(\"kv_head\", 1).\nKvPageCache.init\npacks K and V into a single 2 * kv_heads axis, so the materialized axis\nwas\nalways 2\n[…]\n/levanter/**, so it is skipped on main\nand the\nbreakage surfaced only as a red required check on PRs touching levanter.\n\nFixes #7467\n\nCo-authored-by: yoblin <268258002+yoblin@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[levanter] Size the test KV cache to the device count (#7468)",
          "author_name": "Romain Yon",
          "author_login": "yonromai",
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          "oid": "180d5beb835f91dc42e521731bbdf94ff9c5ae60",
          "body": "Allow shared Grug training jobs to tolerate 10 cumulative task failures\nand June v4-2048 hero runs to tolerate 100 before Iris fails the job.\nThis lets the existing per-task failure retries reschedule the gang\nafter transient JAX coordination-service crashes without adding a\nsupervisor process.\n\nFixes #7430\n\n---------\n\nCo-authored-by: loom <claude-max-1@openathena.ai>\nCo-authored-by: Russell Power <russell.power@gmail.com>",
          "is_bot": false,
          "headline": "[iris] Increase Grug task failure budgets (#7451)",
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          "author_login": "weaverbot",
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          "oid": "f9ea9385b0c9ee9beb8ccf4e45536c4f997654d1",
          "body": "* fixes marin-community/marin#7431\n* enforce `--timeout` for gang jobs on the K8s backend, which previously\nhad no wall-clock timeout enforcement — a hung gang held its GPU nodes\nindefinitely\n* the controller's execution-timeout scan was gated on the cluster\nhaving a worker-daemon backend (`controll\n[…]\never runs — which is why it was\ndeliberately dropped for gangs.\n\n---------\n\nCo-authored-by: Rafal Wojdyla <ravwojdyla@gmail.com>\nCo-authored-by: Russell Power <607207+rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "iris: enforce execution timeout for K8s gang jobs (#7432)",
          "author_name": "Rafal Wojdyla (Agent)",
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          "body": "Make agent-authored issues, commits, and pull requests read as permanent\nchangelog entries: lead with changed behavior and rationale, retain\nconcrete symptoms, benchmarks, baselines, and caveats, and remove\nheadings, diff and test inventories, hype, and rhetorical framing.\nLength follows useful info\n[…]\nsher archives the exact prior\ndescription in a bot comment, links it from the edited body, and uses\ncontent hashes, byte limits, and stale-body checks to avoid duplicate\narchives or overwritten edits.",
          "is_bot": false,
          "headline": "[agents] Enforce concise GitHub prose (#7457)",
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          "body": "Replace quick serve and the separate brokered vLLM launcher with one\ninference lifecycle for vLLM and Levanter. `local_inference` starts the\nselected backend on the current host; `remote_inference` submits it\nthrough Iris and selects direct transport for one instance, brokered\ntransport for multiple\n[…]\nies explicit axis resources through KV-cache sizing\nand caps automatic page allocation at the maximum addressable by active\nsequence slots, preventing unusable cache pages from exhausting runtime\nHBM.",
          "is_bot": false,
          "headline": "[inference] Unify local and Iris serving (#7452)",
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          "oid": "bbceebfea0765407c68b8376f269578198584a4c",
          "body": "…ing (#7449)\n\nWires the new baseline benchmark set into the `experiments/evaluation`\nlauncher, adds a version label and description to every eval run, and\nreshapes evaldash to report results by model version and by launch.\n\n## Benchmark suite + launcher\n\nNew evals in the registry:\n- The 14-task lm-e\n[…]\nh, and FinanceBench are not yet runnable\non the pinned image/fork and remain follow-ups.\n\nSession: https://loom.rjp.io/s/kp3vv76j\n\n---------\n\nCo-authored-by: rjpower <rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[evals] Baseline benchmark suite, run versioning, and evaldash report…",
          "author_name": "Russell Power",
          "author_login": "rjpower",
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          "body": "…he npm_and_yarn group across 1 directory (#7441)\n\nBumps the npm_and_yarn group with 1 update in the /lib/ducky/dashboard\ndirectory:\n[brace-expansion](https://github.com/juliangruber/brace-expansion).\n\nUpdates `brace-expansion` from 2.1.1 to 2.1.2\n<details>\n<summary>Commits</summary>\n<ul>\n<li><a\nhre\n[…]\n//github.com/marin-community/marin/network/alerts).\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump brace-expansion from 2.1.1 to 2.1.2 in /lib/ducky/dashboard in t…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-21T03:39:05Z",
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          "oid": "faa01241a9ab75da9aef47e4462bac091aa85126",
          "body": "Bumps the npm-security group with 1 update in the /lib/iris/dashboard\ndirectory:\n[brace-expansion](https://github.com/juliangruber/brace-expansion).\nBumps the npm-security group with 1 update in the /lib/finelog/dashboard\ndirectory:\n[brace-expansion](https://github.com/juliangruber/brace-expansion).\n[…]\n//github.com/marin-community/marin/network/alerts).\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump the npm-security group across 2 directories with 1 update (#7442)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-20T23:47:19Z",
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          "oid": "10161db9ec4f482cc68e15dbf41fea0e58839c6f",
          "body": "…irectory (#7446)\n\nBumps the uv-security group with 1 update in the / directory:\n[pillow](https://github.com/python-pillow/Pillow).\n\nUpdates `pillow` from 12.2.0 to 12.3.0\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/python-pillow/Pillow/releases\">pillow\n[…]\n//github.com/marin-community/marin/network/alerts).\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump pillow from 12.2.0 to 12.3.0 in the uv-security group across 1 d…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
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        {
          "oid": "664f38030555af267dec3280a4223a1833c2e977",
          "body": "Moves the shared cluster IaC project from `infra/iac` to `infra/pulumi`\nwithout changing the `marin-iac` Pulumi project name or existing\nresource URNs. Updates workspace, service, Iris, permissions, and\ndesign-document paths.\n\nAdds an independent `marin-github` Pulumi project and `marin-community`\ns\n[…]\nuction stack now\ncontains that protected grant.\n\nAdds `pulumi-github` to the deploy extra and behavior coverage for stack\nparsing, workflow resolution, live drift, and read-only resource\nregistration.",
          "is_bot": false,
          "headline": "[iac] Move infrastructure to Pulumi resources (#7438)",
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          "body": "Two small, independent fixes to shared test/CI infrastructure, found\nwhile chasing CI flakiness on #5963. Neither touches anything specific\nto that PR — pulling them out here so they can land on their own.\n\n**`tests/conftest.py`**: the `fray_client` autouse fixture created a\nfresh `LocalClient` per \n[…]\nng rows with nothing in the logs to explain\nit. `close()` now logs a warning naming the table and the number of\nundelivered rows when this happens, so the failure mode is observable\ninstead of silent.",
          "is_bot": false,
          "headline": "Fix two flaky-test races surfaced while testing #5963 (#7443)",
          "author_name": "Will Moss",
          "author_login": "wmoss",
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          "body": "Grant the Grafana WIF deploy identity only the downstream capabilities\nexercised by its Pulumi stack: Secret Manager metadata visibility plus\nper-secret IAM policy management, Writer on the `marin-grafana` Artifact\nRegistry repository, and a custom role limited to IAP web-service policy\nmanagement. \n[…]\nhe workflow\ninjects the secret values for submit-time resolution while WIF continues\nto provide GCP authentication and Iris token minting. The Ducky stack\npreviews its expected first service creation.",
          "is_bot": false,
          "headline": "[iac] Complete Grafana and Ducky WIF deploys (#7444)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
          "committed_at": "2026-07-20T22:27:05Z",
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          "oid": "3a15d651018d65050ac7acca229691629150820d",
          "body": "Move Ducky and Grafana deployment authentication from repository\nservice-account keys and the Secret Manager Pulumi passphrase to\nexact-main-branch Workload Identity Federation and KMS-backed Pulumi\nstack secrets.\n\nAdd a dedicated `marin-permissions` stack that owns only protected,\nadditive IAM memb\n[…]\nrd the selected live Compute Admin and KMS human grants as an inert,\nread-only configuration snapshot, with guidance for adopting reviewed\nentries later through non-authoritative IAM member resources.",
          "is_bot": false,
          "headline": "[iac] Use WIF and KMS for service deploys (#7440)",
          "author_name": "Russell Power",
          "author_login": "rjpower",
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          "oid": "00ba94d9bb0a98ee9e6d7e60608a27ba927746a4",
          "body": "Detect CoreWeave pods that remain past their Kubernetes deletion\ndeadline and expose classified termination candidates in the Kubernetes\nGrafana dashboard. A warning alert selects only node-bound, nonterminal\nGPU pods without finalizers, groups them by node, and includes the\ncanonical Iris attempt e\n[…]\nconfirmed reboot completion before\nforce-deleting a stale pod object, and restores scheduling only after\nnode health checks pass.\n\n---------\n\nCo-authored-by: rjpower <rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[grafana] Monitor stuck GPU pod terminations (#7439)",
          "author_name": "Russell Power",
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          "oid": "90d307373224e4c9c7732fa114989794d222f6a4",
          "body": "Add sf.office.shared.openathena@gmail.com to the Grafana IAP viewer\nallowlist so the San Francisco office dashboard TV can reach\ngrafana.oa.dev. The existing individual and openathena.ai domain grants\nremain unchanged.\n\nSession: https://loom.rjp.io/s/zurltagy\n\nCo-authored-by: rjpower <rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[grafana] Grant dashboard TV IAP access (#7437)",
          "author_name": "Russell Power",
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          "headline": "[coral] Generalize TPU batch calibration for tensor parallelism (#7380)",
          "author_name": "Eric Czech",
          "author_login": "eric-czech",
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          "body": "… (#6895)\n\n* every reference-pipeline step's `hash_attrs` is now a complete,\nregion-independent cache identity: it carries every parameter its `fn`\nreads, and no region-specific `gs://` path\n* content params that were silently un-hashed (changing them served a\nstale cache):\n* `minhash` — the step ha\n[…]\nerived path hashed via the\nshared `build_eval_bloom_step`; fixing it means giving the eval corpus a\ncontent/version tag in the decontam subsystem.\n\nCo-authored-by: Rafal Wojdyla <ravwojdyla@gmail.com>",
          "is_bot": false,
          "headline": "datakit: complete + region-independent reference-pipeline step hashes…",
          "author_name": "Rafal Wojdyla (Agent)",
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          "oid": "cb9d1e630eda298d23c1fd350ec6d980f3232a87",
          "body": "We got Pulumi cleanly importing cw-us-west-04a (formerly ci-coreweave)\nand storing its state in the Pulumi backend on GCS, so we can now manage\nthat cluster's static substrate through Pulumi instead of by hand. This\nshould make importing the rest of the CoreWeave clusters reasonably\nquick, which we \n[…]\neWeave cluster, and it's more useful to over-document the\nreasoning now while it's fresh than to lose it. We'll do a cleanup pass\nto trim these down once the setup has stabilized across more clusters.",
          "is_bot": false,
          "headline": "[iac] Fix CoreWeave IaC review findings (#7356)",
          "author_name": "Will Moss",
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          "oid": "02be9250d83987944fdf3ddc60d6e051548840cc",
          "body": "> _seed: ff32857d_\n>\n> Duplicated blocks—\n> one quiet helper folds them;\n> green tests greet the dawn.\n\nThree independent cleanups found by parallel scouts, cherry-picked onto\none branch.\n\n**lib/levanter — fix Mistral FLOP accounting (real bug).**\n`MistralConfig`\nsubclasses `LlamaConfig` but overrod\n[…]\nt-review\nlanes\ncould not run in this sandbox (no installed dependency environment /\nheadless\nagent CLI), unrelated to these diffs.\n\n---------\n\nCo-authored-by: Nightshift Scout <nightshift@marin.local>",
          "is_bot": true,
          "headline": "[nightshift] 20260720 multi-cleanup (#7428)",
          "author_name": "claude-nightshift[bot]",
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          "body": "* towards https://github.com/marin-community/marin/issues/6687\n* shuffle-based alternative to the map-side clustered store, so the\nstore is born compact instead of ~14.2M tiny leaf caches / ~70M objects\n* the map-side `build_clustered_store` writes one tiny Levanter leaf\ncache per `(input_shard, clu\n[…]\ncreates the ~14.2M tiny intermediate\nobjects — its only intermediate is ~84K scatter files, which is much\nfriendlier to the object store (esp. CW)\n\nCo-authored-by: Rafal Wojdyla <ravwojdyla@gmail.com>",
          "is_bot": false,
          "headline": "datakit: shuffle-based clustered store build (#6725)",
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          "body": "Register the Common Crawl Focus Crawl 2026-22 jusText extraction as a\nDatakit source. The source materializes a local NormalizedData pointer\nby reading the existing CoreWeave S3 artifact, without adding another\ndownload or normalization pipeline.",
          "is_bot": false,
          "headline": "Register Focus Crawl artifact (#7382)",
          "author_name": "William Held",
          "author_login": "Helw150",
          "committed_at": "2026-07-20T18:21:00Z",
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          "body": "Register three components of allenai/dolma3.5_pool as Datakit sources:\ndolma4pdfs, dolma_code, and dolma_code_prose. Each component downloads\nindependently through a directory-scoped Hugging Face glob because the\nfull pool spans nearly 10T tokens and only these sources are needed.\n\nSplit PDF normali\n[…]\n registry precision.\n\n---------\n\nCo-authored-by: William Held <9847335+Helw150@users.noreply.github.com>\nCo-authored-by: Helw150 <wbh230@nyu.edu>\nCo-authored-by: William Held <will.held@openathena.ai>",
          "is_bot": false,
          "headline": "[datakit] Add dolma4pdfs, dolma_code, dolma_code_prose sources (#7119)",
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          "committed_at": "2026-07-20T17:50:49Z",
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          "oid": "d2300a907f592af3905393d88b5f0570e5efd352",
          "body": "…g-driven registry mirrors (#7389)\n\nFollow-on to #7288 (Run Harbor sandboxes as Iris jobs), addressing\nrjpower's review notes: drop the click-context machinery in the iris\nclient connect path, and route public-registry pulls through the AR\npull-through mirrors with a single config-driven map.\n\n`conn\n[…]\no resolve.\n\n---------\n\nCo-authored-by: Russell Power <607207+rjpower@users.noreply.github.com>\nCo-authored-by: loom <claude-max-1@openathena.ai>\nCo-authored-by: Russell Power <russell.power@gmail.com>",
          "is_bot": false,
          "headline": "[iris] Click-free controller endpoint, no implicit tunnels, and confi…",
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          "oid": "d43623fa320b61470f2c0d721c47ded15a000949",
          "body": "Declare always-on Iris services as Pulumi resources, in the same style\nas the grafana Cloud Run deploy, and port ducky as the first one.\n\nThe new `iac.iris` package provides `IrisService`, a component that\nwraps a typed deploy CLI (`iac.iris.deploy up|down`) in a\n`command.local.Command`. The spec (j\n[…]\n replaces. Design\nand review notes: https://loom.oa.dev/s/e4ei3qai\n\n---------\n\nCo-authored-by: Russell Power <607207+rjpower@users.noreply.github.com>\nCo-authored-by: loom <claude-max-1@openathena.ai>",
          "is_bot": false,
          "headline": "IaC for Iris service jobs: IrisService component, ducky ported (#7394)",
          "author_name": "weaverbot",
          "author_login": "weaverbot",
          "committed_at": "2026-07-19T22:48:50Z",
          "body_truncated": true,
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        },
        {
          "oid": "c3a1d30ff65d712a2fac12af1a83f811f951281b",
          "body": "…itters (#7413)\n\nAdds **iris.task_state**: every 30s a cluster-view (k8s) controller\naggregates its waiting/running local tasks per root job —\npending/assigned/building/running counts, `oldest_pending_age_ms`\n(oldest PENDING task since its last requeue or submission), and\n`oldest_building_age_ms` (o\n[…]\nld.\n\nThe Grafana alert catalog (IrisTasksStuckBuilding) consumes the\ntask_state rows in a follow-up PR on the infra/grafana side.\n\n---------\n\nCo-authored-by: rjpower <rjpower@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[iris] Emit iris.task_state finelog rows and consolidate the stats em…",
          "author_name": "Russell Power",
          "author_login": "rjpower",
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      "days_since_latest_release": 56,
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                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
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            "name": "Documentation",
            "note": null,
            "notes": [],
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              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
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                "points": 25,
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                "details": [],
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              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://marin.community",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
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                "status": "met",
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              },
              {
                "key": "topics",
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              },
              {
                "key": "wiki",
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                "points": 10,
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                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
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        "weight": 0.16,
        "metrics": [
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            "key": "security_posture",
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              },
              {
                "key": "branch_protection",
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              },
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                "key": "ci_tests",
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                "status": "missed",
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              },
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                "key": "code_review",
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              },
              {
                "key": "contributors",
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                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
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                "status": "met",
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              },
              {
                "key": "dependency_update_tool",
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                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "license",
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              },
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                "status": "met",
                "details": [],
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              },
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                "key": "packaging",
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                "status": "met",
                "details": [],
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              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
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                "status": "partial",
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              },
              {
                "key": "sast",
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                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
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              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
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                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "53 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
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                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
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            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 2685 resolved dependencies against OSV; 179 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
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                "code": "excluded_no_data",
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              {
                "code": "advisories_scope_repository",
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                }
              },
              {
                "code": "advisories_unassessed",
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                  "count": 179
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              },
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                "code": "advisories_repo_graph_caveat",
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              {
                "code": "advisories_reachability",
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              }
            ],
            "value": 65,
            "inputs": {
              "source": "osv",
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              "affected_packages": 31,
              "assessed_packages": 2685,
              "unassessed_packages": 179,
              "affected_by_severity": "critical 1, high 18, moderate 9, low 1, unknown 2",
              "direct_affected_packages": 2
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            "components": [
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                "key": "direct_dependencies_free_of_known_advisories",
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                "status": "partial",
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                    "code": "advisories_affected",
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                ],
                "max_points": 35
              },
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                "key": "indirect_dependencies_free_of_known_advisories",
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                "status": "excluded",
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                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
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                "status": "met",
                "details": [
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                    "code": "advisories_none_stale",
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            "key": "malicious_dependencies",
            "band": "excellent",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "packages": [],
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              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
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            "components": [
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            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
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            "name": "High-Risk Jurisdiction Exposure",
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            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
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                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 12
            },
            "components": [
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                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
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                    "code": "jurisdiction_no_match",
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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?"
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        "key": "ai_readiness",
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        "weight": 0,
        "metrics": [
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            "inputs": {
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                ],
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                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "legible_commit_history",
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                "status": "met",
                "details": [
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                    "code": "legible_history",
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              "agent_commit_share": 0.01,
              "toolchain_manifests": [
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            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
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                "points": 18,
                "status": "met",
                "details": [
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                    "code": "file_list",
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              },
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                "key": "automated_tests",
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                "points": 22,
                "status": "met",
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              },
              {
                "key": "lint_format_config",
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                "status": "met",
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                "key": "static_type_checking",
                "name": "Static type checking",
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                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
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                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "1 of the last 100 commits agent-authored or agent-credited",
                "points": 2,
                "status": "partial",
                "details": [
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                    "code": "agent_authored_commits",
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                      "sampled": 100
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "4 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
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                    "code": "dependency_bot_commits",
                    "params": {
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                      "sampled": 100
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                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 1,
                "status": "partial",
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            ]
          },
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            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
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            "inputs": {
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              "largest_source_bytes": 190066,
              "source_files_sampled": 2020,
              "oversized_source_files": 33
            },
            "components": [
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                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (infra/evaldash/dashboard/tsconfig.json, infra/grafana/marin-infra-panel/.config/tsconfig.json, infra/grafana/marin-infra-panel/tsconfig.json, lib/ducky/dashboard/tsconfig.json, lib/finelog/dashboard/tsconfig.json, lib/iris/dashboard/tsconfig.json, lib/marin/src/marin/inference/dashboard/tsconfig.json, lib/marin/src/marin/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
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                    "code": "typecheck_config_language",
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                      "files": "infra/evaldash/dashboard/tsconfig.json, infra/grafana/marin-infra-panel/.config/tsconfig.json, infra/grafana/marin-infra-panel/tsconfig.json, lib/ducky/dashboard/tsconfig.json, lib/finelog/dashboard/tsconfig.json, lib/iris/dashboard/tsconfig.json, lib/marin/src/marin/inference/dashboard/tsconfig.json, lib/marin/src/marin/py.typed",
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                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "33/2020 source files over 60KB",
                "points": 54.1,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
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                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
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            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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              "api_schema_files": [
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                "lib/iris/src/iris/rpc/job.proto",
                "lib/iris/src/iris/rpc/query.proto",
                "lib/iris/src/iris/rpc/time.proto",
                "lib/iris/src/iris/rpc/vm.proto",
                "lib/iris/src/iris/rpc/worker.proto"
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            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "lib/finelog/rust/proto/finelog_stats.proto, lib/finelog/rust/proto/logging.proto, lib/finelog/src/finelog/proto/finelog_stats.proto, lib/finelog/src/finelog/proto/logging.proto, lib/iris/src/iris/rpc/actor.proto, lib/iris/src/iris/rpc/controller.proto, lib/iris/src/iris/rpc/errors.proto, lib/iris/src/iris/rpc/iris_logging.proto, lib/iris/src/iris/rpc/job.proto, lib/iris/src/iris/rpc/query.proto, lib/iris/src/iris/rpc/time.proto, lib/iris/src/iris/rpc/vm.proto, lib/iris/src/iris/rpc/worker.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lib/finelog/rust/proto/finelog_stats.proto, lib/finelog/rust/proto/logging.proto, lib/finelog/src/finelog/proto/finelog_stats.proto, lib/finelog/src/finelog/proto/logging.proto, lib/iris/src/iris/rpc/actor.proto, lib/iris/src/iris/rpc/controller.proto, lib/iris/src/iris/rpc/errors.proto, lib/iris/src/iris/rpc/iris_logging.proto, lib/iris/src/iris/rpc/job.proto, lib/iris/src/iris/rpc/query.proto, lib/iris/src/iris/rpc/time.proto, lib/iris/src/iris/rpc/vm.proto, lib/iris/src/iris/rpc/worker.proto"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks, recipes, samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks, recipes, samples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Could not fetch pypi package 'marin-root' from its registry",
    "Could not fetch pypi package 'marin-ducky' from its registry",
    "pypi package 'marin-haliax' points at a different repository (https://github.com/stanford-crfm/haliax); excluded from ecosystem scoring",
    "deps.dev does not index pypi:marin-fray@0.2.58.dev202607250745; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-25T07:57:00.412483Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/marin-community/marin.svg",
  "full_name": "marin-community/marin",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 статистика — PyPI.

50.1/60	Зірки — 1 220 зірок
17.9/25	Форки — 142 форків
6.8/15	Спостерігачі — 18 спостерігачів

forks	142
stars	1 220
watchers	18
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Індекс здоров'я програмного забезпечення

Профіль оцінок

Власність

Пакетні екосистеми

Метрики за категоріями

Ключові факти

Попередження щодо збору даних

Докладніше

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