Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-24 12:32 UTC

fundamental-research-labs / langdag

High-performance tool for managing LLM conversations and workflows as DAGs.

Go · PythonMIT★ 31 зірка⑂ 4 форкиз лют. 2026 р.Переглянути на GitHub ↗

fundamental-research-labs/langdag має індекс здоров’я 65 зі 100, що відповідає смузі «Помірний». Найвищий показник — Engineering Quality (81/100), найнижчий — Security (48/100). Останнє оновлення було 1 день тому. Більшість нещодавньої роботи виконує один учасник.

65
загалом / 100
Помірний

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.

65
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

Профіль оцінок

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

Власність

Fundamental Research LabsОрганізація
8 підписників7 публічних репозиторіївз бер. 2026 р.

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

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
Golangdag.com/langdagv0.10.0-288 днів тому

Метрики за категоріями

Життєздатність

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

80Добрий · 22% загального індексу
Як обчислюється оцінка
36/36Свіжість push — останній push 1 дн. тому
11.1/36Ритм комітів — 16/52 тижнів із комітами
18/18Обсяг комітів — 257 комітів за останній рік
10/10OpenSSF Scorecard: Maintained — 15 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Використані вхідні дані
commits_last_year257
human_commit_share1
days_since_last_push1
active_weeks_last_year16
Як обчислюється оцінка
16.2/27Випускає релізи — 28 тегів версій (без релізів GitHub)
36/36Свіжість релізів — останній реліз 8 дн. тому
27/27Ритм релізів — реліз кожні ~12,7 дн.
0/10OpenSSF Scorecard: Signed-Releases — немає даних
Використані вхідні дані
releases_count28
latest_release_tagv0.10.0
releases_from_tagsтак
days_since_latest_release8
mean_days_between_releases12,7
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.

Спільнота та впровадження

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

48У зоні ризику · 18% загального індексу
Як обчислюється оцінка
24/60Зірки — 31 зірок
4/25Форки — 4 форків
0/15Спостерігачі — 1 спостерігачів
Використані вхідні дані
forks4
stars31
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
18/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingтак
has_issue_templateні
has_code_of_conductні
has_pull_request_templateні

Сталість та врядування

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

63Помірний · 24% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
4.6/22.5Розподіл комітів — головний контриб’ютор — автор 79% комітів
5.4/13.5Широта контриб’юторів — 4 контриб’юторів
10/10OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations
Використані вхідні дані
bus_factor1
contributors_sampled4
top_contributor_share0,794
Як обчислюється оцінка
46.8/46.8Вирішення issue — закрито 100% issue
35.6/38.3Прийняття PR — злито 27/29 вирішених PR
10.5/15OpenSSF Scorecard: Code-Review — Found 17/22 approved changesets -- score normalized to 7
Використані вхідні дані
merged_prs27
open_issues0
closed_issues1
issue_closed_ratio1
closed_unmerged_prs2

Власність та опіка

44У зоні ризику
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
6.9/25Охоплення власника — 8 підписників у fundamental-research-labs
7.2/25Послужний список — 7 публічних репозиторіїв, вік облікового запису ~0 р.
Використані вхідні дані
followers8
owner_typeOrganization
is_verified
owner_loginfundamental-research-labs
public_repos7
account_age_days118

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у go
35/35Свіжість публікацій — остання публікація 8 дн. тому
20/20Історія версій — 28 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packageslangdag.com/langdag
ecosystemsgo
any_deprecatedні
min_days_since_publish8

Інженерна якість

Чи наявні базові інженерні практики та документація?

81Добрий · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 7 процес(ів) CI
24/24Наявні тести
0/16Конфігурація лінтера
0/9.6Pre-commit-хуки
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configні
has_precommit_configні

Документація

100Відмінний
Як обчислюється оцінка
30/30README
25/25Каталог документації
15/15Сайт документації / домашня сторінка — https://langdag.com
10/10Опис репозиторію
10/10Теми — 10 тем
10/10Wiki
Використані вхідні дані
topicsai, cli, conversation, dag, langchain, langfuse, llm, prompt-engineering, prompt-management, self-hosted
has_wikiтак
homepagehttps://langdag.com
has_readmeтак
has_docs_dirтак
has_descriptionтак

Безпека

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

48У зоні ризику · 16% загального індексу

Стан безпеки

48У зоні ризику
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
5.2/7.5Code-Review — Found 17/22 approved changesets -- score normalized to 7
2.5/2.5Contributors — project has 4 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
7.5/7.5Maintained — 15 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — немає даних
3/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — немає даних
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 44 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4,8
Виключено з оцінювання (немає даних або не застосовно): packaging, signed_releases. Залишкові ваги перенормовано.

Готовність до ШІ

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

74Добрий · 0% загального індексу
Як обчислюється оцінка
0/45Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора
15/15Машиночитана документація (llms.txt) — llms.txt наявний
40/40Читабельна історія комітів — намір зазначено у 89 з 100 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtтак
legible_history_share0,89
agent_instruction_files
agent_instruction_max_bytes
Як обчислюється оцінка
18/18Розгортання однією командою — Makefile
22/22Автоматизовані тести
0/11Конфігурація лінтера / форматера
11/11Статична перевірка типів — examples/typescript/tsconfig.json, sdks/typescript/tsconfig.json
10/10Відтворюване середовище — Dockerfile, lockfile
10/10Підтверджена практика роботи з агентами — 25 з останніх 100 комітів створено агентом або з його зазначенням
0/8Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено
6/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
Використані вхідні дані
has_nixні
has_testsтак
lockfilesgo.sum, package-lock.json
has_dockerfileтак
typed_languageтак
bootstrap_filesMakefile
has_devcontainerні
has_linter_configні
typecheck_configsexamples/typescript/tsconfig.json, sdks/typescript/tsconfig.json
agent_commit_share0,25
toolchain_manifestsexamples/go/go.mod, go.mod, sdks/go/go.mod, tools/mockllm/go.mod
dependency_bot_commit_share0
Як обчислюється оцінка
45/45Типізований код — Go (статично типізована)
53.8/55Керовані розміри файлів — 3/141 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageGo
largest_source_bytes83 947
source_files_sampled141
oversized_source_files3
Як обчислюється оцінка
40/40Схема API (OpenAPI/GraphQL/proto) — api/openapi.yaml
0/20Сервер MCP
40/40Придатні до запуску приклади — examples
Використані вхідні дані
example_dirsexamples
has_mcp_signalні
api_schema_filesapi/openapi.yaml

Ключові факти

31зірок GitHub
4контриб'юторів
257комітів за останні 12 місяців
1днів від останнього пушу
28релізів
1бас-фактор
0відкритих issue
Goпакетних екосистем

Попередження щодо збору даних

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Докладніше

Історія зірок і форків 0 ★ / 4 ⇿
0Зірки
4Форки
13Релізи

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.

223344422026-032026-052026-06
Мажорні 0Мінорні 4Патчі 9
OpenSSF Scorecard 4.8 / 10
4.8сукупно

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 · 2026-07-24 12:32 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests22 out of 22 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7Code-ReviewFound 17/22 approved changesets -- score normalized to 7
10Contributorsproject has 4 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained15 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
н/дPackagingpackaging workflow not detected
6Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
н/дSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities44 existing vulnerabilities detected
Прямі залежності 7
РеєстрПакетОбмеження версіїМаніфест
Gogithub.com/anthropics/anthropic-sdk-gov1.20.0go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/olekukonko/tablewriterv0.0.5go.mod
Gogithub.com/spf13/cobrav1.8.1go.mod
Gogithub.com/spf13/viperv1.19.0go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
Gomodernc.org/sqlitev1.34.4go.mod
Усі залежності не зібрано

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

Звіт у форматі JSON машиночитний
{
  "data": {
    "repo": {
      "topics": [
        "ai",
        "cli",
        "conversation",
        "dag",
        "langchain",
        "langfuse",
        "llm",
        "prompt-engineering",
        "prompt-management",
        "self-hosted"
      ],
      "is_fork": false,
      "size_kb": 6214,
      "has_wiki": true,
      "homepage": "https://langdag.com",
      "languages": {
        "Go": 1357293,
        "Shell": 10031,
        "Python": 169695,
        "Makefile": 847,
        "Dockerfile": 741,
        "TypeScript": 86475
      },
      "pushed_at": "2026-07-23T00:56:06Z",
      "created_at": "2026-02-04T03:04:38Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-21T19:17:28Z",
      "description": "High-performance tool for managing LLM conversations and workflows as DAGs.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Go",
      "significant_languages": [
        "Go",
        "Python"
      ]
    },
    "owner": {
      "blog": "https://fundamentalresearchlabs.com/",
      "name": "Fundamental Research Labs",
      "type": "Organization",
      "login": "fundamental-research-labs",
      "company": null,
      "location": null,
      "followers": 8,
      "avatar_url": "https://avatars.githubusercontent.com/u/271597406?v=4",
      "created_at": "2026-03-27T18:05:03Z",
      "is_verified": null,
      "public_repos": 7,
      "account_age_days": 118
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.10.0",
          "kind": "minor",
          "published_at": "2026-07-16T07:35:45Z"
        },
        {
          "tag": "v0.9.0",
          "kind": "minor",
          "published_at": "2026-05-21T17:49:59Z"
        },
        {
          "tag": "v0.8.3",
          "kind": "patch",
          "published_at": "2026-04-13T00:44:19Z"
        },
        {
          "tag": "v0.8.2",
          "kind": "patch",
          "published_at": "2026-04-12T17:51:14Z"
        },
        {
          "tag": "v0.8.1",
          "kind": "patch",
          "published_at": "2026-04-10T19:08:53Z"
        },
        {
          "tag": "v0.8.0",
          "kind": "minor",
          "published_at": "2026-04-02T05:20:21Z"
        },
        {
          "tag": "v0.7.0",
          "kind": "minor",
          "published_at": "2026-03-28T01:39:16Z"
        },
        {
          "tag": "v0.6.4",
          "kind": "patch",
          "published_at": "2026-03-24T19:47:48Z"
        },
        {
          "tag": "v0.6.3",
          "kind": "patch",
          "published_at": "2026-03-23T23:47:09Z"
        },
        {
          "tag": "v0.6.2",
          "kind": "patch",
          "published_at": "2026-03-23T22:01:03Z"
        },
        {
          "tag": "v0.6.1",
          "kind": "patch",
          "published_at": "2026-03-21T18:41:05Z"
        },
        {
          "tag": "v0.6.0",
          "kind": "minor",
          "published_at": "2026-03-21T00:57:14Z"
        },
        {
          "tag": "v0.5.10",
          "kind": "patch",
          "published_at": "2026-03-21T00:57:14Z"
        },
        {
          "tag": "v0.5.9",
          "kind": "patch",
          "published_at": "2026-03-21T00:47:22Z"
        },
        {
          "tag": "v0.5.8",
          "kind": "patch",
          "published_at": "2026-03-17T21:57:50Z"
        },
        {
          "tag": "v0.5.7",
          "kind": "patch",
          "published_at": "2026-03-16T17:15:45Z"
        },
        {
          "tag": "v0.5.6",
          "kind": "patch",
          "published_at": "2026-03-16T16:14:28Z"
        },
        {
          "tag": "v0.5.5",
          "kind": "patch",
          "published_at": "2026-03-13T19:23:11Z"
        },
        {
          "tag": "v0.5.4",
          "kind": "patch",
          "published_at": "2026-03-12T22:36:33Z"
        },
        {
          "tag": "v0.5.3",
          "kind": "patch",
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          "body": "* 0: Lock langdag compatibility fixtures\n\n* 1: Define deployment-aware model contracts\n\n* 2: Make catalog deployment-aware\n\n* 3: Preserve usage pricing and served identity\n\n* 4: Bind deployments to model routing\n\n* 5: Publish refreshable model catalog\n\n* 8a-8c: Add deployment rollout tests and docs\n\n[…]\npre-commit hook\n\n* Make Pages version injection tag-aware\n\n* Integrate runtime catalog refresh with publishing model\n\n* Use published catalog as build-time source\n\n* Keep embedded catalog release-safe",
          "is_bot": false,
          "headline": "Add deployment-aware model catalog and runtime routing (#20)",
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          "headline": "Add model catalog source-of-truth workflow (#21)",
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          "body": "* feat: add OpenRouter provider\n\n- Add OpenRouterProvider with dynamic model fetching from /models API\n  with mutex-cached results and required HTTP-Referer + X-Title headers\n  on every request (including model discovery)\n- Wire up in server.go providerRegistry after grok\n- Add OPENROUTER_API_KEY / \n[…]\n\n- Use strings.TrimSpace on error bodies for consistent formatting\n- Refactor TestOpenRouterRequiredHeaders to use Complete() instead of\n  calling doRequest() directly for consistency with other tests",
          "is_bot": false,
          "headline": "feat: add OpenRouter provider (#5)",
          "author_name": "Lakshman Patel",
          "author_login": "Patel230",
          "committed_at": "2026-05-02T17:28:05Z",
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        {
          "oid": "456b5ed963d20188ccae63dd9b7c0016ce9b2cf4",
          "body": "* fix Gemini SSE streaming: concat per-chunk text deltas\n\nThe parser assumed each chunk's parts[].text was a cumulative snapshot,\ntracking the longest seen and emitting only the suffix beyond it. The\nreal Gemini streamGenerateContent API sends incremental deltas per chunk:\nshort deltas were silently\n[…]\ner, mismatched garbled\nfragments) when run against the previous SSE parser.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix Gemini SSE streaming: concat per-chunk text deltas (#17)",
          "author_name": "Gaëtan de Villèle",
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          "committed_at": "2026-04-27T17:07:35Z",
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          "body": "* gemini: gate model features via a per-model caps table\n\nThe Google AI Studio API rejects different combinations of fields per\nmodel with different error messages — Gemma 3 (1B/4B/12B/27B) rejects\nfunction calling, thinkingBudget, and the google_search server tool;\nGemma 4 (26B MoE / 31B) accepts f\n[…]\n let requests pass. The public\nsurface and the request path would disagree.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "gemini: gate model features via a per-model caps table (#16)",
          "author_name": "Gaëtan de Villèle",
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          "body": "Adds gpt-5.5-2026-04-23 ($5/$30 per 1M) and gpt-5.5-pro-2026-04-23\n($30/$180 per 1M) with a 1,050,000-token context window and web_search\nserver tool. Pricing and spec data sourced from\ndevelopers.openai.com/api/docs/pricing and the per-model docs pages.\n\nReleased 2026-04-23, available in the API 2026-04-24.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add GPT-5.5 to embedded catalog (#14)",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-24T23:18:55Z",
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          "oid": "4965a67c6343e4fa6853e047906a52e5fbcc96be",
          "body": "Pricing, context window, and max output match the Anthropic docs page.\nFresh installs and offline fallbacks now see Opus 4.7 without waiting\nfor the runtime catalog fetch.",
          "is_bot": false,
          "headline": "add claude-opus-4-7 to embedded catalog (#13)",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-22T18:48:54Z",
          "body_truncated": false,
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          "oid": "834469d20ad2e95a58c18f9df2e78dfaf90ed598",
          "body": "Extend and harden transient error detection",
          "is_bot": false,
          "headline": "Merge pull request #12 from aduermael/extend-transient-error-detection",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-13T00:44:19Z",
          "body_truncated": false,
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          "body": "Connection refused, connection reset, timeout, temporary failure, and\nbroken pipe checks now use the lowercased message, consistent with the\nexisting rate limit and TLS handshake checks.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix isTransient: make all network/transport checks case-insensitive",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T21:44:05Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
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          "body": "…add wrapped EOF tests\n\n- Add containsStatusCode helper that requires numeric codes to be bounded\n  by non-digit characters, fixing false positives like \"50032\" matching \"500\"\n- Narrow \"overloaded\" check to suffix match + \"overloaded_error\" to avoid\n  matching unrelated messages like \"circuit overloaded in module X\"\n- Add wrapped io.EOF/io.ErrUnexpectedEOF edge-case tests (errors.Is path)\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix isTransient: digit-bound status codes, tighten overloaded match, …",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T21:33:45Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
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          "oid": "b5d20b0cf934e8c1874db2b6301d64066a529ed0",
          "body": "…rop \"no such host\"\n\n- Replace broad \"EOF\" substring match with errors.Is(err, io.EOF/ErrUnexpectedEOF)\n- Make \"tls handshake\" detection case-insensitive, consistent with other checks\n- Remove \"no such host\" — DNS failures are typically permanent\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix isTransient: use errors.Is for EOF, case-insensitive TLS match, d…",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T21:21:23Z",
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          "body": "Add detection for HTTP 529 (Anthropic overloaded), \"overloaded\" (case-\ninsensitive), \"EOF\", \"broken pipe\", \"TLS handshake\", and \"no such host\".\nMake \"rate limit\" matching case-insensitive. These patterns were previously\nhandled by herm's isRetryableError and are needed to maintain retry coverage\nwhen herm delegates retry logic to langdag.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "extend isTransient to cover additional transient error patterns",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T21:04:09Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
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          "oid": "54a81a9b715a742105c361d14d055e05ac584279",
          "body": "fix Gemini streaming: capture finishReason from SSE stream",
          "is_bot": false,
          "headline": "Merge pull request #11 from aduermael/fix/gemini-streaming-stop-reason",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T17:51:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "820e3c604dc55f464c2ffdfd78646cb12bd2339f",
          "body": "parseSSEStream never read the candidate's finishReason, so the\nStopReason on the final CompletionResponse was always empty. This\nprevented the max_tokens continuation logic from detecting truncated\nresponses (e.g. Gemma returning only 12 output tokens).\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix Gemini streaming: capture finishReason from SSE stream",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T17:42:41Z",
          "body_truncated": false,
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        },
        {
          "oid": "d14b3f47d05adb0ec0c4d777707efe5d64712037",
          "body": "Gitignore entire .claude directory",
          "is_bot": false,
          "headline": "Merge pull request #10 from aduermael/merge-all-google-v2",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T17:04:36Z",
          "body_truncated": false,
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        },
        {
          "oid": "c04067d4f612b8988aeb908fc0971acd3c48468b",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "gitignore entire .claude directory",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T17:02:54Z",
          "body_truncated": false,
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          "oid": "c43b62eb6dbb72dbe64dd8d3ffe5dc2c67fc7054",
          "body": "Merge Gemma provider into Gemini",
          "is_bot": false,
          "headline": "Merge pull request #9 from aduermael/merge-all-google",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T16:51:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a380695689f46b3341c15792cdd824b993b94134",
          "body": "…factory\n\n- Remove GEMMA_API_KEY and Gemma config field entirely; GEMINI_API_KEY is\n  the only env var for Google AI Studio (matches Google's standard).\n- Extract shared newGeminiProvider helper in server.go to eliminate the\n  duplicated \"gemini\"/\"gemma\" factory closures.\n- Port all 9 original Gemma\n[…]\nage: adds\n  SimpleStream, ToolCall, ToolCallStream, MultiTurnToolUse,\n  ConsecutiveToolCalls, and LargeContext alongside the 3 already present.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "standardize on GEMINI_API_KEY, add all Gemma live tests, deduplicate …",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T16:32:51Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f0a0fc17ecf2b657fc6bb3904b6dd3a18eda2e7b",
          "body": "Both providers share the same Google AI Studio endpoint and wire protocol.\nGemma's protocol.go was a strict subset of Gemini's (~85% identical code).\nThis eliminates ~1,020 lines of duplication by routing Gemma models through\nGemini's superset protocol, which handles the extra fields (function call\n\n[…]\nBackward compatibility preserved: \"gemma\" accepted as provider alias,\nGEMMA_API_KEY accepted as env var fallback, --provider gemma still works.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "merge Gemma provider into Gemini provider",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T15:40:00Z",
          "body_truncated": true,
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        },
        {
          "oid": "41c456f9f009d450d601d1c3d55e7bb601e19cdc",
          "body": "Gemini 3.x support, live test suites, and shutdown date filtering",
          "is_bot": false,
          "headline": "Merge pull request #8 from aduermael/gemma-live-tests",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T15:39:21Z",
          "body_truncated": false,
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        },
        {
          "oid": "678f2c042ee8ff1fc6955f5d852ca7a656d86c83",
          "body": "gemini-3-flash-preview can take 25-35s per call, causing 30s timeouts\nto fail on ToolCallStream and ConsecutiveToolCalls.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "increase timeouts for Gemini live tests that hit slow models",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T07:35:03Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "57e5f71048b6ee3eee93e0619d172ae59deb59a7",
          "body": "FetchLatest now fetches the Gemini deprecations page concurrently\nand excludes any model that has an announced shutdown date.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "filter out Gemini models with announced shutdown dates",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T07:02:51Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0fe2b4c2646e4385c31b20e79b26ce358d710b3d",
          "body": null,
          "is_bot": false,
          "headline": "update catalog",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T07:00:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d28b417f925f1645b11aea50f2c6f0b1e785bc90",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "remove all Gemini 2.x model references, update to 3.x only",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T06:04:23Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "d8e0c149e6e3647b7bc94b57dc28d3a1db9dae31",
          "body": "- Add RetryAfterError interface to retry.go; use max(serverDelay,\n  computedBackoff) in both Complete and Stream retry loops so\n  provider-reported Retry-After hints are respected\n- Add Thought field to Gemini part struct and filter thought parts\n  in convertResponse and parseSSEStream, matching Gemma's behavior\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "honor server-suggested retry delays and filter Gemini thought parts",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T03:52:38Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c4318b74cbc1cdfc16f671a92c294801d6602353",
          "body": "…dd ToolConfig for server-side tools\n\n- Update model list from shutdown 2.0/2.5 to active Gemini 3.x models\n- Add structured apiError with RetryAfter() for retry delay support\n- Parse Google RetryInfo from 429 response bodies and Retry-After headers\n- Add ToolConfig with IncludeServerSideToolInvocations when server-side\n  tools (e.g. google_search) are present alongside function declarations\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix Gemini provider: update models to 3.x, add retry-after parsing, a…",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T03:43:06Z",
          "body_truncated": false,
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        },
        {
          "oid": "5fd02837291f90f93896c63f75caf6fc047ef4e0",
          "body": "Gemini 3.x requires thought_signature to be echoed back on function\ncall parts in multi-turn tool use, and includes unique IDs on function\ncalls/responses. Without this, the API returns a 400 error.\n\nChanges:\n- Add ProviderData field to ContentBlock for opaque round-trip data\n- Capture thoughtSignat\n[…]\nni responses\n- Restore them when building requests via callNames ID→name map\n- Update live tests to target Gemini 3.x models and cover thinking\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "support Gemini 3.x thought signatures and function call IDs",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T03:42:35Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "39841de8d049ab04ebd7212982b857a1cafa242c",
          "body": "Mirrors the Gemma live test suite with Gemini-specific adaptations:\nGEMINI_API_KEY env var, gemini-2.0-flash default model, explicit\nthinking test uses gemini-2.5-pro. All tests skip when key is unset.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "add live API test suite for Gemini provider",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T03:42:35Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a94afad9bf8e1605a288c2011ee9c41b158031ce",
          "body": "The model returns 400 when thinkingBudget is set, but does report\nthoughtsTokenCount in normal responses. Split into subtests that\nverify both behaviors.",
          "is_bot": false,
          "headline": "fix thinking tests: gemma-4-31b-it rejects explicit thinkingBudget",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T03:42:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9ca4deb07b8626bfbfe136e1fdb8b91ddfc4d0d7",
          "body": "Tests require GEMMA_API_KEY env var; skip automatically when unset.\n\nCovers: basic complete/stream, tool calling (with and without text),\nmulti-turn tool use, thinking mode, large context sizes, and\nparallel tool call batching.",
          "is_bot": false,
          "headline": "add live API test suite for Gemma provider",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-12T03:42:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99e3f9a1e9620b0e79b736203abfdb4f8dff5b3a",
          "body": "Add retry callbacks and server-suggested retry delays for Gemma/Gemini",
          "is_bot": false,
          "headline": "Merge pull request #7 from aduermael/add-gemma-4-support",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-11T16:59:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d1f6bc27a19faa3b240e2657927b4fc303db0a54",
          "body": "- Add RetryEvent, ContextWithRetryCallback for per-call retry notifications\n  via context (allows callers like herm to show retry status in their UI)\n- Add RetryAfterError interface and retryDelay that uses server-suggested\n  delays with jitter, falling back to exponential backoff\n- Add OnRetry call\n[…]\ne\n- Add apiError with RetryAfter() to Gemma and Gemini providers, parsing\n  both Retry-After HTTP header and Google RetryInfo JSON body on 429s\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "add retry callback mechanism and server-suggested retry delays",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-11T05:52:31Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "48f85c7606c40032952e1d15c86f8895abce6da5",
          "body": "add gemma provider",
          "is_bot": false,
          "headline": "Merge pull request #6 from aduermael/add-gemma-4-support",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-10T19:08:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0cbb2db997d99a90b7f7c56ab553d59d9db360d6",
          "body": "Gemma 4 returns thinking/reasoning as response parts with thought=true.\nWithout filtering these, the chain-of-thought leaks into the displayed\nresponse instead of the actual answer.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: filter thinking parts from Gemma response",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-10T09:24:21Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a78868b3fab3b78fb62c418507c788c269a0dd93",
          "body": "The Google AI Studio API returns a 400 error when built-in tools like\ngoogle_search are mixed with function calling without setting\ntool_config.include_server_side_tool_invocations to true.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: enable server-side tool invocations in Gemma requests",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-10T09:21:17Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "6a5168fd131d259272c8e95c8470861ae3c921f8",
          "body": "The embedded catalog.json and fetchGemmaModels had bare IDs like\n\"gemma-4\" which don't exist in Google AI Studio. Use the correct\ninstruction-tuned identifiers (e.g. gemma-4-31b-it) and add the\ngemma-4-26b-a4b-it MoE variant.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix Gemma model IDs in catalog and fetch logic",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-10T09:17:56Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "d85263f6a7c1ca59dca8f4bc86f0a33fc7ea99b0",
          "body": "Use correct instruction-tuned model identifiers (e.g. gemma-4-31b-it\ninstead of gemma-4). Add gemma-4-26b-a4b-it (MoE variant). Fix Gemma 4\ncontext window from 1M to 256K per the model card.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix Gemma model IDs to match Google AI Studio API",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-10T09:11:12Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "cd9e21790b74c2aabbd68c4b40fd1e467ad56a6c",
          "body": "Mirror the gemini provider package as gemma, sharing the Google AI\nStudio endpoint. Wire the new provider through langdag.go config,\ninternal/api/server, internal/config, internal/cli/models, and the\nembedded model catalog (gemma-3 family + gemma-4).\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "add gemma provider",
          "author_name": "Gaëtan de Villèle",
          "author_login": "gdevillele",
          "committed_at": "2026-04-10T07:56:23Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "4348ff99dd372ea33e2624d3d3cd8571f5f8ad7d",
          "body": "Document intentional divergences for malformed delta JSON and unknown\nevent types in SSE_FORMAT.md. Add explicit tests in each SDK verifying\nits specific behavior: Go forwards unknown events and emits malformed\ndeltas with empty content, Python wraps malformed JSON and skips\nunknown events, TypeScript throws SSEParseError for both.",
          "is_bot": false,
          "headline": "12d: document and test cross-SDK divergences",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-02T05:20:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe1fa6954c012ad4089a691bbfda733979193948",
          "body": "Add error_message and error_after_chunks to mock config (env vars\nLANGDAG_MOCK_ERROR_MESSAGE, LANGDAG_MOCK_ERROR_AFTER_CHUNKS). Add E2E\ntests for immediate error and mid-stream error modes in Go, Python,\nand TypeScript SDKs. New test-e2e-errors.sh starts 3 servers (echo,\nerror, stream_error) and runs all SDK E2E tests against them.",
          "is_bot": false,
          "headline": "12c: add E2E streaming error tests across all 3 SDKs",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-02T05:15:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca7fb86923a05f787313315b60b1d6f354fbfe83",
          "body": "Define degradation contract: all SDKs must complete iteration, preserve\ncontent, and signal abnormal state when stream ends without done event.\nTests cover no-done, error-termination, empty-response, and I/O error.",
          "is_bot": false,
          "headline": "12b: add graceful degradation contract and cross-SDK tests",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-02T05:00:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "805d55fa13c5fd564369b272c1c263a44a0c9e56",
          "body": "Document exact SSE wire format in sdks/SSE_FORMAT.md. Add identical\nfixture strings (normal, error-mid-stream, multi-line-error, error-only)\ntested in all 3 SDKs to verify parsing consistency.",
          "is_bot": false,
          "headline": "12a: add SSE format contract and cross-SDK consistency tests",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-02T04:57:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "37147a51b2479546ea9fee29836c6e170c65e963",
          "body": "Verified existing test, added descriptive message check,\nstreaming continuation path (node.promptStream), and\nundefined body edge case. All guarded by requestStream().",
          "is_bot": false,
          "headline": "11e: extend Response.body null tests in TypeScript SDK",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-02T04:39:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ddc51698650a7d781e1226b86cc6c00538e8a1a5",
          "body": "Parser-level: reader error mid-stream and on first read both\npropagate through async generator. Stream-level: events()\nthrows, node() rejects, content preserved via stream.content.\nErrors are raw Error (not NetworkError) — matches Go SDK.",
          "is_bot": false,
          "headline": "11d: test fetch failure during streaming in TypeScript SDK",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-02T04:39:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45bc57a621dacc35954c01ac020e23f6bfe76978",
          "body": "Six split scenarios: mid-\\n\\n, mid-data:, mid-event:,\nmid-UTF8 multibyte char, single-byte-at-a-time, and\nmid-JSON. TextDecoder stream mode handles partial UTF-8;\nbuffer accumulation handles all other boundary splits.",
          "is_bot": false,
          "headline": "11c: test chunked SSE delivery edge cases in TypeScript SDK",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-02T01:46:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d7171202154eadaff787d03bb0f587bcfb004b95",
          "body": "Tests verify error event yielded, content preserved via\nstream.content, node() throws when no done follows error.\nAlso tests error-after-done edge case (node() still works).",
          "is_bot": false,
          "headline": "11b: test provider error mid-stream in TypeScript SDK",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-02T00:37:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "80f2a3cd51cbce1f5c2334ee2c4d7b4792888b0f",
          "body": "Added public `content` getter to Stream class — previously\ncollectedContent was private and inaccessible after failed\nstreams (same gap as Go SDK Phase 9). Tests verify node()\nthrows SSEParseError while content remains accessible.",
          "is_bot": false,
          "headline": "11a: add Stream.content getter, test SSE stream without done event",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-02T00:36:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a6f958b0f457d5bf66ef2e9efe6f512b2e3628c",
          "body": "Both clients complete iteration without hanging when stream ends\nwithout a done event. Content from deltas remains accessible.\nParser-level tests verify the same behavior.",
          "is_bot": false,
          "headline": "10a: test SSE stream without done event — sync and async",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-02T00:02:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1e56e59f3b3c29c3fe1ce34f8306fc425723e646",
          "body": "5 concurrent PromptStream requests with unique content per stream.\nVerified: each stream gets its own events, no content mixing, no\nduplicate content, no races (passes -race). No bugs found.",
          "is_bot": false,
          "headline": "9e: test concurrent streaming — no shared state corruption",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-01T23:50:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ab548ac1a22794171c344765a9ac56999e83bf0",
          "body": "Mock HTTP server hijacks and closes connection after partial SSE.\nBoth mid-stream (between events) and mid-event (mid-line) drops\ndetected without hang. Content preserved, Node() returns error.",
          "is_bot": false,
          "headline": "9d: test connection drop mid-stream and mid-event",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-01T23:27:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d795f0743b4762d771a5c30d3295c955d350c0a4",
          "body": "HTTP 500 before streaming → *APIError (status 500, server message).\nHTTP 200 with SSE error event → *StreamError (event message).\nBoth produce correct typed errors. No bugs found.",
          "is_bot": false,
          "headline": "9c: test HTTP 5xx vs SSE error differentiation",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-01T22:47:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b1c3e4e51a211bd5c06b7cec9e249640ee29e21",
          "body": "Malformed delta JSON is silently ignored (Content stays empty) — valid\ndeltas still accumulate correctly. Verified as intentional: no stream\nerror for per-event parse failures, only for connection/protocol errors.",
          "is_bot": false,
          "headline": "9b: test malformed JSON among valid deltas, verify Err() method",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-01T22:09:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3ec280a9784a36b13c86c72fea985fddabc4f2e0",
          "body": "Added content accumulation in Stream.read() and Content()/Err() methods.\nTests verify: no-done returns StreamError with content preserved,\nabrupt close doesn't hang, content accessible after incomplete stream.",
          "is_bot": false,
          "headline": "9a: add Content() and Err() to Stream, test stream-without-done",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-01T22:08:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5e9290abaa925cdf042a886f763da8b6165d7826",
          "body": "Bug: error messages containing newlines broke SSE format — raw\nnewlines split the data field, causing the SSE parser to see only\nthe first line. Fix: writeSSEError helper writes each line with its\nown \"data:\" prefix per the SSE spec. Also added nil-check for\nStreamEventError.Error to prevent panic on malformed events.",
          "is_bot": false,
          "headline": "8f: fix SSE error events truncating multi-line error messages",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-01T22:02:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9ce4f0090a5a8793089b17511b69ad925996a3ec",
          "body": "Tests: empty X-API-Key header, malformed Bearer tokens (trailing\nspace, no space, Basic scheme, wrong key), health endpoint bypasses\nauth with wrong credentials, no-config means all endpoints open.",
          "is_bot": false,
          "headline": "8e: add auth edge case tests",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-01T22:01:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "12b64597dbfbd422753d5897b0b7a32903d0773f",
          "body": "Tests: empty body (nil), missing message field, 1MB+ message (no\nserver limit), streaming request with empty body. All return\nappropriate 400 status with descriptive error messages.",
          "is_bot": false,
          "headline": "8d: add invalid request validation tests",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-01T21:54:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b084e35214534d4ec0f0d642a2d2636185583de",
          "body": "Two tests: (1) Stream() returns error → HTTP 500 JSON with original\nerror context, (2) mid-stream StreamEventError → collectEvents\nreturns error → HTTP 500 JSON with error message.",
          "is_bot": false,
          "headline": "8c: add non-streaming error response tests",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-01T21:52:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "318dbb9979108b3a6253d25c80c825a0255dfeae",
          "body": "Verifies that when Stream() returns error, API sends SSE error event\n(not JSON 500) since Content-Type: text/event-stream is already set.\nNo start or done events emitted.",
          "is_bot": false,
          "headline": "8b: add provider failure during streaming test",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-01T21:50:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f30a764b72cd34bb9e9a952835d7ccab7356b823",
          "body": "Test verifies SSE stream with mock stream_error mode: start event,\n3 delta chunks, error event with provider message, then done event\nwith saved partial content node.",
          "is_bot": false,
          "headline": "8a: add streaming error mid-response test for API server",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-01T21:38:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "16df94be2c616117998c7b240d95adfb5cf513ea",
          "body": null,
          "is_bot": false,
          "headline": "4c: add filter tests for unknown model, empty model ID, and stream path",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-01T07:10:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "07c9436df2ae8e5e916e006f1f6365085dba47d0",
          "body": "Tests context cancellation during backoff sleep (exits fast),\nMaxRetries=1 semantics (2 total attempts), deep error wrapping\n(3+ levels), and isTransient() edge cases including false\npositives from substring matching.",
          "is_bot": false,
          "headline": "4b: add retry edge case tests",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-01T04:47:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "60ae7188611a74ecdea8a1b599f699a163d2bbe2",
          "body": "Tests Router.Complete() and Stream() under concurrent load (50\ngoroutines) with -race. Verifies fallback behavior difference\nbetween context cancellation (fast fail) and transient error\n(fallback succeeds).",
          "is_bot": false,
          "headline": "4a: add router concurrent access and context cancellation tests",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-01T04:35:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "92ad99cedf3ffd17d558512a400412b65ffc85da",
          "body": "Test multiple orphans on different nodes, duplicate tool_use IDs,\ncross-branch tool_result (only ancestor-path results should count),\nand synthetic injection on multiple nodes. All edge cases handled\ncorrectly — no panics or DB corruption.",
          "is_bot": false,
          "headline": "3e: test orphaned tool_use edge cases",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-01T04:16:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9756d67d450b3cf0373b122f0e9dc37e0ef94682",
          "body": "Test exact budget boundary (cumulative == budget stops), one-below\nboundary, default budget multiplier (4x), provider failure during\ncontinuation (graceful fallback to last saved node), and max_tokens\nwith empty content (both with and without prior saved continuation).",
          "is_bot": false,
          "headline": "3d: test output group budget boundary conditions",
          "author_name": "aduermael",
          "author_login": "aduermael",
          "committed_at": "2026-04-01T04:15:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "98391bf285e1849dc6d69cead5e69878cf03927e",
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            "name": "Dependency-Update-Tool",
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              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://langdag.com",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "10 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 10
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 48,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 48,
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              "checks_evaluated": 16,
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              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.8
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "22 out of 22 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 17/22 approved changesets -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
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              },
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                "key": "contributors",
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                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
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                "key": "maintained",
                "name": "Maintained",
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                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 5
              },
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                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 6",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
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                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
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                "detail": "44 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
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                "max_points": 7.5
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          },
          {
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            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 4
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 74,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "moderate",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "has_llms_txt": true,
              "legible_history_share": 0.89,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": "llms.txt present",
                "points": 15,
                "status": "met",
                "details": [
                  {
                    "code": "llms_txt_present",
                    "params": {}
                  }
                ],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "89 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 89,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
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                "package-lock.json"
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              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
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              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
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              "toolchain_manifests": [
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                "tools/mockllm/go.mod"
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            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
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                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              },
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                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "examples/typescript/tsconfig.json, sdks/typescript/tsconfig.json",
                "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": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "25 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
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                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
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                "key": "type_checkable_code",
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                "points": 45,
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                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
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          },
          {
            "key": "ai_interfaces",
            "band": "good",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
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              "has_mcp_signal": false,
              "api_schema_files": [
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              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "api/openapi.yaml",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "api/openapi.yaml"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
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                  }
                ],
                "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",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-24T12:32:35.300822Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/f/fundamental-research-labs/langdag.svg",
  "full_name": "fundamental-research-labs/langdag",
  "license_state": "standard",
  "license_spdx": "MIT"
}

Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.

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

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