Öffentliches RegisterGut
Software-GesundheitsberichtSchema 0.27.0 · Metriken 2.3.1 · 2026-08-01 06:41 UTC
gomlx / go-xla
OpenXLA API Bindings for Go (StableHLO and PJRT)
gomlx/go-xla erreicht einen Gesundheitsindex von 73 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (96/100) ab, am schwächsten bei Community & Adoption (35/100). Zuletzt vor 3 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
73
gesamt / 100Software-Gesundheitsindex
Metriken werden auf einer standardisierten Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr gewichtetes Mittel, kalibriert auf die Verteilung des öffentlichen Registers, sodass die Stufen Perzentilbedeutung tragen; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze Gefährdet von 34.
73
Außergewöhnlich93-100Die Spitzengruppe des Registers (≈ obere 5 %); erfüllt im Wesentlichen alle geprüften Kriterien
Exzellent80-92Durchgehend stark; geringfügige Lücken
Gut65-79Gesund; Lücken sind begrenzt und beherrschbar
Mittel50-64Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Schwach35-49Wesentliche Schwächen in mehreren Bereichen
Gefährdet20-34Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-19Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
Bewertungsprofil
Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.
Der gewichtete Gesamtwert 64 wird auf der veröffentlichten Indexskala auf 73 kalibriert (Register-Kalibrierung 2026-08-02).
Eigentümerschaft
GoMLXOrganisation
103 Follower21 öffentliche Reposseit Apr. 2023
Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.
Paket-Ökosysteme
| Registry | Paket | Version | Downloads / Monat | Versionen | Zuletzt veröffentlicht |
|---|---|---|---|---|---|
| Go | github.com/gomlx/go-xla | v0.4.0 | - | 12 | vor 4 Tagen |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
96
Entwicklungsaktivität
94Außergewöhnlich
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 3 Tagen |
| 29.8/36 | Commit-Rhythmus — 43/52 Wochen mit Commits |
| 18/18 | Commit-Volumen — 795 Commits im letzten Jahr |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Verwendete Eingangsdaten
| commits_last_year | 795 |
| human_commit_share | 1 |
| days_since_last_push | 3 |
| active_weeks_last_year | 43 |
Release-Disziplin
100Außergewöhnlich
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 9 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 10 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 27,6 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 9 |
| latest_release_tag | v0.3.0 |
| releases_from_tags | nein |
| days_since_latest_release | 10 |
| mean_days_between_releases | 27,6 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
35
Popularität & Verbreitung
22Gefährdet
Wie die Bewertung erfolgt
| 20/60 | Stars — 18 Stars |
| 2.5/25 | Forks — 3 Forks |
| 0/15 | Watcher — 0 Watcher |
Verwendete Eingangsdaten
| forks | 3 |
| stars | 18 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
50Mittel
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (Apache-2.0) |
| 0/18 | CONTRIBUTING-Leitfaden |
| 0/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 0/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| readme_badges | — |
| has_contributing | nein |
| has_issue_template | nein |
| has_code_of_conduct | nein |
| readme_badge_services | — |
| has_pull_request_template | nein |
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
62
Maintainer-Resilienz (Bus-Faktor)
34Gefährdet
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 1.1/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 95 % der Commits |
| 13.5/13.5 | Breite der Beitragenden — 11 Beitragende |
| 10/10 | OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 11 |
| top_contributor_share | 0,951 |
Wie die Bewertung erfolgt
| 0/42 | Issue-Lösungsquote — keine Issues oder keine Daten |
| 30/30 | PR-Annahme — 44/44 entschiedene PRs gemergt |
| 0/13 | Newcomer PR acceptance — kein PR eines Erstbeitragenden in 30 Tagen entschieden |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 1/20 approved changesets -- score normalized to 0 |
Verwendete Eingangsdaten
| merged_prs | 44 |
| open_issues | 0 |
| closed_issues | 0 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Issue-Lösungsquote, newcomer_pr_acceptance. Die verbleibenden Gewichte wurden renormalisiert.
Eigentümerschaft & Trägerschaft
61Mittel
Wie die Bewertung erfolgt
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 14.5/25 | Reichweite des Inhabers — 103 Follower von gomlx |
| 16.4/25 | Kontohistorie — 21 öffentliche Repos, Kontoalter ca. 3 Jahre |
Verwendete Eingangsdaten
| followers | 103 |
| owner_type | Organization |
| is_verified | — |
| owner_login | gomlx |
| public_repos | 21 |
| account_age_days | 1.201 |
Paketpflege
100Außergewöhnlich
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf go |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 4 Tagen |
| 20/20 | Versionshistorie — 12 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | github.com/gomlx/go-xla |
| ecosystems | go |
| any_deprecated | nein |
| min_days_since_publish | 4 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
74
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 5 Workflow(s) |
| 24/24 | Tests vorhanden |
| 16/16 | Linter-Konfiguration — .golangci.yml |
| 0/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 10/20 | OpenSSF Scorecard: CI-Tests — 3 out of 6 merged PRs checked by a CI test -- score normalized to 5 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | ja |
| has_precommit_config | nein |
Dokumentation
75Gut
Wie die Bewertung erfolgt
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 0/15 | Dokumentations-/Homepage-Site |
| 10/10 | Repository-Beschreibung |
| 0/10 | Topics |
| 10/10 | Wiki |
Verwendete Eingangsdaten
| topics | — |
| has_wiki | ja |
| homepage | — |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
42
Sicherheitslage
42Schwach
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 1.2/2.5 | CI-Tests — 3 out of 6 merged PRs checked by a CI test -- score normalized to 5 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 1/20 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — keine Daten |
| 1.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — keine Daten |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6/7.5 | Vulnerabilities — 2 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4,2 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
AI Readiness
Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Trägt ein bewusst kleines Gewicht (4 %): Agenten-Tooling ist ein echtes Pflegesignal, doch ein Repository ohne jedes Signal kann weiterhin 100/100 erreichen.
60
AI-Agentenkontext & Leitlinien
17Kritisch
Wie die Bewertung erfolgt
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 17.1/40 | Lesbare Commit-Historie — 32 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,32 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Wie die Bewertung erfolgt
| 12.6/18 | Bootstrap mit einem Befehl — cmd/pjrt_installer/go.mod, go.mod (Toolchain-Konvention, kein Task-Runner) |
| 22/22 | Automatisierte Tests |
| 11/11 | Lint-/Format-Konfiguration — .golangci.yml |
| 11/11 | Statische Typprüfung — Go (statisch typisiert) |
| 10/10 | Reproduzierbare Umgebung — lockfile |
| 0/10 | Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100 |
| 0/8 | Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet |
| 3/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | go.sum |
| has_dockerfile | nein |
| typed_language | ja |
| bootstrap_files | — |
| has_devcontainer | nein |
| has_linter_config | ja |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | cmd/pjrt_installer/go.mod, go.mod |
| dependency_bot_commit_share | 0 |
AI-Code-Lesbarkeit für Modelle
98Außergewöhnlich
Wie die Bewertung erfolgt
| 45/45 | Typprüfbarer Code — Go (statisch typisiert) |
| 53/55 | Handhabbare Dateigrößen — 7/196 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Go |
| largest_source_bytes | 345.601 |
| source_files_sampled | 196 |
| oversized_source_files | 7 |
Maschinenlesbare AI-Schnittstellen
80Exzellent
Wie die Bewertung erfolgt
| 40/40 | API-Schema (OpenAPI/GraphQL/proto) — internal/protos/autotune_results.proto, internal/protos/autotuning.proto, internal/protos/backends.proto, internal/protos/compile_options.proto, internal/protos/cuda_compute_capability.proto, internal/protos/device_description.proto, internal/protos/dnn.proto, internal/protos/hlo.proto, internal/protos/metrics.proto, internal/protos/oneapi_compute_capability.proto, internal/protos/xla.proto, internal/protos/xla_data.proto |
| 0/20 | MCP-Server |
| 40/40 | Lauffähige Beispiele — examples, notebooks |
Verwendete Eingangsdaten
| example_dirs | examples, notebooks |
| has_mcp_signal | nein |
| api_schema_files | internal/protos/autotune_results.proto, internal/protos/autotuning.proto, internal/protos/backends.proto, internal/protos/compile_options.proto, internal/protos/cuda_compute_capability.proto, internal/protos/device_description.proto, internal/protos/dnn.proto, internal/protos/hlo.proto, internal/protos/metrics.proto, internal/protos/oneapi_compute_capability.proto, internal/protos/xla.proto, internal/protos/xla_data.proto |
Eckdaten
18GitHub-Sterne
11Mitwirkende
795Commits, letzte 12 Monate
3Tage seit letztem Push
9Releases
1Bus-Faktor
0offene Issues
GoPaket-Ökosysteme
Warnungen zur Datenerhebung
- 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
Weitere Details
Stern- und Fork-Verlauf 0 ★ / 3 ⇿
0Sterne
3Forks
3Releases
Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.
Major 0Minor 1Patch 2
OpenSSF Scorecard 4.2 / 10
4.2Gesamtwert
Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 5 | CI-Tests | 3 out of 6 merged PRs checked by a CI test -- score normalized to 5 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 1/20 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 3 contributing companies or organizations -- score normalized to 10 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| k. A. | Packaging | packaging workflow not detected |
| 3 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 3 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| k. A. | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 8 | Vulnerabilities | 2 existing vulnerabilities detected |
Direkte Abhängigkeiten 8
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| Go | github.com/gofrs/flock | v0.13.0 | go.mod |
| Go | github.com/gomlx/compute | v0.0.0-20260728052203-194c83015e3e | go.mod |
| Go | github.com/janpfeifer/go-benchmarks | v0.1.1 | go.mod |
| Go | github.com/pkg/errors | v0.9.1 | go.mod |
| Go | github.com/stretchr/testify | v1.11.1 | go.mod |
| Go | golang.org/x/term | v0.40.0 | go.mod |
| Go | google.golang.org/protobuf | v1.36.11 | go.mod |
| Go | k8s.io/klog/v2 | v2.140.0 | go.mod |
Alle Abhängigkeiten nicht erhoben
Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
JSON-Rohbericht maschinenlesbar
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 10536,
"has_wiki": true,
"homepage": null,
"languages": {
"C": 198361,
"Go": 1148785,
"C++": 119704,
"Shell": 367
},
"pushed_at": "2026-07-28T15:45:04Z",
"created_at": "2025-12-06T06:52:35Z",
"owner_type": "Organization",
"updated_at": "2026-07-28T05:33:02Z",
"description": "OpenXLA API Bindings for Go (StableHLO and PJRT)",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Go",
"significant_languages": [
"Go",
"C"
]
},
"owner": {
"blog": "http://github.com/gomlx",
"name": "GoMLX",
"type": "Organization",
"login": "gomlx",
"company": null,
"location": null,
"followers": 103,
"avatar_url": "https://avatars.githubusercontent.com/u/131012010?v=4",
"created_at": "2023-04-17T15:40:55Z",
"is_verified": null,
"public_repos": 21,
"account_age_days": 1201
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2026-07-21T09:00:44Z"
},
{
"tag": "v0.2.2",
"kind": "patch",
"published_at": "2026-03-21T03:37:05Z"
},
{
"tag": "v0.2.1",
"kind": "patch",
"published_at": "2026-03-18T18:19:03Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2026-03-12T06:49:56Z"
},
{
"tag": "v0.1.4",
"kind": "patch",
"published_at": "2025-12-17T19:12:25Z"
},
{
"tag": "v0.1.3",
"kind": "patch",
"published_at": "2025-12-16T15:51:34Z"
},
{
"tag": "v0.1.2",
"kind": "patch",
"published_at": "2025-12-14T16:16:09Z"
},
{
"tag": "v0.1.1",
"kind": "patch",
"published_at": "2025-12-12T08:23:29Z"
},
{
"tag": "v0.1.0",
"kind": "minor",
"published_at": "2025-12-12T06:58:34Z"
}
],
"recent_commits": [
{
"oid": "4a8b029269e286e359cad17cb185b92930c8e529",
"body": "Updated to renaming of `compute.AxesLayout` -> `compute.AttentionAxesLayout`",
"is_bot": false,
"headline": "Merge pull request #44 from gomlx/fused-ops-refactor",
"author_name": "Jan",
"author_login": "janpfeifer",
"committed_at": "2026-07-28T05:32:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0c4ae71d450853a04a1e439f1220b615c04f027d",
"body": null,
"is_bot": false,
"headline": "Updated dependency.",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-28T05:29:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "58e9b2c288e09698788af4d8923414fc4af24935",
"body": "…Layout`",
"is_bot": false,
"headline": "Updated to renaming of `compute.AxesLayout` -> `compute.AttentionAxes…",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-28T05:28:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8a8985adb641ad0c061bcd597de19a5d211362ee",
"body": "Make CUDA detection log errors V(1), and not display by default.",
"is_bot": false,
"headline": "Merge pull request #43 from gomlx/cuda-search-logs",
"author_name": "Jan",
"author_login": "janpfeifer",
"committed_at": "2026-07-24T06:14:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ad9ae2ab6cd9f795a3215b1cff8d9670845a12fb",
"body": null,
"is_bot": false,
"headline": "Make CUDA detection log errors V(1), and not display by default.",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-24T06:14:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3316759255f42b8285ec1e88c4325ac8bd9c807e",
"body": null,
"is_bot": false,
"headline": "Updated dependency to v0.3.0",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-21T08:43:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3d69689b5641f769f99f038666e194d4cdb85ea7",
"body": null,
"is_bot": false,
"headline": "Updated CHANGELOG.",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-21T08:41:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9e801774dfff458ea563d2d00e947795bd7b8e79",
"body": null,
"is_bot": false,
"headline": "Updated CHANGELOG.",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-21T08:40:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7a859a42966e3d8bcb7097b81cde4f507a6bd23e",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-21T05:08:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bb02fea78ca14b57d583a74a0466615c9e4d87dc",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-21T05:08:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "de24a9a82c565f153e749af4cf0ab04623a9e139",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-12T09:15:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1d83f0a3a0e381c949e9f1d9d2b05aed4dd850d7",
"body": "Disable default pre-allocation of GPU memory for \"xla:cuda\" backend.",
"is_bot": false,
"headline": "Merge pull request #42 from gomlx/cuda-default-nopreallocate",
"author_name": "Jan",
"author_login": "janpfeifer",
"committed_at": "2026-07-12T07:33:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e061f795549dc2308bc7c90077d42f062fadbfac",
"body": null,
"is_bot": false,
"headline": "Updated CHANGELOG.",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-12T07:32:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "aecdd36714734686a19648f394a59d341358bd8a",
"body": "It's a bit slower, but allows multiple processes running at the same time.",
"is_bot": false,
"headline": "Disable default pre-allocation of GPU memory for xla:cuda.",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-12T07:30:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eb33b7253617be8d6b38a2c9311337050ccf8c18",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-11T11:16:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5a4ad91f6129418524e740f792d1a2946f51fba0",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-11T06:17:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "329d99517ae27204dac28f666abeb817de2cb4b0",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-11T05:13:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "10a8d9ca145bf116e85e90b279a46fe0774cf8da",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-11T05:13:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "353c4f6e485f08bb4f4bec8feac5a51ea4fd15ad",
"body": "Support Grouped Query Attention (GQA) and update flash attention options",
"is_bot": false,
"headline": "Merge pull request #41 from gomlx/add-gqa-fusedattention",
"author_name": "Jan",
"author_login": "janpfeifer",
"committed_at": "2026-07-11T05:12:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3b49a5537a792cdcd5e9c4a08a584e6cb07d8d88",
"body": "… implementation by projecting the key/value heads.\n\nAlso adjusted the VJP implementation to reduce-sum the resulting VJP back to the original key/value heads.",
"is_bot": false,
"headline": "Added support to GQA (Grouped Query Attention) in the flash-attention…",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-11T05:04:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "02719c1f693db8b42b8fab3441a3950f519053f8",
"body": "- Moved optional paramaters to `ScaledDotProductAttentionConfig`.\n- Removed redundant `numHeads` and `numKVHeads` parameters.",
"is_bot": false,
"headline": "Updated `FusedScaledDotProductAttention` API:",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-11T04:48:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "10d891e8f2a5c59bf7c8ba68dd0e625aed8187e0",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-10T04:00:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a77708fe5536cb91468fbcd035e8b99fe744fc54",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-10T04:00:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c34dcc30471b5ae3ad5a25a8754f0681200e65e3",
"body": "Updated to use new `gotype` package.",
"is_bot": false,
"headline": "Merge pull request #40 from gomlx/create-gotype-package",
"author_name": "Jan",
"author_login": "janpfeifer",
"committed_at": "2026-07-10T03:57:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d1b09345479017fe3e36aa4b5c5d99899276493b",
"body": null,
"is_bot": false,
"headline": "Updated to use new `gotype` package.",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-10T03:34:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "321e6d4dc6f028ca87a3fe50042f12acb768ea6e",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-08T09:01:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d1df81b1b71fc61252d24049461c4015a45a0c8a",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-08T09:01:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "af8f2aa1e5a5964ea9eab07c288e58772ae166e2",
"body": "Stage 2: cuDNN fmhaScaleBias variant (additive attention bias, cumulative on #37)",
"is_bot": false,
"headline": "Merge pull request #39 from guygrigsby/stage2-bias",
"author_name": "Jan",
"author_login": "janpfeifer",
"committed_at": "2026-07-08T06:01:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "68b95a10af0cc1cbdc8cd9023f7d10bb258d37da",
"body": "…F16)",
"is_bot": false,
"headline": "compute/xla: test intermediate element_type derives from dtype (BF16/…",
"author_name": "Guy J Grigsby",
"author_login": "guygrigsby",
"committed_at": "2026-07-06T15:02:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a55ba137e3b8125ed3b324600cc0df77afc9ab61",
"body": "…was hardcoded BF16)\n\nThe intermediate_tensor_shape element_type was hardcoded BF16, so the Float16\nfused BACKWARD custom-call failed to compile ('Input datatypes do not match')\nwhile the forward tolerated it. Derive it from the q/k/v dtype (BF16/F16) in\nselectFMHAVariant, enabling f16 fused training (fwd+bwd).",
"is_bot": false,
"headline": "compute/xla: derive fmha intermediate element_type from q/k/v dtype (…",
"author_name": "Guy J Grigsby",
"author_login": "guygrigsby",
"committed_at": "2026-07-06T15:02:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8ec2f3fe39166c439081362da14c9eddb6a25000",
"body": "…bias\n\nselectFMHAVariant routes cfg.Bias to the fmhaScaleBias targets (bias+seqlens ->\nErrNotImplemented, cuDNN limitation). Bias operand inserted before seqlens (fwd)\nand before O (bwd); backward declares the dBias result slot (not propagated).\nvalidateBias requires bias dtype == q/k/v dtype (no auto-conversion, matching the\nbackend's explicit-dtype policy). Adapts onto the refactored dispatch/config.",
"is_bot": false,
"headline": "compute/xla: wire cuDNN fmhaScaleBias fwd/bwd for additive attention …",
"author_name": "Guy J Grigsby",
"author_login": "guygrigsby",
"committed_at": "2026-07-06T15:02:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9b4114e038c5f6c04493bcaa9b4938a05211cbe5",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-05T04:49:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b6a759df8684d6dc680712f2bfd74cc8699ebc43",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-04T15:09:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b83b06427f1c826afb4b3d700781cb6d64e7e4f5",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-04T06:41:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1a28781858224b83c7c687afa25f9d7cb2d7f614",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-04T05:17:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ac65a6a44831103132a767fcb04fd60c6ec0c112",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-04T05:17:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cf1e44780dbb7e777813d731c8c81710489f3fd1",
"body": "compute/xla: cuDNN flash as typed FusedSDPA + VJP",
"is_bot": false,
"headline": "Merge pull request #37 from guygrigsby/flash-attention",
"author_name": "Jan",
"author_login": "janpfeifer",
"committed_at": "2026-07-03T13:28:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c88060bb125c88c0d61bf2aa3400a62cae9a219b",
"body": "Added support for Float16.",
"is_bot": false,
"headline": "No automatic conversion for BFloat16 for backends.",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-03T12:38:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5fbfd392332729e4b1f898209df50b1f3439aa1a",
"body": "BackendConfig now generated from arbitrary `map[string]any`, easier to manipulate and configure.",
"is_bot": false,
"headline": "Added support for BHSD layout.",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-03T12:11:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e562eb266e9e40bcb33ee547450087ab2d1eff56",
"body": "…use json encoding to generate the backend config,\n\nto facilitate reconfigurability.",
"is_bot": false,
"headline": "Refactored `flashBackendConfigV` to take as input map[string]any and …",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-03T11:57:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "22f2380e69b5e660ab2320a647414ea8e71abcf6",
"body": null,
"is_bot": false,
"headline": "Checked for `featureDim` being multiple of 8 -- required by cuDNN.",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-03T10:46:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d8613309e59d0f911f2e3814703b2c96ed23a886",
"body": "…mentation to the PJRT plugin.\n\nProperly set the `FusedScaledDotProductAttentionVJP` capability.",
"is_bot": false,
"headline": "Created new `Backend.IsCUDA` and `Backend.IsCPU`, deferring the imple…",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-07-03T10:39:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c124ae00f41baf45d45f5f97a92095589cf3d2f5",
"body": "…refactor)",
"is_bot": false,
"headline": "compute/xla: thread flash stats as statesForVJP []Value (compute API …",
"author_name": "Guy J Grigsby",
"author_login": "guygrigsby",
"committed_at": "2026-07-02T16:54:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "68afac5e749329210b6be04be83c84e1eefd4032",
"body": "Stage 1: CustomCallV2, fmha target seam, seqlen padding masks",
"is_bot": false,
"headline": "Merge pull request #1 from guygrigsby/stage1-customcallv2-seqlen",
"author_name": "Guy J Grigsby",
"author_login": "guygrigsby",
"committed_at": "2026-07-01T02:17:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7ebc65eabc67cc7d8124940e5d7043d254d41f5b",
"body": "… clearer reason\n\nPer review: consolidate the 'why no fusion' reasons in flashSupported and add the\nmissing dtype check (float16/bfloat16 via IsHalfPrecision) with an explicit message.",
"is_bot": false,
"headline": "compute/xla: gate fmha dtype in flashSupported (half-precision only),…",
"author_name": "Guy J Grigsby",
"author_login": "guygrigsby",
"committed_at": "2026-06-30T21:02:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8bd845eb5d3ef30fc40a3114591255f9ee4cab99",
"body": "…istinction\n\ncompute/xla: validate seqlen operand dtype and shape before cuDNN custom-call\n\nvalidateSeqLen helper checks int32 rank-1 [B] for QuerySeqLen/KeyValueSeqLen\nin both the forward and VJP paths; wrong dtype or length now returns a clear\nerror before the operand reaches XLA lowering. Add CPU-runnable unit tests\ncovering wrong dtype, wrong rank, wrong length, non-Node value, and the\nhappy path (TestValidateSeqLen).",
"is_bot": false,
"headline": "stablehlo: fix CustomCallV2 layout docstring nil-slice vs nil-entry d…",
"author_name": "Guy J Grigsby",
"author_login": "guygrigsby",
"committed_at": "2026-06-30T04:04:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d9bb6fe6648d131f05a6e41a261bff3d0a709739",
"body": "Add readFlatBF16 and assertSeqLenMasksOutput helpers. The latter compares\nthe padding positions (s >= S/2) of the short batch element against the\nsame positions of the full-length element: with q=k=v=ones, cuDNN\nPADDING_CAUSAL zeros padding-query outputs, so they must differ from the\nactive (non-zero) outputs of batch 0. The test now fails if cuDNN ignores\nthe seqlens. Finiteness assertion retained.",
"is_bot": false,
"headline": "compute/xla: prove seqlen masking changes output in PADDING_CAUSAL test",
"author_name": "Guy J Grigsby",
"author_login": "guygrigsby",
"committed_at": "2026-06-30T03:07:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9350689db50c63fcc2b206432046a1dacba88dcc",
"body": "Replace 3 stablehlo.CustomCall sites with CustomCallV2 ([][]int layouts).\nSwitch cuda guard from FlagPluginName string compare to client.Plugin().IsCUDA();\nmove skip after getPJRTClient so the plugin is available. Both tests compile\nand SKIP cleanly on CPU/Mac; cuDNN execution path unchanged for cuda host.",
"is_bot": false,
"headline": "pjrt: migrate fmha tests to CustomCallV2 and IsCUDA gate",
"author_name": "Guy J Grigsby",
"author_login": "guygrigsby",
"committed_at": "2026-06-29T22:55:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fba6bd0eff8253c2e499e7b18bf460295a5a25e3",
"body": "flashSupported no longer rejects non-causal or missing seqlens: any\ncombination of causal/seqlens is valid; selectFMHAVariant picks the\nmask_type (NO_MASK, CAUSAL, PADDING, PADDING_CAUSAL). Materialized mask\nand mismatched seqlens (one without the other) remain rejected.\n\nAdd TestSelectFMHAVariant_SeqLenPadding (CPU, confirms PADDING /\nPADDING_CAUSAL routing and causal regression).\nAdd TestFMHA_SeqLenPaddingCausal_cuda ([cuda], self-skips on Mac).",
"is_bot": false,
"headline": "compute/xla: allow seqlen padding masks in cuDNN flash path",
"author_name": "Guy J Grigsby",
"author_login": "guygrigsby",
"committed_at": "2026-06-29T22:49:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f21d44b962df8a4c07b9579f8b015a7c17de5f93",
"body": null,
"is_bot": false,
"headline": "compute/xla: seqlen fmha operand set; fp8 paused as NotImplemented",
"author_name": "Guy J Grigsby",
"author_login": "guygrigsby",
"committed_at": "2026-06-29T22:40:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e09862b3c9263b04a879016e08b157ffc014a4da",
"body": null,
"is_bot": false,
"headline": "compute/xla: config-driven fmha target + mask_type selection seam",
"author_name": "Guy J Grigsby",
"author_login": "guygrigsby",
"committed_at": "2026-06-29T22:36:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0015b7718d32eaa689800bee3a760d804a3b88a9",
"body": "…ernally",
"is_bot": false,
"headline": "compute/xla: typed CustomCallV2 with [][]int layouts, render MLIR int…",
"author_name": "Guy J Grigsby",
"author_login": "guygrigsby",
"committed_at": "2026-06-29T22:28:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "28d1e9b75a6b06d02beb4f88eeb2e11123916fe7",
"body": "…tion",
"is_bot": false,
"headline": "Merge branch 'main' of ssh://github.com/gomlx/go-xla into flash-atten…",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-29T06:50:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9f76d27b064785fb77220467b9de66a02acfb352",
"body": null,
"is_bot": false,
"headline": "Updated CHANGELOG.",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-29T06:46:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9da29363799bf2476bdbd8acaff2ef0c5dace385",
"body": "Improve XLA backend options support",
"is_bot": false,
"headline": "Merge pull request #38 from gomlx/add-backend-options",
"author_name": "Jan",
"author_login": "janpfeifer",
"committed_at": "2026-06-29T06:44:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4811968fc25dc38acfa2e491087188615b53e8cf",
"body": "Added and documented various XLA options made available by `GOMLX_BACKEND` (or the config string passed).\nAdded `help` plugin/option: which fails to create the XLA backend, but prints out documentation on available plugins and options.",
"is_bot": false,
"headline": "Added `parseOptions` to faciliate parsing of options.",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-29T06:38:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "368facea597229e8c2c8f4985ef447dfd2dc05b9",
"body": "…ory_fraction options.",
"is_bot": false,
"headline": "Upgrading options handling for XLA backend; Added preallocate and mem…",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-29T06:10:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "07cfc7b17b9ba301ced5a552f12fc6334586696a",
"body": "…mCall\n\nImplement FusedScaledDotProductAttention (forward) and FusedScaledDotProductAttentionVJP\n(backward) in flash.go via the cuDNN __cudnn$fmhaSoftmax / __cudnn$fmhaSoftmaxBackward\ncustom-calls. The backend_config + layout knowledge moves here from gomlx; it never leaves\ngo-xla. The forward retur\n[…]\ne no longer has it) and becomes a\nprivate customCall helper. FusedSDPA capability is gated on the cuda plugin at construction.\nThe low-level stablehlo.CustomCall primitive and its tests are unchanged.",
"is_bot": false,
"headline": "compute/xla: cuDNN flash as typed FusedSDPA + VJP, not a public Custo…",
"author_name": "Guy J Grigsby",
"author_login": "guygrigsby",
"committed_at": "2026-06-24T22:50:36Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "d2d893bf5dbc6060bcb58e4196aa7f87dad9f1c5",
"body": null,
"is_bot": false,
"headline": "compute/xla: tighten CustomCall guard comment",
"author_name": "Guy J Grigsby",
"author_login": "guygrigsby",
"committed_at": "2026-06-22T22:05:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "81488950d1dfe4fd7640c9bd63c42471147d75ab",
"body": "A __cudnn$ custom_call only lowers on the cuda plugin; on cpu/rocm it built fine and\nthen failed at compile time with an unknown-target error. Return ErrNotImplemented at\nbuild time instead, so callers (flash attention) fall back to a decomposed path rather\nthan hitting an uncatchable compile failure.",
"is_bot": false,
"headline": "compute/xla: reject cuDNN custom-calls on non-cuda plugins at build time",
"author_name": "Guy J Grigsby",
"author_login": "guygrigsby",
"committed_at": "2026-06-22T22:00:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b375ac95097280a9157348d33fbefa29bd101036",
"body": "Wires the backend Function.CustomCall through to stablehlo.CustomCall, converting\nthe compute output shapes to the StableHLO shape type. Multi-output: one result\nValue per spec.OutputShapes entry. This is what lets the gomlx graph layer emit\ncuDNN flash-attention custom_calls on the XLA backend.",
"is_bot": false,
"headline": "compute/xla: implement Function.CustomCall",
"author_name": "Guy J Grigsby",
"author_login": "guygrigsby",
"committed_at": "2026-06-22T21:33:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c42c799213a8efb1d61807d2ea4c1ad863e89d95",
"body": "Chains the training forward (which also returns the softmax stats f32[B,H,S])\nthrough a transpose into __cudnn$fmhaSoftmaxBackward, all in one compiled graph,\nand runs it: dQ/dK/dV come back finite. Confirms XLA lowers the flash backward we\nemit. Plus buffer/exec cleanup so the forward and backward tests don't starve\neach other's device memory when run in the same process. Both skip unless\n-plugin cuda.",
"is_bot": false,
"headline": "pjrt: test cuDNN flash backward custom_call end-to-end",
"author_name": "Guy J Grigsby",
"author_login": "guygrigsby",
"committed_at": "2026-06-22T20:52:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6d4b4f5ea4821e4c1d19533afc3a28fc904de105",
"body": "Emits __cudnn$fmhaSoftmax via stablehlo.CustomCall, compiles through PJRT, and\nruns it. Follows the existing convention: a normal test that skips unless\n-plugin cuda (so `go test ./...` on the cpu plugin skips it). With q=k=v=ones the\nuniform-softmax output must be all 1.0; verified on an RTX 3070 Ti (sm_86, cuDNN\n9.23). Confirms XLA lowers our emitted custom_call to cuDNN flash.\nRun: go test -plugin cuda -run TestFMHA ./pjrt/",
"is_bot": false,
"headline": "pjrt: test cuDNN flash forward custom_call end-to-end",
"author_name": "Guy J Grigsby",
"author_login": "guygrigsby",
"committed_at": "2026-06-22T20:24:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9f3d0725a7a44292e6b70fb607a808410902e33b",
"body": "Exposes stablehlo.custom_call (the op was in the optype enum but had no builder).\nSets call_target_name, api_version, raw backend_config, and pre-rendered\noperand/result layout attributes; multi-output for the result + workspace tuple.\nThis is the primitive needed to emit the cuDNN fused-attention custom-calls\n(__cudnn$fmhaSoftmax / -Backward). Test emits the flash forward and checks the\nrendered StableHLO matches what JAX emits.",
"is_bot": false,
"headline": "stablehlo: add CustomCall emitter",
"author_name": "Guy J Grigsby",
"author_login": "guygrigsby",
"committed_at": "2026-06-22T18:11:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ab1f50d463f98e7ab3ba9cacdf34b1c62bfd20dd",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-22T11:44:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "990bccf27de9347c36a9abf57715324f1e98bf19",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-21T20:44:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "12239753b68e149d71321bc595c5997febf8704b",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-21T20:18:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ecb8c18a0eeb2ad776d0d87dc04a613c2d510310",
"body": "Implement OptimizationBarrier and SchedulingBarrier for the XLA backend",
"is_bot": false,
"headline": "Merge pull request #36 from gomlx/add-barrier-ops",
"author_name": "Jan",
"author_login": "janpfeifer",
"committed_at": "2026-06-21T20:15:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "15727bfdbecc532dab78cbb2839f17915df7ff53",
"body": "…s/rel delta)",
"is_bot": false,
"headline": "Update dependency on github.com/gomlx/compute to 7cf34e7 (combined ab…",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-21T19:54:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b51e5c851873cde8b4f9df0b44ea758a17990654",
"body": "…lta fix)",
"is_bot": false,
"headline": "Update dependency on github.com/gomlx/compute to f4f6d82 (relative de…",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-21T19:29:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b52a4dbcb5258e980dcb13278e54361bd2ceab3c",
"body": "…rge check delta relaxation",
"is_bot": false,
"headline": "Update dependency on github.com/gomlx/compute to include TransposedLa…",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-21T19:17:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f2d4deab36c7a4ceaf7971c7ebc1f8e02e5ee969",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-21T19:10:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4015225fdf7c050164efaa168a42e01514259f48",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-21T19:10:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "28e80f9933841354eb8d8f7b7a52c79f6a77ef9c",
"body": null,
"is_bot": false,
"headline": "dotGeneralAddDependency now uses the new SchedulingBarrier.",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-21T18:21:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4a752afbf637b4488c2efaae11d2d37debfdf9b3",
"body": "…A backend.\n\nImplemented `SchedulingBarrier` by means of a no-op from the dependencies.",
"is_bot": false,
"headline": "Added `OptimizationBarrier` and `SchedulingBarrier` methods to the XL…",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-21T17:55:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1b52f9e7921408427dc6e4649edc9439067afc87",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-19T07:04:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d9c3ca970fe6fae3679b2d8a5783e9011cb6ebd8",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-18T15:48:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7a261bcebd0fc62b58cc6a3fe3c66cba059910e6",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-18T14:50:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "28960efdc139dad7c0af6c6bedaa20d879350411",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-18T14:26:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d0636427b8f86bdcd0218eb2e71edaaf67b16c6f",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-18T14:25:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a4672f189ef409afb99671687d6ab7022abc94b8",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-01T10:35:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8d8e8573f0d9f7727c77a279162e8ea2cf5ca64b",
"body": "Fix unimplemented functions mapping and CUDA TF32 precision setup",
"is_bot": false,
"headline": "Merge pull request #35 from gomlx/fix-notimplemented",
"author_name": "Jan",
"author_login": "janpfeifer",
"committed_at": "2026-06-01T10:05:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0390b38a3b41cbba18724a7ddb4b069ebb8dd119",
"body": null,
"is_bot": false,
"headline": "Updated github.com/gomlx/compute dependency.",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-01T09:26:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9e4dea767154eb09f4b8c644d03dd29f787b492c",
"body": null,
"is_bot": false,
"headline": "Fixed default TF32 only for cuda.",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-01T08:39:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e534c7cc3312c7b18be276b71fcb3bbdd0b3194c",
"body": null,
"is_bot": false,
"headline": "Fixed handling of \"tf32\" flag for CUDA.",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-01T08:03:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d58f96f8dd2114d83b93d35ff3c520b861a3a179",
"body": "returns a \"not-implemented\" error for new methods.",
"is_bot": false,
"headline": "Embed notimplemente.Function into xla.Function, so it automatically",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-06-01T07:45:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9215897b20d679fe4b93a7b9775261e5804fb9f4",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-05-24T10:06:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b1a56111a534ebeb3f96aa27a889c73818f9ad69",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-05-24T10:05:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6aca7d194c8b26c20fc35e050b513e1b5d878932",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-05-24T09:36:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b5b70b88818e35a2110b6d2c9b21db6fc435fd3a",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-05-24T09:36:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8401b4488c6f9dfc89cc032ec7709328c1dcad37",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-05-20T16:34:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0c468bde6de1ca54cb089eaf8bd77f75bfc08092",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-05-20T16:22:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f933663c2787aecf35f7dc0d03330a10e5c90827",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-05-20T10:54:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b0d15c4ac4cb68497e4fe5b83bcf8e871ba5cac1",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-05-14T04:24:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f4cab77641df3d07aba6868aa4e0a603943aee9f",
"body": "No Dynamic Shapes",
"is_bot": false,
"headline": "Merge pull request #34 from gomlx/no-dynamic-axes",
"author_name": "Jan",
"author_login": "janpfeifer",
"committed_at": "2026-05-14T04:23:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "942821ee7b08ae43c27ceb828057f1695b739d2f",
"body": null,
"is_bot": false,
"headline": "Updated dependency to latest compute version.",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-05-14T04:20:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "28565aee87f7741f375ede972d9087497f5dfec2",
"body": null,
"is_bot": false,
"headline": "Return a proper error for dynamic input shapes.",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-05-14T04:16:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0d3c5504af4598e9c0ae96db6f9be75ded064531",
"body": "- Documentation on DynamicShapes, to make it clear why.",
"is_bot": false,
"headline": "- Capabilities.DynamicAxes = false.",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-05-12T07:52:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1589d7b98fccd5bb5938040da1f7161010243c2b",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla/cmd/pjrt_installer",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-05-11T14:42:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "58a522def7e1eb223e1b167cefb65da27fd4d095",
"body": null,
"is_bot": false,
"headline": "Update GoMLX dependencies for github.com/gomlx/go-xla",
"author_name": "Jan Pfeifer",
"author_login": "janpfeifer",
"committed_at": "2026-05-11T14:42:06Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 9,
"commits_last_year": 795,
"latest_release_at": "2026-07-21T09:00:44Z",
"latest_release_tag": "v0.3.0",
"releases_from_tags": false,
"days_since_last_push": 3,
"active_weeks_last_year": 43,
"days_since_latest_release": 10,
"mean_days_between_releases": 27.6
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 50,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "github.com/gomlx/go-xla",
"exists": true,
"license": null,
"keywords": [],
"ecosystem": "go",
"matches_repo": true,
"registry_url": "https://pkg.go.dev/github.com/gomlx/go-xla",
"is_deprecated": false,
"latest_version": "v0.4.0",
"repository_url": "https://github.com/gomlx/go-xla",
"versions_count": 12,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": null,
"latest_published_at": "2026-07-28T05:32:32Z",
"latest_version_yanked": null,
"days_since_latest_publish": 4
}
]
},
"popularity": {
"forks": 3,
"stars": 18,
"watchers": 0,
"fork_history": {
"days": [
{
"date": "2025-12-23",
"count": 1
},
{
"date": "2026-05-05",
"count": 1
},
{
"date": "2026-06-23",
"count": 1
}
],
"complete": true,
"collected": 3,
"total_forks": 3
},
"star_history": null,
"open_issues_and_prs": 0
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples",
"notebooks"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [
"internal/protos/autotune_results.proto",
"internal/protos/autotuning.proto",
"internal/protos/backends.proto",
"internal/protos/compile_options.proto",
"internal/protos/cuda_compute_capability.proto",
"internal/protos/device_description.proto",
"internal/protos/dnn.proto",
"internal/protos/hlo.proto",
"internal/protos/metrics.proto",
"internal/protos/oneapi_compute_capability.proto",
"internal/protos/xla.proto",
"internal/protos/xla_data.proto"
],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [
"cmd/pjrt_installer/go.mod",
"go.mod"
],
"largest_source_bytes": 345601,
"source_files_sampled": 196,
"oversized_source_files": 7,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"go.mod"
],
"advisories": {
"error": null,
"scope": null,
"source": null,
"findings": [],
"collected": false,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 0,
"malicious_count": 0,
"assessed_package": null,
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"go"
],
"dependencies": [
{
"name": "github.com/gofrs/flock",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.13.0"
},
{
"name": "github.com/gomlx/compute",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.0.0-20260728052203-194c83015e3e"
},
{
"name": "github.com/janpfeifer/go-benchmarks",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.1.1"
},
{
"name": "github.com/pkg/errors",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.9.1"
},
{
"name": "github.com/stretchr/testify",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.11.1"
},
{
"name": "golang.org/x/term",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.40.0"
},
{
"name": "google.golang.org/protobuf",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.36.11"
},
{
"name": "k8s.io/klog/v2",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v2.140.0"
}
],
"all_dependencies": {
"error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"source": null,
"packages": [],
"collected": false,
"truncated": false,
"total_count": null,
"direct_count": null,
"indirect_count": null
}
},
"maintainership": {
"issues": {
"open_prs": 0,
"merged_prs": 44,
"open_issues": 0,
"closed_ratio": null,
"closed_issues": 0,
"closed_unmerged_prs": 0
},
"bus_factor": 1,
"bot_contributors": 1,
"top_contributors": [
{
"type": "User",
"login": "janpfeifer",
"commits": 1230,
"avatar_url": "https://avatars.githubusercontent.com/u/7460115?v=4"
},
{
"type": "User",
"login": "ajroetker",
"commits": 24,
"avatar_url": "https://avatars.githubusercontent.com/u/3198124?v=4"
},
{
"type": "User",
"login": "guygrigsby",
"commits": 20,
"avatar_url": "https://avatars.githubusercontent.com/u/3924641?v=4"
},
{
"type": "User",
"login": "actions-user",
"commits": 10,
"avatar_url": "https://avatars.githubusercontent.com/u/65916846?v=4"
},
{
"type": "User",
"login": "riley-oh6",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/132317994?v=4"
},
{
"type": "User",
"login": "stijnkoopal",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/3943258?v=4"
},
{
"type": "User",
"login": "dmarro89",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/13660007?v=4"
},
{
"type": "User",
"login": "RJKeevil",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/10771606?v=4"
},
{
"type": "User",
"login": "SandSnip3r",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/5478410?v=4"
},
{
"type": "User",
"login": "tdegris",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/244774?v=4"
}
],
"contributors_sampled": 11,
"top_contributor_share": 0.951
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"darwin_tests.yaml",
"linux_amd64_tests.yaml",
"linux_arm64_tests.yaml",
"linux_old_amd64_tests.yaml",
"windows_amd64_tests.yaml"
],
"has_docs_dir": true,
"linter_configs": [
".golangci.yml"
],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [
"go.sum"
],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 0,
"reason": "branch protection not enabled on development/release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 5,
"reason": "3 out of 6 merged PRs checked by a CI test -- score normalized to 5",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 0,
"reason": "Found 1/20 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 10,
"reason": "project has 3 contributing companies or organizations -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 0,
"reason": "no update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": null,
"reason": "packaging workflow not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 3,
"reason": "dependency not pinned by hash detected -- score normalized to 3",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 0,
"reason": "security policy file not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 8,
"reason": "2 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "4a8b029269e286e359cad17cb185b92930c8e529",
"ran_at": "2026-08-01T06:40:53Z",
"aggregate_score": 4.2,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-28T05:33:51Z",
"oldest_open_prs": [],
"last_merged_pr_at": "2026-07-28T05:32:33Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": []
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/gomlx/go-xla",
"host": "github.com",
"name": "go-xla",
"owner": "gomlx"
},
"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": "The weighted overall 64 is calibrated to 73 on the published index scale (record calibration 2026-08-02).",
"notes": [
{
"code": "overall_calibration",
"params": {
"raw": 64,
"calibrated": 73,
"calibration": "2026-08-02"
}
}
],
"value": 73,
"inputs": {
"security": 42,
"vitality": 96,
"community": 35,
"governance": 62,
"calibration": "2026-08-02",
"engineering": 74,
"ai_readiness": 60,
"weighted_overall_raw": 64
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "exceptional",
"name": "Vitality",
"value": 96,
"weight": 0.21,
"metrics": [
{
"key": "development_activity",
"band": "exceptional",
"name": "Development activity",
"note": null,
"notes": [],
"value": 94,
"inputs": {
"commits_last_year": 795,
"human_commit_share": 1,
"days_since_last_push": 3,
"active_weeks_last_year": 43
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 3 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 3
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "43/52 weeks with commits",
"points": 29.8,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 43
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "795 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 795
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "exceptional",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"releases_count": 9,
"latest_release_tag": "v0.3.0",
"releases_from_tags": false,
"days_since_latest_release": 10,
"mean_days_between_releases": 27.6
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "9 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 9
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 10 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 10
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~27.6 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 27.6
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "exceptional",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": 5,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 5 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 5
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "weak",
"name": "Community & Adoption",
"value": 35,
"weight": 0.17,
"metrics": [
{
"key": "popularity",
"band": "at_risk",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 22,
"inputs": {
"forks": 3,
"stars": 18,
"watchers": 0,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "18 stars",
"points": 20,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 18
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "3 forks",
"points": 2.5,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 3
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "0 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 0
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"readme_badges": null,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"readme_badge_services": [],
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (Apache-2.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "Apache-2.0"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 62,
"weight": 0.23,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 34,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 11,
"top_contributor_share": 0.951
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 95% of commits",
"points": 1.1,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 95
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "11 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 11
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 3 contributing companies or organizations -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Issue resolution, Newcomer PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"issue_resolution",
"newcomer_pr_acceptance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 67,
"inputs": {
"merged_prs": 44,
"open_issues": 0,
"closed_issues": 0,
"prs_merged_7d": null,
"prs_decided_7d": null,
"prs_merged_30d": null,
"prs_decided_30d": null,
"issue_closed_ratio": null,
"closed_unmerged_prs": 0,
"first_time_authors_30d": null,
"first_time_prs_merged_30d": null,
"first_time_prs_decided_30d": null
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "no issues or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_issues_or_data",
"params": {}
}
],
"max_points": 42
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "44/44 decided PRs merged",
"points": 30,
"status": "met",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 44,
"decided": 44
}
}
],
"max_points": 30
},
{
"key": "newcomer_pr_acceptance",
"name": "Newcomer PR acceptance",
"detail": "no first-time contributor's PR decided in 30d",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_newcomer_prs",
"params": {
"days": 30
}
}
],
"max_points": 13
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 1/20 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 61,
"inputs": {
"followers": 103,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "gomlx",
"public_repos": 21,
"account_age_days": 1201
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "103 followers of gomlx",
"points": 14.5,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 103,
"login": "gomlx"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "21 public repos, account ~3 yr old",
"points": 16.4,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 21
}
},
{
"code": "account_age_years",
"params": {
"years": 3
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "exceptional",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"github.com/gomlx/go-xla"
],
"ecosystems": "go",
"any_deprecated": false,
"min_days_since_publish": 4
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on go",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "go"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 4 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 4
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "12 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 12
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 74,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 74,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "5 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 5
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": ".golangci.yml",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yml"
}
}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "3 out of 6 merged PRs checked by a CI test -- score normalized to 5",
"points": 10,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "weak",
"name": "Security",
"value": 42,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "weak",
"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"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 42,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 4.2
},
"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 not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "3 out of 6 merged PRs checked by a CI test -- score normalized to 5",
"points": 1.2,
"status": "partial",
"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 1/20 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 3 contributing companies or organizations -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"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": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 3",
"points": 1.5,
"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": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "2 existing vulnerabilities detected",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "exceptional",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 7
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 60,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 17,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.32,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "32 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 17.1,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 32,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 70,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [
"cmd/pjrt_installer/go.mod",
"go.mod"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "cmd/pjrt_installer/go.mod, go.mod (toolchain convention, no task runner)",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "toolchain_convention",
"params": {
"files": "cmd/pjrt_installer/go.mod, go.mod"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": ".golangci.yml",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yml"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 3",
"points": 3,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "exceptional",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 98,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 345601,
"source_files_sampled": 196,
"oversized_source_files": 7
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "7/196 source files over 60KB",
"points": 53,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 196,
"oversized": 7
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "excellent",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"example_dirs": [
"examples",
"notebooks"
],
"has_mcp_signal": false,
"api_schema_files": [
"internal/protos/autotune_results.proto",
"internal/protos/autotuning.proto",
"internal/protos/backends.proto",
"internal/protos/compile_options.proto",
"internal/protos/cuda_compute_capability.proto",
"internal/protos/device_description.proto",
"internal/protos/dnn.proto",
"internal/protos/hlo.proto",
"internal/protos/metrics.proto",
"internal/protos/oneapi_compute_capability.proto",
"internal/protos/xla.proto",
"internal/protos/xla_data.proto"
]
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": "internal/protos/autotune_results.proto, internal/protos/autotuning.proto, internal/protos/backends.proto, internal/protos/compile_options.proto, internal/protos/cuda_compute_capability.proto, internal/protos/device_description.proto, internal/protos/dnn.proto, internal/protos/hlo.proto, internal/protos/metrics.proto, internal/protos/oneapi_compute_capability.proto, internal/protos/xla.proto, internal/protos/xla_data.proto",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "internal/protos/autotune_results.proto, internal/protos/autotuning.proto, internal/protos/backends.proto, internal/protos/compile_options.proto, internal/protos/cuda_compute_capability.proto, internal/protos/device_description.proto, internal/protos/dnn.proto, internal/protos/hlo.proto, internal/protos/metrics.proto, internal/protos/oneapi_compute_capability.proto, internal/protos/xla.proto, internal/protos/xla_data.proto"
}
}
],
"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, notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, notebooks"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"labels": [
"library"
],
"scores": {
"library": 6,
"network-service": 3
},
"primary": "library",
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:go",
"weight": 6
},
{
"tier": "structure",
"label": "network-service",
"source": "api_schema",
"weight": 3
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": false,
"consumed_by_code": true
},
"metrics_version": "2.3.1"
},
"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": "2026-08-01T06:41:07.496602Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/gomlx/go-xla.svg",
"full_name": "gomlx/go-xla",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.
Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v2.3.1, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — Go.