Public record
Software health reportschema 0.11.0 · metrics 2.10.0 · 2026-07-17 03:36 UTC

NexusGPU / tensor-fusion

Tensor Fusion is a state-of-the-art GPU virtualization and pooling solution designed to optimize GPU cluster utilization to its fullest potential.

GoApache-2.0★ 158 stars⑂ 31 forkssince Nov 2024View on GitHub ↗
KindNetwork serviceTerminal interfacehow this is determined
#ai#amd-gpu#gpu#gpu-pooling#gpu-scheduling#gpu-virtualization#nvidia#rcuda#remote-gpu#vgpu#autoscaling#gpu-usage#inference#karpenter#llm-serving#pytorch#dynamic-resource-allocation#gpu-acceleration#kubernetes

NexusGPU/tensor-fusion holds a health index of 86 out of 100, placing it in the Excellent band. It scores highest on Vitality (94/100) and lowest on Community & Adoption (49/100). It was last updated 2 days ago. 2 contributors account for most of its recent work.

86
overall / 100
Excellent

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

86
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 72 is calibrated to 86 on the published index scale (record calibration 2026-08-02).

Ownership

NexusGPUOrganization
35 followers12 public repossince Oct 2024

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/NexusGPU/tensor-fusion/apiv0.1.13-1436 days ago
Gogithub.com/NexusGPU/tensor-fusionv1.65.5-2953 days ago

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

94Exceptional · 21% of overall

Development activity

97Exceptional
How it's scored
36/36Push recency — last push 2 days ago
33.2/36Commit cadence — 48/52 weeks with commits
18/18Commit volume — 289 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year289
human_commit_share—
days_since_last_push2
active_weeks_last_year48

Release discipline

90Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 2 days ago
27/27Release cadence — a release every ~1.6 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv2.12.1
releases_from_tagsno
days_since_latest_release2
mean_days_between_releases1.6

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

49Weak · 17% of overall

Popularity & adoption

48Weak
How it's scored
35.6/60Stars — 158 stars
12.3/25Forks — 31 forks
0/15Watchers — 2 watchers
Inputs used
forks31
stars158
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

50Moderate
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges—
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services—
has_pull_request_templateno

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

70Good · 23% of overall

Maintainer resilience (bus factor)

60Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
15.7/22.5Commit distribution — top contributor authored 30% of commits
13.5/13.5Contributor breadth — 13 contributors
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Inputs used
bus_factor2
contributors_sampled13
top_contributor_share0.3

Issue & PR responsiveness

64Moderate
How it's scored
28.9/42Issue resolution — 69% of issues closed
26.6/30PR acceptance — 616/695 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 2/26 approved changesets -- score normalized to 0
Inputs used
merged_prs616
open_issues10
closed_issues22
prs_merged_7d—
prs_decided_7d—
prs_merged_30d—
prs_decided_30d—
issue_closed_ratio0.688
closed_unmerged_prs79
first_time_authors_30d—
first_time_prs_merged_30d—
first_time_prs_decided_30d—
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

66Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain — verified-domain status not read for this organization
11.2/25Owner reach — 35 followers of NexusGPU
11.6/25Track record — 12 public repos, account ~1 yr old
Inputs used
followers35
owner_typeOrganization
is_verified—
owner_loginNexusGPU
public_repos12
account_age_days637
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 2 package(s) on go
35/35Publish recency — latest publish 3 days ago
20/20Version history — 295 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/NexusGPU/tensor-fusion/api, github.com/NexusGPU/tensor-fusion
ecosystemsgo
any_deprecatedno
min_days_since_publish3

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 19% of overall

Engineering practices

84Excellent
How it's scored
24/24CI workflows — 6 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://tensor-fusion.ai
10/10Repository description
10/10Topics — 19 topics
0/10Wiki
Inputs used
topicsai, amd-gpu, gpu, gpu-pooling, gpu-scheduling, gpu-virtualization, nvidia, rcuda, remote-gpu, vgpu, autoscaling, gpu-usage, inference, karpenter, llm-serving, pytorch, dynamic-resource-allocation, gpu-acceleration, kubernetes
has_wikino
homepagehttps://tensor-fusion.ai
docs_sitehttps://tensor-fusion.ai
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

52Moderate · 16% of overall

Security posture

52Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 2/26 approved changesets -- score normalized to 0
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 11 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5.2

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

78Good · 4% of overall

Agent context & guidance

75Good
How it's scored
45/45Agent instructions — .cursor/rules/requirement.mdc
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share—
agent_instruction_files.cursor/rules/requirement.mdc
agent_instruction_max_bytes3,758
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

86Excellent
How it's scored
18/18One-command bootstrap — Makefile, provider/Makefile
22/22Automated tests
11/11Lint / format config — .golangci.yml
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no data
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileno
typed_languageyes
bootstrap_filesMakefile, provider/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configs—
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.

Code legibility for models

99Exceptional
How it's scored
45/45Type-checkable code — Go (statically typed)
54.3/55Manageable file sizes — 4/337 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes113,272
source_files_sampled337
oversized_source_files4

Machine-readable interfaces

40Weak
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — example, samples
Inputs used
example_dirsexample, samples
has_mcp_signalno
api_schema_files—
interfaces_expected_ofnetwork-service

Key facts

158GitHub stars
13contributors
289commits, last 12 months
2days since last push
100releases
2bus factor
10open issues
Gopackage ecosystems

More detail

OpenSSF Scorecard 5.2 / 10
5.2aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-17 03:36 UTC

10Binary-Artifactsno binaries found in the repo
1Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 2/26 approved changesets -- score normalized to 0
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities11 existing vulnerabilities detected
Direct dependencies 58
RegistryPackageVersion constraintManifest
Gok8s.io/apiv0.35.0api/go.mod
Gok8s.io/apimachineryv0.35.0api/go.mod
Gok8s.io/kube-schedulerv0.35.0api/go.mod
Gosigs.k8s.io/controller-runtimev0.23.1api/go.mod
Gogithub.com/NexusGPU/tensor-fusion/apiv0.0.0go.mod
Gogithub.com/DATA-DOG/go-sqlmockv1.5.2go.mod
Gogithub.com/aliyun/alibaba-cloud-sdk-gov1.63.107go.mod
Gogithub.com/aws/aws-sdk-go-v2v1.41.4go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/ec2v1.296.0go.mod
Gogithub.com/aws/smithy-gov1.24.2go.mod
Gogithub.com/awslabs/operatorpkgv0.0.0-20251024191238-14554b75b88ago.mod
Gogithub.com/charmbracelet/bubblesv1.0.0go.mod
Gogithub.com/charmbracelet/bubbleteav1.3.10go.mod
Gogithub.com/charmbracelet/lipglossv1.1.0go.mod
Gogithub.com/ebitengine/puregov0.10.0go.mod
Gogithub.com/fsnotify/fsnotifyv1.9.0go.mod
Gogithub.com/gin-contrib/gzipv1.2.5go.mod
Gogithub.com/gin-gonic/ginv1.12.0go.mod
Gogithub.com/go-logr/logrv1.4.3go.mod
Gogithub.com/go-sql-driver/mysqlv1.9.3go.mod
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Gogithub.com/google/uuidv1.6.0go.mod
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Gogithub.com/onsi/ginkgo/v2v2.28.1go.mod
Gogithub.com/onsi/gomegav1.39.1go.mod
Gogithub.com/patrickmn/go-cachev2.1.0+incompatiblego.mod
Gogithub.com/pkg/errorsv0.9.1go.mod
Gogithub.com/posthog/posthog-gov1.11.1go.mod
Gogithub.com/robfig/cron/v3v3.0.1go.mod
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Gogoogle.golang.org/protobufv1.36.11go.mod
Gogopkg.in/natefinch/lumberjack.v2v2.2.1go.mod
Gogorm.io/driver/mysqlv1.6.0go.mod
Gogorm.io/gormv1.31.1go.mod
Gok8s.io/apiv0.35.2go.mod
Gok8s.io/apimachineryv0.35.2go.mod
Gok8s.io/apiserverv0.35.2go.mod
Gok8s.io/autoscaler/vertical-pod-autoscalerv1.6.0go.mod
Gok8s.io/client-gov0.35.2go.mod
Gok8s.io/component-basev0.35.2go.mod
Gok8s.io/component-helpersv0.35.2go.mod
Gok8s.io/klog/v2v2.140.0go.mod
Gok8s.io/kube-schedulerv0.35.2go.mod
Gok8s.io/kubeletv0.35.2go.mod
Gok8s.io/kubernetesv1.35.2go.mod
Gok8s.io/utilsv0.0.0-20260210185600-b8788abfbbc2go.mod
Gosigs.k8s.io/controller-runtimev0.23.3go.mod
Gosigs.k8s.io/karpenterv1.8.2go.mod
Gosigs.k8s.io/yamlv1.6.0go.mod
All dependencies 252

Full resolved dependency set from the GitHub dependency graph: 67 direct and 185 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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Gogithub.com/google/btreev1.1.3indirect
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Gogithub.com/google/gnostic-modelsv0.7.1indirect
Gogithub.com/google/go-cmpv0.7.0indirect
Gogithub.com/google/pprofv0.0.0-20260115054156-294ebfa9ad83indirect
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Gogithub.com/jinzhu/nowv1.1.5indirect
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Gogithub.com/quic-go/quic-gov0.59.1indirect
Gogithub.com/rivo/unisegv0.4.7indirect
Gogithub.com/sahilm/fuzzyv0.1.1indirect
Gogithub.com/spf13/cobrav1.10.0indirect
Gogithub.com/spf13/cobrav1.10.2indirect
Gogithub.com/spf13/pflagv1.0.10indirect
Gogithub.com/spf13/pflagv1.0.9indirect
Gogithub.com/stoewer/go-strcasev1.3.0indirect
Gogithub.com/stoewer/go-strcasev1.3.1indirect
Gogithub.com/stretchr/objxv0.5.3indirect
Gogithub.com/twitchyliquid64/golang-asmv0.15.1indirect
Gogithub.com/ugorji/go/codecv1.3.1indirect
Gogithub.com/x448/float16v0.8.4indirect
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Gogo.etcd.io/etcd/client/pkg/v3v3.6.5indirect
Gogo.etcd.io/etcd/client/v3v3.6.5indirect
Gogo.mongodb.org/mongo-driver/v2v2.5.0indirect
Gogo.opentelemetry.io/auto/sdkv1.2.1indirect
Gogo.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpcv0.63.0indirect
Gogo.opentelemetry.io/contrib/instrumentation/net/http/otelhttpv0.63.0indirect
Gogo.opentelemetry.io/otel/exporters/otlp/otlptracev1.38.0indirect
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Gogo.opentelemetry.io/otel/metricv1.43.0indirect
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Gogo.opentelemetry.io/otel/tracev1.41.0indirect
Gogo.opentelemetry.io/otel/tracev1.43.0indirect
Gogo.opentelemetry.io/proto/otlpv1.8.0indirect
Gogo.uber.org/multierrv1.11.0indirect
Gogo.yaml.in/yaml/v2v2.4.3indirect
Gogo.yaml.in/yaml/v3v3.0.4indirect
Gogolang.org/x/archv0.22.0indirect
Gogolang.org/x/cryptov0.52.0indirect
Gogolang.org/x/expv0.0.0-20240719175910-8a7402abbf56indirect
Gogolang.org/x/expv0.0.0-20250819193227-8b4c13bb791bindirect
Gogolang.org/x/modv0.35.0indirect
Gogolang.org/x/netv0.47.0indirect
Gogolang.org/x/netv0.54.0indirect
Gogolang.org/x/oauth2v0.30.0indirect
Gogolang.org/x/oauth2v0.35.0indirect
Gogolang.org/x/syncv0.18.0indirect
Gogolang.org/x/syncv0.20.0indirect
Gogolang.org/x/sysv0.38.0indirect
Gogolang.org/x/sysv0.45.0indirect
Gogolang.org/x/termv0.37.0indirect
Gogolang.org/x/termv0.43.0indirect
Gogolang.org/x/textv0.31.0indirect
Gogolang.org/x/textv0.37.0indirect
Gogolang.org/x/toolsv0.44.0indirect
Gogoogle.golang.org/genproto/googleapis/apiv0.0.0-20250303144028-a0af3efb3debindirect
Gogoogle.golang.org/genproto/googleapis/apiv0.0.0-20251202230838-ff82c1b0f217indirect
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Gogoogle.golang.org/genproto/googleapis/rpcv0.0.0-20251202230838-ff82c1b0f217indirect
Gogopkg.in/evanphx/json-patch.v4v4.13.0indirect
Gogopkg.in/inf.v0v0.9.1indirect
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Gogopkg.in/yaml.v2v2.4.0indirect
Gogopkg.in/yaml.v3v3.0.1indirect
Gok8s.io/apiextensions-apiserverv0.35.0indirect
Gok8s.io/cloud-providerv0.35.0indirect
Gok8s.io/controller-managerv0.35.0indirect
Gok8s.io/csi-translation-libv0.35.0indirect
Gok8s.io/dynamic-resource-allocationv0.35.0indirect
Gok8s.io/dynamic-resource-allocationv0.35.2indirect
Gok8s.io/kmsv0.35.2indirect
Gok8s.io/kube-openapiv0.0.0-20250910181357-589584f1c912indirect
Gok8s.io/kube-openapiv0.0.0-20260127142750-a19766b6e2d4indirect
Gosigs.k8s.io/apiserver-network-proxy/konnectivity-clientv0.33.0indirect
Gosigs.k8s.io/jsonv0.0.0-20250730193827-2d320260d730indirect
Gosigs.k8s.io/randfillv1.0.0indirect
Gosigs.k8s.io/structured-merge-diff/v6v6.3.2indirect
Gosigs.k8s.io/structured-merge-diff/v6v6.3.2-0.20260122202528-d9cc6641c482indirect
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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.11.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — Go.