Public record
Software health reportschema 0.16.0 · metrics 1.13.0 · 2026-07-20 22:21 UTC

flyteorg / flyte

Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

GoApache-2.0★ 7,146 stars⑂ 848 forkssince Oct 2019View on GitHub ↗

flyteorg/flyte holds a health index of 81 out of 100, placing it in the Good band. It scores highest on Sustainability & Governance (90/100) and lowest on Security (54/100). It was last updated today. 9 contributors account for most of its recent work.

81
overall / 100
Good

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

81
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe 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.

Ownership

FlyteOrganization
338 followers49 public repossince Jan 2018

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/flyteorg/flyte/v2v2.0.28-444 days ago

Metrics by category

Vitality

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

82Good · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
11.8/36Commit cadence — 17/52 weeks with commits
18/18Commit volume — 242 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year242
human_commit_share
days_since_last_push0
active_weeks_last_year17
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 3 days ago
27/27Release cadence — a release every ~5 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv2.0.28
releases_from_tagsno
days_since_latest_release3
mean_days_between_releases5

Community & Adoption

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

88Excellent · 18% of overall
How it's scored
60/60Stars — 7,146 stars
24.4/25Forks — 848 forks
13.3/15Watchers — 249 watchers
Inputs used
forks848
stars7,146
watchers249
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductno
has_pull_request_templateyes

Sustainability & Governance

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

90Excellent · 24% of overall
How it's scored
54/54Bus factor — 9 contributor(s) cover half of all commits
20.5/22.5Commit distribution — top contributor authored 9% of commits
13.5/13.5Contributor breadth — 100 contributors
10/10OpenSSF Scorecard: Contributors — project has 19 contributing companies or organizations
Inputs used
bus_factor9
contributors_sampled100
top_contributor_share0.088
How it's scored
45.5/46.8Issue resolution — 97% of issues closed
29.5/38.3PR acceptance — 2,785/3,607 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs2,785
open_issues99
closed_issues3,518
issue_closed_ratio0.973
closed_unmerged_prs822
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
18.2/25Owner reach — 338 followers of flyteorg
24.4/25Track record — 49 public repos, account ~8 yr old
Inputs used
followers338
owner_typeOrganization
is_verified
owner_loginflyteorg
public_repos49
account_age_days3,111
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 4 days ago
20/20Version history — 44 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/flyteorg/flyte/v2
ecosystemsgo
any_deprecatedno
min_days_since_publish4

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 20% of overall
How it's scored
24/24CI workflows — 18 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://flyte.org
10/10Repository description
10/10Topics — 20 topics
0/10Wiki
Inputs used
topicsflyte, machine-learning, golang, scale, workflow, data-science, data-analysis, kubernetes, orchestration-engine, mlops, grpc, python, production, declarative, fine-tuning, llm, hacktoberfest, agentic, ai-agents, ai-development-tools
has_wikino
homepagehttps://flyte.org
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

54Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
1.2/2.5CII-Best-Practices — badge detected: Passing
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 19 contributing companies or organizations
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 10 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 18 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5.5
How it's scored
10.8/35Direct dependencies free of known advisories — 5 affected: github.com/shamaton/msgpack/v2 v2.2.2 (high 7.5), github.com/aws/aws-sdk-go v1.44.2 (unknown), github.com/aws/aws-sdk-go v1.47.11 (unknown), +2 more
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
26.9/40No advisories left outstanding — 5 advisory-carrying package(s) unaddressed past 90 days; oldest published 1,619 days ago
Inputs used
sourceosv
advisories118
affected_packages23
assessed_packages918
unassessed_packages31
affected_by_severitycritical 2, high 5, moderate 6, low 1, unknown 9
direct_affected_packages5
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 918 resolved dependencies against OSV. 31 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

61Moderate · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
18/18One-command bootstrap — Makefile, boilerplate/flyte/docker_build/Makefile, boilerplate/flyte/end2end/Makefile, boilerplate/flyte/golang_test_targets/Makefile, boilerplate/flyte/precommit/Makefile, charts/flyte-binary/Makefile, docker/devbox-bundled/Makefile, docker/devbox-bundled/bootstrap/Makefile, executor/Makefile, flytecopilot/Makefile, flyteidl2/gen_utils/ts/Makefile, flyteplugins/Makefile, flytestdlib/Makefile, gen/ts/Makefile, manager/Makefile, runs/Makefile
22/22Automated tests
11/11Lint / format config — .golangci.yml
11/11Static type checking — flyteidl2/gen_utils/ts/tsconfig.json, gen/ts/tsconfig.json
10/10Reproducible environment — devcontainer, Dockerfile, 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, package-lock.json, uv.lock
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile, boilerplate/flyte/docker_build/Makefile, boilerplate/flyte/end2end/Makefile, boilerplate/flyte/golang_test_targets/Makefile, boilerplate/flyte/precommit/Makefile, charts/flyte-binary/Makefile, docker/devbox-bundled/Makefile, docker/devbox-bundled/bootstrap/Makefile, executor/Makefile, flytecopilot/Makefile, flyteidl2/gen_utils/ts/Makefile, flyteplugins/Makefile, flytestdlib/Makefile, gen/ts/Makefile, manager/Makefile, runs/Makefile
has_devcontaineryes
has_linter_configyes
typecheck_configsflyteidl2/gen_utils/ts/tsconfig.json, gen/ts/tsconfig.json
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
How it's scored
45/45Type-checkable code — Go (statically typed)
52.4/55Manageable file sizes — 61/1,295 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes699,372
source_files_sampled1,295
oversized_source_files61
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — flyteidl2/actions/actions_service.proto, flyteidl2/app/app_definition.proto, flyteidl2/app/app_logs_payload.proto, flyteidl2/app/app_logs_service.proto, flyteidl2/app/app_payload.proto, flyteidl2/app/app_service.proto, flyteidl2/app/replica_definition.proto, flyteidl2/auth/auth_service.proto, flyteidl2/auth/identity.proto, flyteidl2/cacheservice/cacheservice.proto, flyteidl2/cacheservice/v2/cacheservice.proto, flyteidl2/cluster/payload.proto, flyteidl2/cluster/service.proto, flyteidl2/common/authorization.proto, flyteidl2/common/configuration.proto, flyteidl2/common/identifier.proto, flyteidl2/common/identity.proto, flyteidl2/common/list.proto, flyteidl2/common/phase.proto, flyteidl2/common/policy.proto, flyteidl2/common/role.proto, flyteidl2/common/run.proto, flyteidl2/common/runtime_version.proto, flyteidl2/connector/connector.proto, flyteidl2/connector/service.proto, flyteidl2/core/artifact_id.proto, flyteidl2/core/catalog.proto, flyteidl2/core/execution.proto, flyteidl2/core/identifier.proto, flyteidl2/core/interface.proto, flyteidl2/core/literals.proto, flyteidl2/core/metrics.proto, flyteidl2/core/security.proto, flyteidl2/core/tasks.proto, flyteidl2/core/types.proto, flyteidl2/dataproxy/dataproxy_service.proto, flyteidl2/event/cloudevents.proto, flyteidl2/event/event.proto, flyteidl2/imagebuilder/definition.proto, flyteidl2/imagebuilder/payload.proto, flyteidl2/imagebuilder/service.proto, flyteidl2/logs/dataplane/payload.proto, flyteidl2/notification/definition.proto, flyteidl2/org/domain_definition.proto, flyteidl2/org/domain_service.proto, flyteidl2/plugins/clustered.proto, flyteidl2/plugins/common.proto, flyteidl2/plugins/dask.proto, flyteidl2/plugins/kubeflow/common.proto, flyteidl2/plugins/kubeflow/mpi.proto, flyteidl2/plugins/kubeflow/pytorch.proto, flyteidl2/plugins/kubeflow/tensorflow.proto, flyteidl2/plugins/mpi.proto, flyteidl2/plugins/presto.proto, flyteidl2/plugins/pytorch.proto, flyteidl2/plugins/qubole.proto, flyteidl2/plugins/ray.proto, flyteidl2/plugins/spark.proto, flyteidl2/plugins/tensorflow.proto, flyteidl2/project/project_service.proto, flyteidl2/secret/definition.proto, flyteidl2/secret/payload.proto, flyteidl2/secret/secret.proto, flyteidl2/settings/settings_definition.proto, flyteidl2/settings/settings_service.proto, flyteidl2/task/common.proto, flyteidl2/task/environment.proto, flyteidl2/task/run.proto, flyteidl2/task/task_definition.proto, flyteidl2/task/task_service.proto, flyteidl2/trigger/trigger_definition.proto, flyteidl2/trigger/trigger_service.proto, flyteidl2/workflow/events_proxy_service.proto, flyteidl2/workflow/internal_run_service.proto, flyteidl2/workflow/queue_service.proto, flyteidl2/workflow/run_definition.proto, flyteidl2/workflow/run_info.proto, flyteidl2/workflow/run_logs_service.proto, flyteidl2/workflow/run_service.proto, flyteidl2/workflow/state_service.proto, flyteidl2/workflow/translator_service.proto, flytestdlib/utils/prototest/test_type.proto
0/20MCP server
40/40Runnable examples — samples
Inputs used
example_dirssamples
has_mcp_signalno
api_schema_filesflyteidl2/actions/actions_service.proto, flyteidl2/app/app_definition.proto, flyteidl2/app/app_logs_payload.proto, flyteidl2/app/app_logs_service.proto, flyteidl2/app/app_payload.proto, flyteidl2/app/app_service.proto, flyteidl2/app/replica_definition.proto, flyteidl2/auth/auth_service.proto, flyteidl2/auth/identity.proto, flyteidl2/cacheservice/cacheservice.proto, flyteidl2/cacheservice/v2/cacheservice.proto, flyteidl2/cluster/payload.proto, flyteidl2/cluster/service.proto, flyteidl2/common/authorization.proto, flyteidl2/common/configuration.proto, flyteidl2/common/identifier.proto, flyteidl2/common/identity.proto, flyteidl2/common/list.proto, flyteidl2/common/phase.proto, flyteidl2/common/policy.proto, flyteidl2/common/role.proto, flyteidl2/common/run.proto, flyteidl2/common/runtime_version.proto, flyteidl2/connector/connector.proto, flyteidl2/connector/service.proto, flyteidl2/core/artifact_id.proto, flyteidl2/core/catalog.proto, flyteidl2/core/execution.proto, flyteidl2/core/identifier.proto, flyteidl2/core/interface.proto, flyteidl2/core/literals.proto, flyteidl2/core/metrics.proto, flyteidl2/core/security.proto, flyteidl2/core/tasks.proto, flyteidl2/core/types.proto, flyteidl2/dataproxy/dataproxy_service.proto, flyteidl2/event/cloudevents.proto, flyteidl2/event/event.proto, flyteidl2/imagebuilder/definition.proto, flyteidl2/imagebuilder/payload.proto, flyteidl2/imagebuilder/service.proto, flyteidl2/logs/dataplane/payload.proto, flyteidl2/notification/definition.proto, flyteidl2/org/domain_definition.proto, flyteidl2/org/domain_service.proto, flyteidl2/plugins/clustered.proto, flyteidl2/plugins/common.proto, flyteidl2/plugins/dask.proto, flyteidl2/plugins/kubeflow/common.proto, flyteidl2/plugins/kubeflow/mpi.proto, flyteidl2/plugins/kubeflow/pytorch.proto, flyteidl2/plugins/kubeflow/tensorflow.proto, flyteidl2/plugins/mpi.proto, flyteidl2/plugins/presto.proto, flyteidl2/plugins/pytorch.proto, flyteidl2/plugins/qubole.proto, flyteidl2/plugins/ray.proto, flyteidl2/plugins/spark.proto, flyteidl2/plugins/tensorflow.proto, flyteidl2/project/project_service.proto, flyteidl2/secret/definition.proto, flyteidl2/secret/payload.proto, flyteidl2/secret/secret.proto, flyteidl2/settings/settings_definition.proto, flyteidl2/settings/settings_service.proto, flyteidl2/task/common.proto, flyteidl2/task/environment.proto, flyteidl2/task/run.proto, flyteidl2/task/task_definition.proto, flyteidl2/task/task_service.proto, flyteidl2/trigger/trigger_definition.proto, flyteidl2/trigger/trigger_service.proto, flyteidl2/workflow/events_proxy_service.proto, flyteidl2/workflow/internal_run_service.proto, flyteidl2/workflow/queue_service.proto, flyteidl2/workflow/run_definition.proto, flyteidl2/workflow/run_info.proto, flyteidl2/workflow/run_logs_service.proto, flyteidl2/workflow/run_service.proto, flyteidl2/workflow/state_service.proto, flyteidl2/workflow/translator_service.proto, flytestdlib/utils/prototest/test_type.proto

Key facts

7,146GitHub stars
100contributors
242commits, last 12 months
0days since last push
100releases
9bus factor
99open issues
Gopackage ecosystems

More detail

OpenSSF Scorecard 5.5 / 10
5.5aggregate

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 · 2026-07-20 22:21 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-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
5CII-Best-Practicesbadge detected: Passing
10Code-Reviewall changesets reviewed
10Contributorsproject has 19 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities18 existing vulnerabilities detected
Direct dependencies 89
RegistryPackageVersion constraintManifest
Gobuf.build/gen/go/bufbuild/protovalidate/protocolbuffers/gov1.36.11-20260709200747-435963d16310.1go.mod
Gocloud.google.com/go/secretmanagerv1.16.0go.mod
Goconnectrpc.com/connectv1.20.0go.mod
Goconnectrpc.com/otelconnectv0.9.0go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/azcorev1.22.0go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/azidentityv1.14.0go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/security/keyvault/azsecretsv1.5.0go.mod
Gogithub.com/GoogleCloudPlatform/spark-on-k8s-operatorv0.0.0-20200723154620-6f35a1152625go.mod
Gogithub.com/aws/aws-sdk-gov1.55.8go.mod
Gogithub.com/aws/aws-sdk-go-v2v1.42.1go.mod
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.30go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/secretsmanagerv1.43.1go.mod
Gogithub.com/benlaurie/objecthashv0.0.0-20180202135721-d1e3d6079fc1go.mod
Gogithub.com/coocood/freecachev1.2.7go.mod
Gogithub.com/dask/dask-kubernetes/v2023v2023.0.0-20230626103304-abd02cd17b26go.mod
Gogithub.com/eko/gocache/lib/v4v4.2.3go.mod
Gogithub.com/eko/gocache/store/freecache/v4v4.2.4go.mod
Gogithub.com/eko/gocache/store/redis/v4v4.2.6go.mod
Gogithub.com/fatih/colorv1.19.0go.mod
Gogithub.com/fergusstrange/embedded-postgresv1.34.0go.mod
Gogithub.com/flyteorg/stowv0.3.13go.mod
Gogithub.com/fsnotify/fsnotifyv1.10.1go.mod
Gogithub.com/ghodss/yamlv1.0.0go.mod
Gogithub.com/go-test/deepv1.1.1go.mod
Gogithub.com/go-viper/mapstructure/v2v2.5.0go.mod
Gogithub.com/golang/protobufv1.5.4go.mod
Gogithub.com/googleapis/gax-go/v2v2.23.0go.mod
Gogithub.com/grpc-ecosystem/go-grpc-middleware/providers/prometheusv1.1.0go.mod
Gogithub.com/grpc-ecosystem/grpc-gateway/v2v2.29.0go.mod
Gogithub.com/hashicorp/golang-lruv1.0.2go.mod
Gogithub.com/hashicorp/golang-lru/v2v2.0.7go.mod
Gogithub.com/imdario/mergov0.3.16go.mod
Gogithub.com/jackc/pgx/v5v5.10.0go.mod
Gogithub.com/jmoiron/sqlxv1.4.0go.mod
Gogithub.com/kubeflow/training-operatorv1.9.3go.mod
Gogithub.com/lib/pqv1.12.3go.mod
Gogithub.com/magiconair/propertiesv1.8.10go.mod
Gogithub.com/mitchellh/mapstructurev1.5.0go.mod
Gogithub.com/onsi/ginkgo/v2v2.32.0go.mod
Gogithub.com/onsi/gomegav1.42.1go.mod
Gogithub.com/pkg/errorsv0.9.1go.mod
Gogithub.com/prometheus/client_golangv1.23.2go.mod
Gogithub.com/prometheus/commonv0.70.0go.mod
Gogithub.com/ray-project/kuberay/ray-operatorv1.6.2go.mod
Gogithub.com/redis/go-redis/extra/redisprometheus/v9v9.21.0go.mod
Gogithub.com/redis/go-redis/v9v9.21.0go.mod
Gogithub.com/robfig/cron/v3v3.0.1go.mod
Gogithub.com/samber/lov1.53.0go.mod
Gogithub.com/shamaton/msgpack/v2v2.4.1go.mod
Gogithub.com/sirupsen/logrusv1.9.4go.mod
Gogithub.com/spf13/cobrav1.10.2go.mod
Gogithub.com/spf13/pflagv1.0.10go.mod
Gogithub.com/spf13/viperv1.11.0go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogithub.com/vmihailenco/msgpack/v5v5.4.1go.mod
Gogo.opentelemetry.io/otelv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/jaegerv1.17.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpcv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/stdout/stdoutmetricv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/stdout/stdouttracev1.44.0go.mod
Gogo.opentelemetry.io/otel/metricv1.44.0go.mod
Gogo.opentelemetry.io/otel/sdkv1.44.0go.mod
Gogo.opentelemetry.io/otel/sdk/metricv1.44.0go.mod
Gogo.opentelemetry.io/otel/tracev1.44.0go.mod
Gogolang.org/x/expv0.0.0-20251219203646-944ab1f22d93go.mod
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Gogithub.com/Masterminds/semver/v3v3.5.0go.mod
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All dependencies 949

Full resolved dependency set from the GitHub dependency graph: 174 direct and 775 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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Gogo.augendre.info/fatcontextv0.9.0indirect
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Gogo.opencensus.iov0.24.0indirect
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Gogo.opentelemetry.io/contrib/instrumentation/net/http/otelhttpv0.61.0indirect
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Gogo.opentelemetry.io/otel/exporters/otlp/otlptracev1.43.0indirect
Gogo.opentelemetry.io/otel/exporters/otlp/otlptracev1.44.0indirect
Gogo.opentelemetry.io/proto/otlpv1.10.0indirect
Gogo.starlark.netv0.0.0-20200306205701-8dd3e2ee1dd5indirect
Gogo.uber.org/atomicv1.11.0indirect
Gogo.uber.org/multierrv1.11.0indirect
Gogo.uber.org/zapv1.27.0indirect
Gogo.uber.org/zapv1.27.1indirect
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Gogolang.org/x/cryptov0.51.0indirect
Gogolang.org/x/cryptov0.53.0indirect
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Gogolang.org/x/modv0.35.0indirect
Gogolang.org/x/modv0.36.0indirect
Gogolang.org/x/netv0.38.0indirect
Gogolang.org/x/netv0.52.0indirect
Gogolang.org/x/netv0.55.0indirect
Gogolang.org/x/netv0.56.0indirect
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Gogolang.org/x/sysv0.42.0indirect
Gogolang.org/x/sysv0.45.0indirect
Gogolang.org/x/sysv0.46.0indirect
Gogolang.org/x/termv0.41.0indirect
Gogolang.org/x/termv0.43.0indirect
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Gogolang.org/x/textv0.35.0indirect
Gogolang.org/x/textv0.37.0indirect
Gogolang.org/x/textv0.38.0indirect
Gogolang.org/x/toolsv0.42.0indirect
Gogolang.org/x/toolsv0.44.0indirect
Gogolang.org/x/toolsv0.45.0indirect
Gogomodules.xyz/jsonpatch/v2v2.4.0indirect
Gogomodules.xyz/jsonpatch/v2v2.5.0indirect
Gogoogle.golang.org/genprotov0.0.0-20240123012728-ef4313101c80indirect
Gogoogle.golang.org/genprotov0.0.0-20240227224415-6ceb2ff114deindirect
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Gogopkg.in/inf.v0v0.9.1indirect
Gogopkg.in/ini.v1v1.66.4indirect
Gogopkg.in/jcmturner/aescts.v1v1.0.1indirect
Gogopkg.in/jcmturner/dnsutils.v1v1.0.1indirect
Gogopkg.in/jcmturner/gokrb5.v7v7.5.0indirect
Gogopkg.in/jcmturner/rpc.v1v1.1.0indirect
Gogopkg.in/square/go-jose.v2v2.6.0indirect
Gogopkg.in/yaml.v3v3.0.1indirect
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Gogorm.io/driver/postgresv1.5.3indirect
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Gosigs.k8s.io/kustomize/apiv0.12.1indirect
Gosigs.k8s.io/kustomize/kyamlv0.13.9indirect
Gosigs.k8s.io/randfillv1.0.0indirect
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Dependency advisories 23

This repository publishes no package the index resolves, so its own dependency graph was assessed — 918 packages, which also include development and test pins that never ship: 23 carry known advisories, of which 5 are direct. 31 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
golang.org/x/cryptov0.49.0indirectcritical270.52.0
golang.org/x/cryptov0.51.0indirectcritical270.52.0
github.com/shamaton/msgpack/v2v2.2.2directhigh3
github.com/docker/dockerv28.0.0+incompatibleindirecthigh1029.3.1
protobuf6.32.1indirecthigh26.33.5
soupsieve2.6indirecthigh42.8.4
urllib32.6.3indirecthigh42.7.0
bytes1.6.0indirectmoderate21.11.1
golang.org/x/netv0.38.0indirectmoderate101.26.3
golang.org/x/netv0.52.0indirectmoderate81.26.3
gopkg.in/square/go-jose.v2v2.6.0indirectmoderate24.0.1
idna3.10indirectmoderate23.15
tokio1.37.0indirectmoderate21.44.2
rand0.8.5indirectlow20.10.1
github.com/aws/aws-sdk-gov1.44.2directunknown2
github.com/aws/aws-sdk-gov1.47.11directunknown2
github.com/aws/aws-sdk-gov1.55.8directunknown2
github.com/shamaton/msgpack/v2v2.4.1directunknown2
adler1.0.2indirectunknown1
anyhow1.0.82indirectunknown11.0.103
golang.org/x/cryptov0.53.0indirectunknown1
golang.org/x/sysv0.31.0indirectunknown10.44.0
golang.org/x/sysv0.42.0indirectunknown10.44.0

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable
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              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "badge detected: Passing",
                "points": 1.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 19 contributing companies or organizations",
                "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": "update tool detected",
                "points": 7.5,
                "status": "met",
                "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 10 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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "18 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 918 resolved dependencies against OSV; 31 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 918
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 31
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 50,
            "inputs": {
              "source": "osv",
              "advisories": 118,
              "affected_packages": 23,
              "assessed_packages": 918,
              "unassessed_packages": 31,
              "affected_by_severity": "critical 2, high 5, moderate 6, low 1, unknown 9",
              "direct_affected_packages": 5
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "5 affected: github.com/shamaton/msgpack/v2 v2.2.2 (high 7.5), github.com/aws/aws-sdk-go v1.44.2 (unknown), github.com/aws/aws-sdk-go v1.47.11 (unknown), +2 more",
                "points": 10.8,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 5,
                      "packages": "github.com/shamaton/msgpack/v2 v2.2.2 (high 7.5), github.com/aws/aws-sdk-go v1.44.2 (unknown), github.com/aws/aws-sdk-go v1.47.11 (unknown)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "5 advisory-carrying package(s) unaddressed past 90 days; oldest published 1619 days ago",
                "points": 26.9,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 5,
                      "oldest": 1619
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 918,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "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"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 8
            },
            "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": 61,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 86,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json",
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile",
                "boilerplate/flyte/docker_build/Makefile",
                "boilerplate/flyte/end2end/Makefile",
                "boilerplate/flyte/golang_test_targets/Makefile",
                "boilerplate/flyte/precommit/Makefile",
                "charts/flyte-binary/Makefile",
                "docker/devbox-bundled/Makefile",
                "docker/devbox-bundled/bootstrap/Makefile",
                "executor/Makefile",
                "flytecopilot/Makefile",
                "flyteidl2/gen_utils/ts/Makefile",
                "flyteplugins/Makefile",
                "flytestdlib/Makefile",
                "gen/ts/Makefile",
                "manager/Makefile",
                "runs/Makefile"
              ],
              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [
                "flyteidl2/gen_utils/ts/tsconfig.json",
                "gen/ts/tsconfig.json"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, boilerplate/flyte/docker_build/Makefile, boilerplate/flyte/end2end/Makefile, boilerplate/flyte/golang_test_targets/Makefile, boilerplate/flyte/precommit/Makefile, charts/flyte-binary/Makefile, docker/devbox-bundled/Makefile, docker/devbox-bundled/bootstrap/Makefile, executor/Makefile, flytecopilot/Makefile, flyteidl2/gen_utils/ts/Makefile, flyteplugins/Makefile, flytestdlib/Makefile, gen/ts/Makefile, manager/Makefile, runs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, boilerplate/flyte/docker_build/Makefile, boilerplate/flyte/end2end/Makefile, boilerplate/flyte/golang_test_targets/Makefile, boilerplate/flyte/precommit/Makefile, charts/flyte-binary/Makefile, docker/devbox-bundled/Makefile, docker/devbox-bundled/bootstrap/Makefile, executor/Makefile, flytecopilot/Makefile, flyteidl2/gen_utils/ts/Makefile, flyteplugins/Makefile, flytestdlib/Makefile, gen/ts/Makefile, manager/Makefile, runs/Makefile"
                    }
                  }
                ],
                "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": "flyteidl2/gen_utils/ts/tsconfig.json, gen/ts/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "flyteidl2/gen_utils/ts/tsconfig.json, gen/ts/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 97,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 699372,
              "source_files_sampled": 1295,
              "oversized_source_files": 61
            },
            "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": "61/1295 source files over 60KB",
                "points": 52.4,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1295,
                      "oversized": 61
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "good",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "example_dirs": [
                "samples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": [
                "flyteidl2/actions/actions_service.proto",
                "flyteidl2/app/app_definition.proto",
                "flyteidl2/app/app_logs_payload.proto",
                "flyteidl2/app/app_logs_service.proto",
                "flyteidl2/app/app_payload.proto",
                "flyteidl2/app/app_service.proto",
                "flyteidl2/app/replica_definition.proto",
                "flyteidl2/auth/auth_service.proto",
                "flyteidl2/auth/identity.proto",
                "flyteidl2/cacheservice/cacheservice.proto",
                "flyteidl2/cacheservice/v2/cacheservice.proto",
                "flyteidl2/cluster/payload.proto",
                "flyteidl2/cluster/service.proto",
                "flyteidl2/common/authorization.proto",
                "flyteidl2/common/configuration.proto",
                "flyteidl2/common/identifier.proto",
                "flyteidl2/common/identity.proto",
                "flyteidl2/common/list.proto",
                "flyteidl2/common/phase.proto",
                "flyteidl2/common/policy.proto",
                "flyteidl2/common/role.proto",
                "flyteidl2/common/run.proto",
                "flyteidl2/common/runtime_version.proto",
                "flyteidl2/connector/connector.proto",
                "flyteidl2/connector/service.proto",
                "flyteidl2/core/artifact_id.proto",
                "flyteidl2/core/catalog.proto",
                "flyteidl2/core/execution.proto",
                "flyteidl2/core/identifier.proto",
                "flyteidl2/core/interface.proto",
                "flyteidl2/core/literals.proto",
                "flyteidl2/core/metrics.proto",
                "flyteidl2/core/security.proto",
                "flyteidl2/core/tasks.proto",
                "flyteidl2/core/types.proto",
                "flyteidl2/dataproxy/dataproxy_service.proto",
                "flyteidl2/event/cloudevents.proto",
                "flyteidl2/event/event.proto",
                "flyteidl2/imagebuilder/definition.proto",
                "flyteidl2/imagebuilder/payload.proto",
                "flyteidl2/imagebuilder/service.proto",
                "flyteidl2/logs/dataplane/payload.proto",
                "flyteidl2/notification/definition.proto",
                "flyteidl2/org/domain_definition.proto",
                "flyteidl2/org/domain_service.proto",
                "flyteidl2/plugins/clustered.proto",
                "flyteidl2/plugins/common.proto",
                "flyteidl2/plugins/dask.proto",
                "flyteidl2/plugins/kubeflow/common.proto",
                "flyteidl2/plugins/kubeflow/mpi.proto",
                "flyteidl2/plugins/kubeflow/pytorch.proto",
                "flyteidl2/plugins/kubeflow/tensorflow.proto",
                "flyteidl2/plugins/mpi.proto",
                "flyteidl2/plugins/presto.proto",
                "flyteidl2/plugins/pytorch.proto",
                "flyteidl2/plugins/qubole.proto",
                "flyteidl2/plugins/ray.proto",
                "flyteidl2/plugins/spark.proto",
                "flyteidl2/plugins/tensorflow.proto",
                "flyteidl2/project/project_service.proto",
                "flyteidl2/secret/definition.proto",
                "flyteidl2/secret/payload.proto",
                "flyteidl2/secret/secret.proto",
                "flyteidl2/settings/settings_definition.proto",
                "flyteidl2/settings/settings_service.proto",
                "flyteidl2/task/common.proto",
                "flyteidl2/task/environment.proto",
                "flyteidl2/task/run.proto",
                "flyteidl2/task/task_definition.proto",
                "flyteidl2/task/task_service.proto",
                "flyteidl2/trigger/trigger_definition.proto",
                "flyteidl2/trigger/trigger_service.proto",
                "flyteidl2/workflow/events_proxy_service.proto",
                "flyteidl2/workflow/internal_run_service.proto",
                "flyteidl2/workflow/queue_service.proto",
                "flyteidl2/workflow/run_definition.proto",
                "flyteidl2/workflow/run_info.proto",
                "flyteidl2/workflow/run_logs_service.proto",
                "flyteidl2/workflow/run_service.proto",
                "flyteidl2/workflow/state_service.proto",
                "flyteidl2/workflow/translator_service.proto",
                "flytestdlib/utils/prototest/test_type.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "flyteidl2/actions/actions_service.proto, flyteidl2/app/app_definition.proto, flyteidl2/app/app_logs_payload.proto, flyteidl2/app/app_logs_service.proto, flyteidl2/app/app_payload.proto, flyteidl2/app/app_service.proto, flyteidl2/app/replica_definition.proto, flyteidl2/auth/auth_service.proto, flyteidl2/auth/identity.proto, flyteidl2/cacheservice/cacheservice.proto, flyteidl2/cacheservice/v2/cacheservice.proto, flyteidl2/cluster/payload.proto, flyteidl2/cluster/service.proto, flyteidl2/common/authorization.proto, flyteidl2/common/configuration.proto, flyteidl2/common/identifier.proto, flyteidl2/common/identity.proto, flyteidl2/common/list.proto, flyteidl2/common/phase.proto, flyteidl2/common/policy.proto, flyteidl2/common/role.proto, flyteidl2/common/run.proto, flyteidl2/common/runtime_version.proto, flyteidl2/connector/connector.proto, flyteidl2/connector/service.proto, flyteidl2/core/artifact_id.proto, flyteidl2/core/catalog.proto, flyteidl2/core/execution.proto, flyteidl2/core/identifier.proto, flyteidl2/core/interface.proto, flyteidl2/core/literals.proto, flyteidl2/core/metrics.proto, flyteidl2/core/security.proto, flyteidl2/core/tasks.proto, flyteidl2/core/types.proto, flyteidl2/dataproxy/dataproxy_service.proto, flyteidl2/event/cloudevents.proto, flyteidl2/event/event.proto, flyteidl2/imagebuilder/definition.proto, flyteidl2/imagebuilder/payload.proto, flyteidl2/imagebuilder/service.proto, flyteidl2/logs/dataplane/payload.proto, flyteidl2/notification/definition.proto, flyteidl2/org/domain_definition.proto, flyteidl2/org/domain_service.proto, flyteidl2/plugins/clustered.proto, flyteidl2/plugins/common.proto, flyteidl2/plugins/dask.proto, flyteidl2/plugins/kubeflow/common.proto, flyteidl2/plugins/kubeflow/mpi.proto, flyteidl2/plugins/kubeflow/pytorch.proto, flyteidl2/plugins/kubeflow/tensorflow.proto, flyteidl2/plugins/mpi.proto, flyteidl2/plugins/presto.proto, flyteidl2/plugins/pytorch.proto, flyteidl2/plugins/qubole.proto, flyteidl2/plugins/ray.proto, flyteidl2/plugins/spark.proto, flyteidl2/plugins/tensorflow.proto, flyteidl2/project/project_service.proto, flyteidl2/secret/definition.proto, flyteidl2/secret/payload.proto, flyteidl2/secret/secret.proto, flyteidl2/settings/settings_definition.proto, flyteidl2/settings/settings_service.proto, flyteidl2/task/common.proto, flyteidl2/task/environment.proto, flyteidl2/task/run.proto, flyteidl2/task/task_definition.proto, flyteidl2/task/task_service.proto, flyteidl2/trigger/trigger_definition.proto, flyteidl2/trigger/trigger_service.proto, flyteidl2/workflow/events_proxy_service.proto, flyteidl2/workflow/internal_run_service.proto, flyteidl2/workflow/queue_service.proto, flyteidl2/workflow/run_definition.proto, flyteidl2/workflow/run_info.proto, flyteidl2/workflow/run_logs_service.proto, flyteidl2/workflow/run_service.proto, flyteidl2/workflow/state_service.proto, flyteidl2/workflow/translator_service.proto, flytestdlib/utils/prototest/test_type.proto",
                "points": 40,
                "status": "met",
                "details": [
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                    }
                  }
                ],
                "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": "samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
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                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-20T22:21:43.522925Z",
  "schema_version": "0.16.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/f/flyteorg/flyte.svg",
  "full_name": "flyteorg/flyte",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 v1.13.0, schema v0.16.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsGo.