Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-28 14:21 UTC

spring-projects / spring-framework

Spring Framework

JavaApache-2.0★ 60,138 stars⑂ 38,814 forkssince Dec 2010View on GitHub ↗

spring-projects/spring-framework holds a health index of 82 out of 100, placing it in the Good band. It scores highest on Vitality (100/100) and lowest on AI Readiness (52/100). It was last updated today. 3 contributors account for most of its recent work.

82
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.

82
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

SpringOrganization
16,771 followers77 public repossince Jun 2010

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

Metrics by category

Vitality

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

100Excellent · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
36/36Commit cadence — 52/52 weeks with commits
18/18Commit volume — 1,882 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_year1,882
human_commit_share1
days_since_last_push0
active_weeks_last_year52

Release discipline

100Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 49 days ago
27/27Release cadence — a release every ~16 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_tagv7.0.8
releases_from_tagsno
days_since_latest_release49
mean_days_between_releases16
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

93Excellent · 18% of overall
How it's scored
60/60Stars — 60,138 stars
25/25Forks — 38,814 forks
15/15Watchers — 3,272 watchers
Inputs used
forks38,814
stars60,138
watchers3,272
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

85Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateno

Sustainability & Governance

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

70Good · 24% of overall
How it's scored
36/54Bus factor — 3 contributor(s) cover half of all commits
16.5/22.5Commit distribution — top contributor authored 26% of commits
13.5/13.5Contributor breadth — 98 contributors
10/10OpenSSF Scorecard: Contributors — project has 48 contributing companies or organizations
Inputs used
bus_factor3
contributors_sampled98
top_contributor_share0.265
How it's scored
46.1/46.8Issue resolution — 99% of issues closed
6.2/38.3PR acceptance — 934/5,718 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 1/30 approved changesets -- score normalized to 0
Inputs used
merged_prs934
open_issues375
closed_issues27,940
issue_closed_ratio0.987
closed_unmerged_prs4,784
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
25/25Owner reach — 16,771 followers of spring-projects
25/25Track record — 77 public repos, account ~16 yr old
Inputs used
followers16,771
owner_typeOrganization
is_verified
owner_loginspring-projects
public_repos77
account_age_days5,872

Engineering Quality

Are baseline engineering and documentation practices in place?

74Good · 20% of overall
How it's scored
24/24CI workflows — 9 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 1 out of 1 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configno
has_precommit_configno
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://spring.io/projects/spring-framework
10/10Repository description
10/10Topics — 3 topics
10/10Wiki
Inputs used
topicsframework, spring, spring-framework
has_wikiyes
homepagehttps://spring.io/projects/spring-framework
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

73Good · 16% of overall
How it's scored
6.8/7.5Binary-Artifacts — binaries present in source code
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 1 out of 1 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 1/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 48 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
5/5Fuzzing — project is 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
0/5Packaging — no data
2.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6.6
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages7
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 7 resolved dependencies against OSV. 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.

52Moderate · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
16.5/40Legible commit history — 31 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.31
agent_instruction_files
agent_instruction_max_bytes
How it's scored
12.6/18One-command bootstrap — build.gradle, buildSrc/build.gradle (toolchain convention, no task runner)
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Java (statically typed)
0/10Reproducible environment
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
5/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
Inputs used
has_nixno
has_testsyes
lockfiles
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0
toolchain_manifestsbuild.gradle, buildSrc/build.gradle
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — Java (statically typed)
54.8/55Manageable file sizes — 31/9,617 source files over 60KB
Inputs used
primary_languageJava
largest_source_bytes293,596
source_files_sampled9,617
oversized_source_files31
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — spring-messaging/src/test/proto/sample.proto, spring-web/src/test/proto/sample.proto, spring-webflux/src/test/proto/sample.proto
0/20MCP server
40/40Runnable examples — example, examples, sample, samples
Inputs used
example_dirsexample, examples, sample, samples
has_mcp_signalno
api_schema_filesspring-messaging/src/test/proto/sample.proto, spring-web/src/test/proto/sample.proto, spring-webflux/src/test/proto/sample.proto

Key facts

60,138GitHub stars
98contributors
1,882commits, last 12 months
0days since last push
100releases
3bus factor
375open issues
Maven, npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 38,814 ⇿
0Stars
38,814Forks
22Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.

37,50038,00038,50039,00038,814172025-082026-022026-07
Major 1Minor 0Patch 17
OpenSSF Scorecard 6.6 / 10
6.6aggregate

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 · 2026-07-28 14:20 UTC

9Binary-Artifactsbinaries present in source code
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests1 out of 1 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 1/30 approved changesets -- score normalized to 0
10Contributorsproject has 48 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 10 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 7
RegistryPackageVersion constraintManifest
npmantora3.2.0-alpha.12framework-docs/package.json
npm@antora/atlas-extension1.0.0-alpha.5framework-docs/package.json
npm@antora/collector-extension1.0.3framework-docs/package.json
npm@asciidoctor/tabs1.0.0-beta.6framework-docs/package.json
npm@springio/antora-extensions1.14.12framework-docs/package.json
npmfast-xml-parser5.7.0framework-docs/package.json
npm@springio/asciidoctor-extensions1.0.0-alpha.18framework-docs/package.json
All dependencies 7

Full resolved dependency set from the GitHub dependency graph: 7 direct and 0 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npm@antora/atlas-extension1.0.0-alpha.5direct
npm@antora/collector-extension1.0.3direct
npm@asciidoctor/tabs1.0.0-beta.6direct
npm@springio/antora-extensions1.14.12direct
npm@springio/asciidoctor-extensions1.0.0-alpha.18direct
npmantora3.2.0-alpha.12direct
npmfast-xml-parser5.7.0direct
Dependency advisories 0

This repository publishes no package the index resolves, so its own dependency graph was assessed — 7 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct.

No known advisories affect the assessed dependencies.

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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        },
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        },
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          "published_at": "2024-07-11T09:13:32Z"
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      "recent_commits": [
        {
          "oid": "16d9965fe3f1a9796a349543a9a48f65d629ef16",
          "body": "Closes gh-37091",
          "is_bot": false,
          "headline": "Consistently enforce non-null instance in AbstractFactoryBean",
          "author_name": "Juergen Hoeller",
          "author_login": "jhoeller",
          "committed_at": "2026-07-27T17:47:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d1aac3674f56799e0997b92d6c4348fe087dbe1",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "rstoyanchev",
          "author_login": "rstoyanchev",
          "committed_at": "2026-07-27T09:58:34Z",
          "body_truncated": false,
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        },
        {
          "oid": "b1d025d2c6e37865aa01245358ae9e169b341b48",
          "body": "See gh-37090",
          "is_bot": false,
          "headline": "Update documentation on forwarded headers",
          "author_name": "rstoyanchev",
          "author_login": "rstoyanchev",
          "committed_at": "2026-07-27T09:46:43Z",
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        {
          "oid": "181a5d3403236986eba944db2b91c8cbe9737c9f",
          "body": "This commit introduces a constructor argument to select whether\nto use the standard \"Forwarded\" header or the \"X-Forwarded-*\"\nalternative headers. A separate property to control support for\nX-Forwarded-Prefix.\n\nCloses gh-37090",
          "is_bot": false,
          "headline": "Allow choice between Forwarded and X-Forwarded headers",
          "author_name": "rstoyanchev",
          "author_login": "rstoyanchev",
          "committed_at": "2026-07-27T09:46:43Z",
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        {
          "oid": "d5acf5bcebd09c760c71685ad4a15340e85403f9",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-07-26T07:59:55Z",
          "body_truncated": false,
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        },
        {
          "oid": "ae4214aa9589854c9d9e10e54bcee04c822b94db",
          "body": "…uationContext\n\nPrior to this commit, the SpEL Indexer's PropertyAccessorValueRef could\nreuse a cached PropertyAccessor for reads and writes even after that\naccessor had been removed from the current EvaluationContext, leading\nto stale property access if the EvaluationContext changes between\nevaluat\n[…]\n and Indexer's IndexAccessorValueRef by\nverifying that the cached PropertyAccessor is still registered in the\ncurrent EvaluationContext before reusing it in getValue() and\nsetValue().\n\nCloses gh-36986",
          "is_bot": false,
          "headline": "Do not reuse cached PropertyAccessor in Indexer without checking Eval…",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-07-26T07:56:44Z",
          "body_truncated": true,
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        {
          "oid": "4c192bf58fc339d46b19a0d119c4b99058027420",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-07-26T07:21:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f086322d0b5e9e9792860a90c8765a08530041f",
          "body": "Prior to this commit, a SpEL ConstructorReference could reuse a cached\nConstructorExecutor even when the current EvaluationContext no longer\nhad any registered ConstructorResolvers, leading to inconsistent\nbehavior if the EvaluationContext changes between evaluations of the\nsame expression.\n\nThis co\n[…]\ne no ConstructorResolvers registered in the current\nEvaluationContext, ensuring that constructor resolution consistently\nfails with a CONSTRUCTOR_NOT_FOUND exception in that scenario.\n\nCloses gh-36985",
          "is_bot": false,
          "headline": "Do not reuse cached ConstructorExecutor without ConstructorResolvers",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-07-25T13:05:23Z",
          "body_truncated": true,
          "is_coding_agent": false
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        {
          "oid": "cb6226c98af72c7c16bebc21ea578d4af4b431b2",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-07-25T08:06:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e255ccca7deeb19ca5d2e63dadc4e8e1589151be",
          "body": "Following gh-26004, the registration order of active profiles in\n@⁠ActiveProfiles is preserved; however, the Javadoc in\nMergedContextConfiguration and WebMergedContextConfiguration still\ndescribed the old sorting behavior, which is misleading since profile\norder is part of the context cache key (equals/hashCode).\n\nThis commit updates the Javadoc to document the status quo.\n\nCloses gh-36950\n\nSigned-off-by: Alexis SEGURA <alex.segura06@gmail.com>",
          "is_bot": false,
          "headline": "Update Javadoc for active profile ordering",
          "author_name": "Alexis SEGURA",
          "author_login": "alexisgra",
          "committed_at": "2026-07-25T08:04:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ffcf37468fc13b4ce4adcfdc80d94ef2c3e0a95f",
          "body": "See gh-37072",
          "is_bot": false,
          "headline": "Update documentation on forwarded headers",
          "author_name": "rstoyanchev",
          "author_login": "rstoyanchev",
          "committed_at": "2026-07-24T19:31:52Z",
          "body_truncated": false,
          "is_coding_agent": false
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        {
          "oid": "e24f5f2ca7f51b91394ae61a9165bafa1851a9b4",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Brian Clozel",
          "author_login": "bclozel",
          "committed_at": "2026-07-24T13:15:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b5de644cbbcae6af0e93d8f0094fff003166a12f",
          "body": "Fixes gh-36879",
          "is_bot": false,
          "headline": "Do not deploy org.springframework:framework-docs on Central",
          "author_name": "Brian Clozel",
          "author_login": "bclozel",
          "committed_at": "2026-07-24T13:15:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "079992021cf9985050d761792677020046c31109",
          "body": "Prior to this commit, the `MimeType` class would compare raw parameter\nvalues for the equals/hashcode contract. This went against the RFC which\nstates that quoted and unquoted parameter values are equivalent.\n\nThis commit rewrote the entire `MimeType` parser in `MimeTypeUtils`\nas a state parser to i\n[…]\ning applications in general.\n\nFinally, this also makes `MediaType` and `MimeType` leverage the\n`MimeType` LRU cache as much as possible, including when parsing\n`Accept:` HTTP headers.\n\nCloses gh-36729",
          "is_bot": false,
          "headline": "Improve MimeType parser for RFC compliance",
          "author_name": "Brian Clozel",
          "author_login": "bclozel",
          "committed_at": "2026-07-24T12:29:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9bdeadcfbd32745d790957d7814e4e4389cc8277",
          "body": "See gh-37072",
          "is_bot": false,
          "headline": "Deprecate historic forwarded header behavior",
          "author_name": "rstoyanchev",
          "author_login": "rstoyanchev",
          "committed_at": "2026-07-23T09:15:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "31c37d4f2c374b709fe7b99041a2b35e45526cfb",
          "body": "This commit introduces a constructor argument to select whether\nto use the standard \"Forwarded\" header or the \"X-Forwarded-*\"\nalternative headers. A separate property enables support for\nX-Forwarded-Prefix.\n\nCloses gh-37072",
          "is_bot": false,
          "headline": "Require choice between Forwarded and X-Forwarded headers",
          "author_name": "rstoyanchev",
          "author_login": "rstoyanchev",
          "committed_at": "2026-07-23T09:15:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "68862530fbc595ab18cc26a9a42b377a49970752",
          "body": "This commit introduces manual parsing of the standard \"Forwarded\"\nheader instead of using regular expressions.\n\nCloses gh-36964",
          "is_bot": false,
          "headline": "Parse the standard \"Forwarded\" header directly",
          "author_name": "rstoyanchev",
          "author_login": "rstoyanchev",
          "committed_at": "2026-07-23T09:15:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7b71df72e567d6e201ce404514a43b6c4d731380",
          "body": "This commit adds two new methods in ForwardedHeaderUtils, one to parse\nthe standard \"Forwarded\" header only, and another to parse the\n\"X-Forwarded-*\" alternative headers. As those are single parse methods,\na ForwardedInfo container type is necessary to return the results.\n\nSee gh-36964",
          "is_bot": false,
          "headline": "Add ForwardedInfo to ForwardedHeaderUtils",
          "author_name": "rstoyanchev",
          "author_login": "rstoyanchev",
          "committed_at": "2026-07-23T09:15:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "224522244f7698673584910ee805415673227a7e",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Brian Clozel",
          "author_login": "bclozel",
          "committed_at": "2026-07-22T08:54:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7de2b24d81c02681c8e8cb764de0690726eb1a8c",
          "body": "Prior to this commit, `ClassFileAnnotationDelegate#parseArrayValue`\nwould only consider `int[]`, `double[]` and `long[]` array\nannotation attributes; other primitive array types like `byte[]`\nwould use a generic path that would use boxed types.\n\nThis commit ensures that a comprehensive pass is made for all\nprimitive typed arrays. Because the `AnnotationValue` hierarchy\nis sealed, we can now maje sure that the implementation is\nexhaustive.\n\nCloses gh-37083",
          "is_bot": false,
          "headline": "Fix primitive array annotation attributes on Java 24 class reading",
          "author_name": "Brian Clozel",
          "author_login": "bclozel",
          "committed_at": "2026-07-22T08:50:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1502ab0b20bf6ac048fd818a4c15935eb60c19aa",
          "body": "Signed-off-by: Tran Ngoc Nhan <ngocnhan.tran1996@gmail.com>",
          "is_bot": false,
          "headline": "Correct HandlerMethodValidationExceptionTests package",
          "author_name": "Tran Ngoc Nhan",
          "author_login": "ngocnhan-tran1996",
          "committed_at": "2026-07-21T12:54:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "304f8eb27e13d02ffc25cbc566d76a09d5619970",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-07-21T09:00:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b90624472e2e9284b216a019f727675cc532b43c",
          "body": null,
          "is_bot": false,
          "headline": "Polish Javadoc for ProtobufDecoder",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-07-21T08:57:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1600e2479be8c7ac5f19cabf69a5e01ba9fee6d3",
          "body": "Previously, the @⁠return tag in MessageSizeReader.readMessageSize() was\nfollowed by a redundant \"return\", which rendered as \"Returns: return\nthe message size...\" in the published API documentation.\n\nCloses gh-37079\n\nSigned-off-by: BAE JAE HYEON <roblery128@gmail.com>",
          "is_bot": false,
          "headline": "Fix Javadoc in ProtobufDecoder's MessageSizeReader API",
          "author_name": "BAE JAE HYEON",
          "author_login": "ZaMan0806",
          "committed_at": "2026-07-21T08:53:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3dfb4ef754acc907f1ce58beedc46057b5279591",
          "body": "Closes gh-37076",
          "is_bot": false,
          "headline": "Upgrade Kotlin Coroutines to 1.11.0",
          "author_name": "Sébastien Deleuze",
          "author_login": "sdeleuze",
          "committed_at": "2026-07-20T13:30:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08a48442885235f41620433b3479721e53f239b7",
          "body": "Closes gh-37074",
          "is_bot": false,
          "headline": "Upgrade Kotlin to 2.4.10",
          "author_name": "Sébastien Deleuze",
          "author_login": "sdeleuze",
          "committed_at": "2026-07-20T13:30:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "38e1bf5970b466d865a1bbd4e193d9cb434da666",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-07-20T08:07:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "233725c8f5430a307599ae53f49da162870f695a",
          "body": "…Nullable\n\nCloses gh-37067\n\nSigned-off-by: Manu Sridharan <msridhar@gmail.com>",
          "is_bot": false,
          "headline": "Add @⁠Nullable annotations when treating Map.remove() as returning @⁠…",
          "author_name": "Manu Sridharan",
          "author_login": "msridhar",
          "committed_at": "2026-07-20T08:02:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5ac20a810422cff55ef336c03656c5a76c4eea39",
          "body": "This checks was removed previously because the location was considered\nas invalid in #36695, but they were later reinstated in #36692.\n\nThis commit also reinstates the check that prevents static resource\nresolution in those locations.\n\nCloses gh-37063",
          "is_bot": false,
          "headline": "Reinstate invalid resource location checks",
          "author_name": "Brian Clozel",
          "author_login": "bclozel",
          "committed_at": "2026-07-17T11:41:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "12d71c9a9bbe0f0d5b17e72ef8c9e0b946036bca",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Brian Clozel",
          "author_login": "bclozel",
          "committed_at": "2026-07-16T17:21:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8fb2f72282a94f7029673284aef0adb035cae2a7",
          "body": "Prior to this commit, gh-36328 avoided using RFC 2047 encoding for the\n\"filename\" parameter and use ISO-8859-1 only. This change unfortunately\ncaused issues because some implementations might try and detect the\nencoding automatically.\n\nThis commit restricts the filename parameter to ASCII encoding only by:\n* transliterating characters to the closes ASCII character\n(\"é\"->\"e\", \"ä\"->\"ae\"...)\n* falling back to \"_\" for other chacacters with non latin alphabet or\n  emojis\n\nCloses gh-37062",
          "is_bot": false,
          "headline": "Use ASCII chars in Content-Disposition filename parameter",
          "author_name": "Brian Clozel",
          "author_login": "bclozel",
          "committed_at": "2026-07-16T17:21:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0791d9a6e34b2562295c497a0b032a2d2cfac078",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Brian Clozel",
          "author_login": "bclozel",
          "committed_at": "2026-07-16T17:10:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a2feb9ffe6674b6a6d2b66c69382d779cce7dc8a",
          "body": "Both encoders acquire a pooled BufferRecycler via\nfactory._getBufferRecycler() but never return it. Jackson 3 changed the\ndefault pool from a ThreadLocal to a per-factory ConcurrentDequePool that\nonly refills on an explicit releaseToPool(), so the gap leaves the pool\nempty and every encode allocates\n[…]\n) and byteBuilder.release().\nreleaseToPool() is idempotent, so sharing the recycler with the generator\ncannot double-release.\n\nCloses gh-37059\n\nSigned-off-by: samlightfoot <samueldlightfoot@gmail.com>",
          "is_bot": false,
          "headline": "Release Jackson BufferRecycler to its pool in encoders",
          "author_name": "samlightfoot",
          "author_login": "samueldlightfoot",
          "committed_at": "2026-07-16T17:00:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "734c7ed4a791e340d0eda061c90056796ba7e635",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Sébastien Deleuze",
          "author_login": "sdeleuze",
          "committed_at": "2026-07-16T15:32:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27aa9e46c5165adbb7d7d0384e25f702872f3720",
          "body": "See #36771\nCloses #36808\n\nSigned-off-by: Dmitry Sulman <dmitry.sulman@gmail.com>",
          "is_bot": false,
          "headline": "Add awaitEntityWithRetry extension to WebClient.ResponseSpec",
          "author_name": "Dmitry Sulman",
          "author_login": "dmitrysulman",
          "committed_at": "2026-07-16T15:25:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40f7d56ed471e0ee8c6e5c75b37caa933487826c",
          "body": "Closes gh-37038",
          "is_bot": false,
          "headline": "Register original bean name as alias if not taken already",
          "author_name": "Juergen Hoeller",
          "author_login": "jhoeller",
          "committed_at": "2026-07-16T08:45:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4c0a84f83fdcef190ccb473acee9c42f9fe07c3",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Juergen Hoeller",
          "author_login": "jhoeller",
          "committed_at": "2026-07-16T08:20:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "56d706d5912f77c120b95dc05a3a02b999a792fd",
          "body": null,
          "is_bot": false,
          "headline": "Skip concurrency limit tests when common pool parallelism is too low",
          "author_name": "Juergen Hoeller",
          "author_login": "jhoeller",
          "committed_at": "2026-07-16T08:17:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99b991b6f378c9804381a013530cb8393094b8d9",
          "body": "Closes gh-36815",
          "is_bot": false,
          "headline": "Upgrade to JUnit 6.1.2",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-07-13T08:16:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9024d5ffbd47172826d3257b492e9192467e98e6",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Brian Clozel",
          "author_login": "bclozel",
          "committed_at": "2026-07-12T09:55:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bbfe6a0473809fa5fd1d8495f20039de23474748",
          "body": "The taskTerminationTimeoutWithImmediateCancel test submitted a task and\nimmediately closed the executor, then asserted that the future was\ncancelled. The cancellation flag is set by close() on the calling thread,\nwhile it is checked at the start of the task on a separate worker thread.\nWith no order\n[…]\nhread after\nclose() has set the cancellation flag. This exercises the same\ncancellation path deterministically, with no reliance on thread\nscheduling.\n\nSigned-off-by: junhyeong9812 <pickjog@gmail.com>",
          "is_bot": false,
          "headline": "Make immediate-cancel task termination test deterministic",
          "author_name": "junhyeong9812",
          "author_login": "junhyeong9812",
          "committed_at": "2026-07-10T18:30:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6dd2aa3988f93a843e7bbb53fa7bec7f6b1889ba",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Sébastien Deleuze",
          "author_login": "sdeleuze",
          "committed_at": "2026-07-08T18:46:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "13a43e76cb35dd805616d53db33b2e512dc954be",
          "body": "See gh-36983",
          "is_bot": false,
          "headline": "Fix Javadoc error in RetryPolicy",
          "author_name": "Sébastien Deleuze",
          "author_login": "sdeleuze",
          "committed_at": "2026-07-08T18:46:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28bf619887f7e2683c048d789b4f57350438ae85",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Sébastien Deleuze",
          "author_login": "sdeleuze",
          "committed_at": "2026-07-08T15:23:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "16e82cd6934bc6aa56cb6538a2ee06d81acbafe7",
          "body": "Closes gh-37012",
          "is_bot": false,
          "headline": "Refine JdbcTemplate nullability contribution",
          "author_name": "Sébastien Deleuze",
          "author_login": "sdeleuze",
          "committed_at": "2026-07-08T14:52:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "516a2ca51165c81d63443e0a02f38915a364cf5c",
          "body": "Updated batchUpdate method signatures to allow nullable Object arrays.\n\nSee gh-37012\n\nSigned-off-by: Chris <christian@vonrueti.ch>",
          "is_bot": false,
          "headline": "Make batchArgs contents nullable in batchUpdate",
          "author_name": "Chris",
          "author_login": "alshain",
          "committed_at": "2026-07-08T13:26:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9726c7ed5f8ef573289cfab345f36e4e0ccf5a62",
          "body": "Closes gh-36923\n\nSigned-off-by: Yanming Zhou <zhouyanming@gmail.com>",
          "is_bot": false,
          "headline": "Let composite/filtered collections accept null elements",
          "author_name": "Yanming Zhou",
          "author_login": "quaff",
          "committed_at": "2026-07-08T13:17:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7e0818f4e99b86dafef988e04f02a2c3a576e7f5",
          "body": "The WhatWG URL Standard changed its \"domain to ASCII\" algorithm when\nbeStrict is false and the domain is an ASCII string, it now returns\nthe domain lowercased regardless of Unicode ToASCII's outcome, for web\ncompatibility. Invalid or ambiguous \"xn--\" (ACE) labels are no longer\nrejected or validated;\n[…]\nII\ndomains whose labels did not start with \"xn--\". Drop the now-obsolete\n\"xn--\" label detection (which was dead code anyway due to a typo) and\nunconditionally lowercase ASCII domains.\n\nCloses gh-37018",
          "is_bot": false,
          "headline": "Align domainToAscii with current WhatWG spec",
          "author_name": "Sébastien Deleuze",
          "author_login": "sdeleuze",
          "committed_at": "2026-07-08T13:11:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ed13afa0d402fd66a7054b1b0cac2d3095454848",
          "body": "Closes gh-37017",
          "is_bot": false,
          "headline": "Ensure consistent ButtonTag value attribute processing",
          "author_name": "Sébastien Deleuze",
          "author_login": "sdeleuze",
          "committed_at": "2026-07-08T13:08:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1700fad16d2a3d32c8d45159507f79f0b1cdf747",
          "body": null,
          "is_bot": false,
          "headline": "Update due to deprecation warnings",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-07-06T13:01:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d71643c34721dc5ac8c07ebd9fae2c8baf2ae796",
          "body": null,
          "is_bot": false,
          "headline": "Remove unused code",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-07-06T12:55:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "257687d44b54f95046bc0851c638d287a13ce413",
          "body": null,
          "is_bot": false,
          "headline": "Upgrade to Aalto 1.4, Gson 2.14, Woodstox 7.2.1",
          "author_name": "Juergen Hoeller",
          "author_login": "jhoeller",
          "committed_at": "2026-07-06T10:52:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9a82d107c04ba316c3a6d967b56792fc43d99f5b",
          "body": "# Conflicts:\n#\tframework-platform/framework-platform.gradle",
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Juergen Hoeller",
          "author_login": "jhoeller",
          "committed_at": "2026-07-06T10:32:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c08e5e9c1cb49542f7562e83a1bfca811ab78d8b",
          "body": "… EclipseLink 5.0.1, Hibernate ORM 7.2.22, Hibernate Validator 9.1.2, Caffeine 3.2.4, Protobuf 4.35.1, Checkstyle 13.7",
          "is_bot": false,
          "headline": "Upgrade to Log4J 2.26.1, Groovy 5.0.7, Tomcat 11.0.23, Jetty 12.1.10,…",
          "author_name": "Juergen Hoeller",
          "author_login": "jhoeller",
          "committed_at": "2026-07-06T10:30:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "97e9ddb2d75f282ee01093df0a370ec258b0478c",
          "body": "Closes gh-36983",
          "is_bot": false,
          "headline": "Add constant for default timeout value",
          "author_name": "Juergen Hoeller",
          "author_login": "jhoeller",
          "committed_at": "2026-07-06T09:57:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45b4d00d9f2ebee0053358f0bc091ab753351588",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-07-06T09:03:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f0e69a702c1c59648901d67da83bc5d0c8655356",
          "body": "Prior to this commit, SpEL's InlineList was cached as a mutable list in\ncompiled mode (i.e., in a static field in the generated byte code).\n\nTo address that, this commit modifies InlineList's generateClinitCode()\nmethod so that it wraps both top-level and nested inline lists using\nCollections.unmodifiableList(), analogous to what we already do in\ncreateList().\n\nCloses gh-37001",
          "is_bot": false,
          "headline": "Ensure SpEL's InlineList is immutable in compiled mode",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-07-06T08:52:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4bcb6cc081c1ff3b11af3ed195e682ff53457fa2",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-07-02T10:08:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d1470bbb25954e640b9d7473b701d9841e775876",
          "body": "Prior to this commit, FileNativeConfigurationWriter did not write reachability-metadata.json\nwhen a RuntimeHints instance contained only lambda hints, because\nNativeConfigurationWriter.hasAnyHint() omitted\nReflectionHints.lambdaHints() from its checks. As a result, lambda\nmetadata emitted by Runtime\n[…]\nmmit addresses that by including lambda hints in hasAnyHint() so\nthe configuration file is written whenever lambda hints are present.\n\nCloses gh-36989\n\nSigned-off-by: junhyeong9812 <pickjog@gmail.com>",
          "is_bot": false,
          "headline": "Register native configuration file when only lambda hints are present",
          "author_name": "junhyeong9812",
          "author_login": "junhyeong9812",
          "committed_at": "2026-07-02T10:06:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "df0ec741074d868f127df6ed03fc24b2657dcd9c",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Sébastien Deleuze",
          "author_login": "sdeleuze",
          "committed_at": "2026-07-01T13:41:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "347f23a73fefcc5b3ec987db6e6d61baa4841789",
          "body": "Nullaway 0.13.7 is now the default.\n\nSee gh-36850",
          "is_bot": false,
          "headline": "Upgrade nullability plugin to 0.0.14",
          "author_name": "Sébastien Deleuze",
          "author_login": "sdeleuze",
          "committed_at": "2026-07-01T13:39:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99b3e205d1993870f56f48d398054b262de605f7",
          "body": "Add missing nullness annotation in\nUriComponents.VarArgsTemplateVariables to fix new warnings.\n\nCloses gh-36850\n\nSigned-off-by: Manu Sridharan <msridhar@gmail.com>",
          "is_bot": false,
          "headline": "Update to NullAway 0.13.6",
          "author_name": "Manu Sridharan",
          "author_login": "msridhar",
          "committed_at": "2026-07-01T13:39:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c5d7908a7876855c9385dcbb3ae24a3f67c42e01",
          "body": "This commit picks up where ce718cf699d left off by ensuring that\nfindAllLocalMergedAnnotations() also finds annotations declared on\ntransitive interfaces — that is, on interfaces of the directly\nimplemented interfaces of the root declaring class.\n\nThe previous implementation filtered annotations fro\n[…]\nARCHY on each directly implemented interface, which\n  naturally traverses the full super-interface chain of each interface\n\nA corresponding test for this scenario has also been added.\n\nCloses gh-36975",
          "is_bot": false,
          "headline": "Find transitive interface annotations in findAllLocalMergedAnnotations()",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-06-30T14:44:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ce718cf699dde1b35c425f81548a1679566aa63b",
          "body": "Prior to this commit, AnnotationDescriptor's\nfindAllLocalMergedAnnotations() filtered results using\nMergedAnnotationPredicates.firstRunOf(\nMergedAnnotation::getAggregateIndex), which retains only annotations\nthat share the same aggregate index as the first annotation\nencountered. Since annotations o\n[…]\nalso\nbeen updated to document the ordering guarantee: annotations from the\nroot declaring class appear first, followed by annotations from\nimplemented interfaces in declaration order.\n\nCloses gh-36975",
          "is_bot": false,
          "headline": "Always find interface annotations in findAllLocalMergedAnnotations()",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-06-28T12:35:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "efaa53b48814e3e32ce5b6fcb8ff2d983e633438",
          "body": "Closes gh-36815",
          "is_bot": false,
          "headline": "Upgrade to JUnit 6.1.1",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-06-28T11:55:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bb34bf6dc68137b9a519e6ff8921b7bf4edc51b0",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-06-27T16:09:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "78f05d8f8e8d65a8fbc669aef54c5db439ad2167",
          "body": "This commit addresses warnings across the code base related to:\n\n- internal and public deprecations in Spring Framework\n- deprecated Locale constructors\n- deprecated URL constructors\n- deprecated Thread#getId method",
          "is_bot": false,
          "headline": "Address deprecation warnings",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-06-27T16:08:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8f539b6e23228f4840afc5403c778fa102f2110c",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-06-27T15:14:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "996b337f37234ce9e8fcee89f6f0b4e29e5f3c4f",
          "body": null,
          "is_bot": false,
          "headline": "Upgrade to io.spring.develocity.conventions 0.0.25",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-06-27T15:09:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "66ffc04fe5b13d5c63b588ad88ce4505802e5cb4",
          "body": "After the upgrade to Gradle 9.6.0/9.6.1, the Gradle build started\nemitting warnings due to use of deprecated APIs.\n\nFor example, Project.getProperties() is now annotated as @⁠Deprecated\nin Gradle 9.6 and will be removed in Gradle 10.0.\n\nTo avoid the warnings, this commit modifies:\n\n- TestConventions\n[…]\ns`\n\n- framework-api.gradle and framework-bom.gradle to use\n  `project(<projectX>)` instead of simply `<projectX>`\n\n- ide.gradle so that it no longer uses the deprecated `javaRuntimeName`\n\nSee gh-36952",
          "is_bot": false,
          "headline": "Avoid Gradle deprecation warnings",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-06-27T15:02:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "62eea9615170a672aa4920e3ff22a5f54d4ad3dc",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-06-27T14:19:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ade96d275d384df8c5f972efb0840159d6080a79",
          "body": "Closes gh-36952",
          "is_bot": false,
          "headline": "Upgrade to Gradle 9.6.1",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-06-27T14:16:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "072fa3f43db13280543a845bba1fcabe015da677",
          "body": null,
          "is_bot": false,
          "headline": "Polishing",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-06-27T14:11:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3cf19aabcd4f06083eee02411270247c44cf6f84",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch '7.0.x'",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-06-27T13:20:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "78dcdab3fc86365c77477e666600bb175e118f9a",
          "body": "See gh-36972",
          "is_bot": false,
          "headline": "Polishing",
          "author_name": "Sam Brannen",
          "author_login": "sbrannen",
          "committed_at": "2026-06-27T13:19:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "872b1addeb1a4a45ba73ed530f4dd6820996611d",
          "body": "Prior to this commit, FileNativeConfigurationWriter wrote native-image\nconfiguration files using a plain FileWriter, which encodes with the\nJVM platform default charset. On a non-UTF-8 platform (for example a\nWindows JVM, where the default charset is not UTF-8 prior to JDK 18)\nnon-ASCII characters i\n[…]\nF_8 explicitly so the files\nare always written as UTF-8, consistent with the UTF-8 usage already\npresent in the aot.generate package.\n\nCloses gh-36972\n\nSigned-off-by: junhyeong9812 <pickjog@gmail.com>",
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          "headline": "Write native configuration files as UTF-8",
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          "author_name": "Sam Brannen",
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            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": false
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            "components": [
              {
                "key": "readme",
                "name": "README",
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                "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"
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
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                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
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              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              {
                "key": "pr_template",
                "name": "PR template",
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                "points": 0,
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                "max_points": 6.3
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 70,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "good",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
              "bus_factor": 3,
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              "top_contributor_share": 0.265
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "3 contributor(s) cover half of all commits",
                "points": 36,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
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                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 26% of commits",
                "points": 16.5,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 26
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                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "98 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 98
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 48 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 52,
            "inputs": {
              "merged_prs": 934,
              "open_issues": 375,
              "closed_issues": 27940,
              "issue_closed_ratio": 0.987,
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "99% of issues closed",
                "points": 46.1,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 99
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "934/5718 decided PRs merged",
                "points": 6.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
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                      "merged": 934,
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 1/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "followers": 16771,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "spring-projects",
              "public_repos": 77,
              "account_age_days": 5872
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            "components": [
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                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
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                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
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                ],
                "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": "16,771 followers of spring-projects",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 16771,
                      "login": "spring-projects"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "77 public repos, account ~16 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 77
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 16
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                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "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": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 74,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "9 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 9
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                  }
                ],
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "1 out of 1 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [
                "framework",
                "spring",
                "spring-framework"
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              "has_wiki": true,
              "homepage": "https://spring.io/projects/spring-framework",
              "has_readme": true,
              "has_docs_dir": false,
              "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://spring.io/projects/spring-framework",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "3 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 3
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                  }
                ],
                "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": "good",
        "name": "Security",
        "value": 73,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 66,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 6.6
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "1 out of 1 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 1/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 48 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 fuzzed",
                "points": 5,
                "status": "met",
                "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 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 5",
                "points": 2.5,
                "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 detected",
                "points": 5,
                "status": "met",
                "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": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 7 resolved dependencies against OSV. 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",
                    "no_advisories_left_outstanding"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 7
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 7,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "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": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "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": 7,
              "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": 17
            },
            "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": 52,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 16,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.31,
              "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": [
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                    "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": "31 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 16.5,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 31,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 51,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "build.gradle",
                "buildSrc/build.gradle"
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              "dependency_bot_commit_share": 0
            },
            "components": [
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          },
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        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T14:21:11.871884Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/spring-projects/spring-framework.svg",
  "full_name": "spring-projects/spring-framework",
  "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 v0.27.0 — full methodology · metrics wiki.

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