Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-08-01 23:14 UTC
elastic / logstash

Logstash - transport and process your logs, events, or other data
Java · RubyCustom license★ 14,905 stars⑂ 3,508 forkssince Nov 2010View on GitHub ↗
#etl-framework #streaming #logging #java #jruby #real-time-processing
elastic/logstash holds a health index of 86 out of 100, placing it in the Excellent band. It scores highest on Vitality (99/100) and lowest on Sustainability & Governance (74/100). It was last updated 1 day ago. 4 contributors account for most of its recent work.
overall / 100
Excellent
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.
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)
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

elasticOrganization
5,459 followers947 public repossince Feb 2014
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems

Registry	Package	Version	Downloads / mo	Versions	Last publish
RubyGems	logstash-corepoints to another repo — not scored	7.5.2	-	223	2384 days ago
RubyGems	logstash-core-plugin-apipoints to another repo — not scored	2.1.28	-	49	3169 days ago
RubyGems	paquet	0.2.1	-	3	3417 days ago
Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?
99Excellent · 22% of overall
Development activity

99Excellent
How it's scored
36/36	Push recency — last push 1 days ago
35.3/36	Commit cadence — 51/52 weeks with commits
18/18	Commit volume — 343 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 14 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year	343
human_commit_share	0.71
days_since_last_push	1
active_weeks_last_year	51
Release discipline

100Excellent
How it's scored
27/27	Ships releases — 100 releases published
36/36	Release recency — latest release 11 days ago
27/27	Release cadence — a release every ~6 days
0/10	OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count	100
latest_release_tag	v9.4.4
releases_from_tags	no
days_since_latest_release	11
mean_days_between_releases	6
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?
87Excellent · 18% of overall
Popularity & adoption

100Excellent
How it's scored
60/60	Stars — 14,905 stars
25/25	Forks — 3,508 forks
15/15	Watchers — 800 watchers
Inputs used
forks	3,508
stars	14,905
watchers	800
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history
Community health

71Good
How it's scored
22.5/22.5	README
16.9/22.5	License — license file present, not a recognized license
18/18	CONTRIBUTING guide
0/13.5	Code of conduct
0/7.2	Issue template
6.3/6.3	PR template
Inputs used
has_readme	yes
has_license	yes
has_contributing	yes
has_issue_template	no
has_code_of_conduct	no
has_pull_request_template	yes
Ecosystem adoption (downloads)

89Excellent
How it's scored
71.2/80	Total downloads — 7,153,425 downloads all-time across rubygems
0/20	Registry dependents — not reported by this ecosystem
Inputs used
packages	paquet
dependents	—
ecosystems	rubygems
total_downloads	7,153,425
monthly_downloads	—
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.
Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
74Good · 24% of overall
Maintainer resilience (bus factor)

81Good
How it's scored
43.2/54	Bus factor — 4 contributor(s) cover half of all commits
13.9/22.5	Commit distribution — top contributor authored 38% of commits
13.5/13.5	Contributor breadth — 97 contributors
10/10	OpenSSF Scorecard: Contributors — project has 19 contributing companies or organizations
Inputs used
bus_factor	4
contributors_sampled	97
top_contributor_share	0.384
Issue & PR responsiveness

70Good
How it's scored
33.7/46.8	Issue resolution — 72% of issues closed
23.1/38.3	PR acceptance — 7,145/11,852 decided PRs merged
13.5/15	OpenSSF Scorecard: Code-Review — Found 18/19 approved changesets -- score normalized to 9
Inputs used
merged_prs	7,145
open_issues	1,989
closed_issues	5,141
issue_closed_ratio	0.721
closed_unmerged_prs	4,707
Ownership & stewardship

80Good
How it's scored
30/30	Ownership backing — organization-owned
0/20	Verified domain
25/25	Owner reach — 5,459 followers of elastic
25/25	Track record — 947 public repos, account ~12 yr old
Inputs used
followers	5,459
owner_type	Organization
is_verified	—
owner_login	elastic
public_repos	947
account_age_days	4,542
Package maintenance

61Moderate
How it's scored
25/25	Published & resolvable — 1 package(s) on rubygems
4/35	Publish recency — latest publish 3,417 days ago
12/20	Version history — 3 published versions
20/20	Not deprecated — active, not deprecated or yanked
Inputs used
packages	paquet
ecosystems	rubygems
any_deprecated	no
min_days_since_publish	3,417
Engineering Quality

Are baseline engineering and documentation practices in place?
92Excellent · 20% of overall
Engineering practices

94Excellent
How it's scored
24/24	CI workflows — 22 workflow(s)
24/24	Tests present
16/16	Linter config — .rubocop.yml
9.6/9.6	Pre-commit hooks
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ci	yes
has_tests	yes
has_editorconfig	no
has_linter_config	yes
has_precommit_config	yes
Documentation

90Excellent
How it's scored
30/30	README
25/25	Documentation directory
15/15	Documentation / homepage site — https://www.elastic.co/products/logstash
10/10	Repository description
10/10	Topics — 6 topics
0/10	Wiki
Inputs used
topics	etl-framework, streaming, logging, java, jruby, real-time-processing
has_wiki	no
homepage	https://www.elastic.co/products/logstash
has_readme	yes
has_docs_dir	yes
has_description	yes
Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
77Good · 16% of overall
Security posture

71Good
How it's scored
6.8/7.5	Binary-Artifacts — binaries present in source code
3.8/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6.8/7.5	Code-Review — Found 18/19 approved changesets -- score normalized to 9
2.5/2.5	Contributors — project has 19 contributing companies or organizations
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5	Dependency-Update-Tool — update tool detected
0/5	Fuzzing — project is not fuzzed
2.2/2.5	License — license file detected
7.5/7.5	Maintained — 30 commit(s) and 14 issue activity found in the last 90 days -- score normalized to 10
0/5	Packaging — no data
0/5	Pinned-Dependencies — no data
0/5	SAST — SAST tool is not run on all commits -- score normalized to 0
5/5	Security-Policy — security policy file detected
0/7.5	Signed-Releases — no data
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5	Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
source	openssf_scorecard
checks_evaluated	15
scorecard_version	v5.5.0
checks_inconclusive	3
scorecard_aggregate	7.1
Excluded from scoring (no data or not applicable): packaging, pinned_dependencies, signed_releases. Remaining weights renormalized.
Dependency advisories

100Excellent
How it's scored
35/35	Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25	Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40	No advisories left outstanding — no advisory carries a publication date
Inputs used
source	osv
advisories	0
affected_packages	0
assessed_packages	4
unassessed_packages	44
affected_by_severity	none
direct_affected_packages	0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 4 resolved dependencies against OSV. 44 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.
86Excellent · 0% of overall
Agent context & guidance

85Excellent
How it's scored
45/45	Agent instructions — AGENTS.md, CLAUDE.md, qa/AGENTS.md, qa/CLAUDE.md, x-pack/AGENTS.md, x-pack/CLAUDE.md
0/15	Machine-readable docs (llms.txt)
40/40	Legible commit history — 68 of 71 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txt	no
legible_history_share	0.958
agent_instruction_files	AGENTS.md, CLAUDE.md, qa/AGENTS.md, qa/CLAUDE.md, x-pack/AGENTS.md, x-pack/CLAUDE.md
agent_instruction_max_bytes	24,429
Verify loop (build / test / typecheck)

100Excellent
How it's scored
18/18	One-command bootstrap — .ci/Makefile, docker/Makefile, qa/integration/fixtures/offline_wrapper/Makefile
22/22	Automated tests
11/11	Lint / format config — .rubocop.yml
11/11	Static type checking — Java (statically typed)
10/10	Reproducible environment — Dockerfile
10/10	Demonstrated agent practice — 5 of the last 100 commits agent-authored or agent-credited
8/8	Automated maintenance — 8 of the last 100 commits are automated dependency updates
0/10	OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nix	no
has_tests	yes
lockfiles	—
has_dockerfile	yes
typed_language	yes
bootstrap_files	.ci/Makefile, docker/Makefile, qa/integration/fixtures/offline_wrapper/Makefile
has_devcontainer	no
has_linter_config	yes
typecheck_configs	—
agent_commit_share	0.05
toolchain_manifests	build.gradle, buildSrc/build.gradle, docker/data/logstash/env2yaml/build.gradle, logstash-core/benchmarks/build.gradle, logstash-core/build.gradle, qa/integration/build.gradle, tools/benchmark-cli/build.gradle, tools/dependencies-report/build.gradle, tools/jvm-options-parser/build.gradle, x-pack/build.gradle
dependency_bot_commit_share	0.08
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.
Code legibility for models

100Excellent
How it's scored
45/45	Type-checkable code — Java (statically typed)
54.8/55	Manageable file sizes — 4/1,210 source files over 60KB
Inputs used
primary_language	Java
largest_source_bytes	81,725
source_files_sampled	1,210
oversized_source_files	4
Machine-readable interfaces

40At risk
How it's scored
0/40	API schema (OpenAPI/GraphQL/proto)
0/20	MCP server
40/40	Runnable examples — examples
Inputs used
example_dirs	examples
has_mcp_signal	no
api_schema_files	—
Key facts

14,905GitHub stars
97contributors
343commits, last 12 months
1days since last push
100releases
4bus factor
1,989open issues
Maven, RubyGemspackage ecosystems
Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
rubygems package 'logstash-core' points at a different repository (http://www.elastic.co/guide/en/logstash/current/index.html); excluded from ecosystem scoring
rubygems package 'logstash-core-plugin-api' points at a different repository (http://www.elastic.co/guide/en/logstash/current/index.html); excluded from ecosystem scoring
Could not fetch rubygems package 'logstash-filter-dummy' from its registry
Could not fetch rubygems package 'logstash-integration-tests' from its registry
Could not fetch rubygems package 'logstash-docgen' from its registry
More detail

Star and fork history 0 ★ / 3,508 ⇿
0Stars
3,508Forks
100Releases
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.
Major 1Minor 8Patch 89
Each point covers 7 days.
OpenSSF Scorecard 7.1 / 10
7.1aggregate
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 · 2026-08-01 23:13 UTC
9	Binary-Artifacts	binaries present in source code
5	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	29 out of 29 merged PRs checked by a CI test -- score normalized to 10
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
9	Code-Review	Found 18/19 approved changesets -- score normalized to 9
10	Contributors	project has 19 contributing companies or organizations
10	Dangerous-Workflow	no dangerous workflow patterns detected
10	Dependency-Update-Tool	update tool detected
0	Fuzzing	project is not fuzzed
9	License	license file detected
10	Maintained	30 commit(s) and 14 issue activity found in the last 90 days -- score normalized to 10
n/a	Packaging	packaging workflow not detected
n/a	Pinned-Dependencies	internal error: internal error: invalid Dockerfile: Syntax error - can't find = in "locale". Must be of the form: name=value
0	SAST	SAST tool is not run on all commits -- score normalized to 0
10	Security-Policy	security policy file detected
n/a	Signed-Releases	no releases found
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
10	Vulnerabilities	0 existing vulnerabilities detected
Direct dependencies 7
Registry	Package	Version constraint	Manifest
RubyGems	rspec	`~> 3.13`	qa/Gemfile
RubyGems	rake	`—`	qa/Gemfile
RubyGems	stud	`—`	qa/Gemfile
RubyGems	docker-api	`—`	qa/Gemfile
RubyGems	base64	`—`	qa/Gemfile
RubyGems	logstash-core	`—`	qa/integration/Gemfile
RubyGems	logstash-core-plugin-api	`—`	qa/integration/Gemfile
All dependencies 48
Full resolved dependency set from the GitHub dependency graph: 7 direct and 41 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
Registry	Package	Version	Relation
RubyGems	base64	`—`	direct
RubyGems	docker-api	`—`	direct
RubyGems	logstash-core	`—`	direct
RubyGems	logstash-core-plugin-api	`—`	direct
RubyGems	rake	`—`	direct
RubyGems	rspec	`—`	direct
RubyGems	stud	`—`	direct
PyPI	pyyaml	`6.0.2`	indirect
PyPI	requests	`2.33.0`	indirect
RubyGems	addressable	`—`	indirect
RubyGems	asciidoctor	`—`	indirect
RubyGems	bigdecimal	`—`	indirect
RubyGems	childprocess	`—`	indirect
RubyGems	clamp	`—`	indirect
RubyGems	concurrent-ruby	`—`	indirect
RubyGems	csv	`—`	indirect
RubyGems	down	`—`	indirect
RubyGems	elasticsearch	`—`	indirect
RubyGems	filesize	`—`	indirect
RubyGems	flores	`—`	indirect
RubyGems	flores	`0.0.8`	indirect
RubyGems	gemoji	`—`	indirect
RubyGems	gems	`—`	indirect
RubyGems	git	`—`	indirect
RubyGems	i18n	`—`	indirect
RubyGems	jruby-openssl	`—`	indirect
RubyGems	logstash-devutils	`—`	indirect
RubyGems	logstash-devutils	`0.0.6`	indirect
RubyGems	logstash-filter-geoip	`—`	indirect
RubyGems	logstash-input-packtestdep	`—`	indirect
RubyGems	manticore	`—`	indirect
RubyGems	minitar	`—`	indirect
RubyGems	multi_json	`—`	indirect
RubyGems	observer	`—`	indirect
RubyGems	octokit	`—`	indirect
RubyGems	paquet	`—`	indirect
RubyGems	pry	`—`	indirect
RubyGems	puma	`—`	indirect
RubyGems	rack	`—`	indirect
RubyGems	rspec-wait	`—`	indirect
RubyGems	rubyzip	`—`	indirect
RubyGems	sinatra	`—`	indirect
RubyGems	thread_safe	`—`	indirect
RubyGems	thwait	`—`	indirect
RubyGems	treetop	`—`	indirect
RubyGems	tzinfo-data	`—`	indirect
RubyGems	vcr	`—`	indirect
RubyGems	webmock	`—`	indirect
Dependency advisories 0
This repository publishes no package the index resolves, so its own dependency graph was assessed — 4 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct. 44 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.
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
{
  "data": {
    "repo": {
      "topics": [
        "etl-framework",
        "streaming",
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        "jruby",
        "real-time-processing"
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      "is_fork": false,
      "size_kb": 134818,
      "has_wiki": false,
      "homepage": "https://www.elastic.co/products/logstash",
      "languages": {
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        "Shell": 129675,
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        "Makefile": 12385,
        "Batchfile": 7096,
        "AGS Script": 16304,
        "Dockerfile": 2736,
        "PowerShell": 14868
      },
      "pushed_at": "2026-07-31T16:08:01Z",
      "created_at": "2010-11-18T01:31:50Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-31T16:02:52Z",
      "description": "Logstash - transport and process your logs, events, or other data",
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      "releases": [
        {
          "tag": "v9.4.4",
          "kind": "patch",
          "published_at": "2026-07-21T12:56:38Z"
        },
        {
          "tag": "v8.19.19",
          "kind": "patch",
          "published_at": "2026-07-21T13:28:18Z"
        },
        {
          "tag": "v9.3.8",
          "kind": "patch",
          "published_at": "2026-07-21T12:56:44Z"
        },
        {
          "tag": "v8.19.18",
          "kind": "patch",
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        },
        {
          "tag": "v9.3.7",
          "kind": "patch",
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        },
        {
          "tag": "v9.4.3",
          "kind": "patch",
          "published_at": "2026-06-30T14:30:17Z"
        },
        {
          "tag": "v9.3.6",
          "kind": "patch",
          "published_at": "2026-06-23T14:09:44Z"
        },
        {
          "tag": "v8.19.17",
          "kind": "patch",
          "published_at": "2026-06-23T13:59:07Z"
        },
        {
          "tag": "v9.4.2",
          "kind": "patch",
          "published_at": "2026-05-28T14:59:52Z"
        },
        {
          "tag": "v9.3.5",
          "kind": "patch",
          "published_at": "2026-05-28T14:59:11Z"
        },
        {
          "tag": "v8.19.16",
          "kind": "patch",
          "published_at": "2026-05-28T14:59:08Z"
        },
        {
          "tag": "v9.4.1",
          "kind": "patch",
          "published_at": "2026-05-12T18:02:31Z"
        },
        {
          "tag": "v9.4.0",
          "kind": "minor",
          "published_at": "2026-05-05T15:15:44Z"
        },
        {
          "tag": "v9.3.4",
          "kind": "patch",
          "published_at": "2026-04-30T15:24:28Z"
        },
        {
          "tag": "v8.19.15",
          "kind": "patch",
          "published_at": "2026-04-30T15:24:20Z"
        },
        {
          "tag": "v9.2.8",
          "kind": "patch",
          "published_at": "2026-04-08T14:48:35Z"
        },
        {
          "tag": "v9.3.3",
          "kind": "patch",
          "published_at": "2026-04-08T14:47:19Z"
        },
        {
          "tag": "v8.19.14",
          "kind": "patch",
          "published_at": "2026-04-08T14:48:36Z"
        },
        {
          "tag": "v9.3.2",
          "kind": "patch",
          "published_at": "2026-03-19T12:16:55Z"
        },
        {
          "tag": "v9.2.7",
          "kind": "patch",
          "published_at": "2026-03-19T12:15:28Z"
        },
        {
          "tag": "v8.19.13",
          "kind": "patch",
          "published_at": "2026-03-19T12:15:05Z"
        },
        {
          "tag": "v9.2.6",
          "kind": "patch",
          "published_at": "2026-02-26T16:02:09Z"
        },
        {
          "tag": "v9.3.1",
          "kind": "patch",
          "published_at": "2026-02-26T16:02:26Z"
        },
        {
          "tag": "v8.19.12",
          "kind": "patch",
          "published_at": "2026-02-26T16:02:00Z"
        },
        {
          "tag": "v8.19.11",
          "kind": "patch",
          "published_at": "2026-02-03T15:29:57Z"
        },
        {
          "tag": "v9.2.5",
          "kind": "patch",
          "published_at": "2026-02-03T15:29:55Z"
        },
        {
          "tag": "v9.3.0",
          "kind": "minor",
          "published_at": "2026-02-03T15:40:48Z"
        },
        {
          "tag": "v9.2.4",
          "kind": "patch",
          "published_at": "2026-01-13T17:20:14Z"
        },
        {
          "tag": "v9.1.10",
          "kind": "patch",
          "published_at": "2026-01-13T17:18:09Z"
        },
        {
          "tag": "v8.19.10",
          "kind": "patch",
          "published_at": "2026-01-13T17:20:08Z"
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          "body": "`FileWatchServiceTest` was added in #18978 alongside the\n`FileWatchService` itself. `firesAllCallbacksForSameFile` and\n`throwingCallbackDoesNotPreventSubsequentCallbacks` asserted exact callback\ncounts after a single `Files.write`. `TRUNCATE_EXISTING` is truncate+write and\ninotify may surface those \n[…]\neplace the shared counter with a per-callback `CountDownLatch` so the tests\nassert that for the `FileWatchService` every registered callback\nis notified without depending on OS-level event coalescing.",
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          "headline": "Fix flaky `FileWatchServiceTest` (#19184)",
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          "body": "The Logstash API server (Puma) picks up keystore file changes\nautomatically on each new connection, so replacing the keystore\nfile referenced by api.ssl.keystore.path does not require a\nLogstash restart. The previous note overstated the restart\nrequirement.",
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          "headline": "[Doc] Clarify API server TLS keystore auto-reload behavior (#19182)",
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          "body": "Fixed error during event size estimation on non recognised types.\n\n- Handle the missed `Timestamp` branch during the estimation. \n- Adds a couple of safe guards during estimation\n  1.  if class is not belonging to the list of supported in Valufier (which should be a programming error) but it's seria\n[…]\n neither serilizable log a warning error\n- Updates the BigDecimal estimation considering the inner BigInteger instance\n\nThe safeguards log messages contains also the field path to the offending field.",
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          "headline": "Add missed standard types during batch's size estimation (#19158)",
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          "body": "Bumps the github-actions group with 2 updates in the / directory: [docker/login-action](https://github.com/docker/login-action) and [tspascoal/get-user-teams-membership](https://github.com/tspascoal/get-user-teams-membership).\n\n\nUpdates `docker/login-action` from 4.1.0 to 4.2.0\n- [Release notes](htt\n[…]\nsion-update:semver-patch\n  dependency-group: github-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "is_bot": false,
          "headline": "Create buildkite pipeline to periodically clean up logstash artifact …",
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          "headline": "change team name (#19154)",
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          "headline": "Remove pipe output plugin from default bundle (#19159)",
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          "body": "…#19157)\n\nAdded known issue to version 9.2.0 to describe how to avoid excessive logging of batch's estimate type errors\n\n---------\n\nCo-authored-by: Kaise <69120390+kaisecheng@users.noreply.github.com>",
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          "headline": "Make asciidoc RN generator org aware (#19145)",
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          "headline": "Send Logstash Metrics via OTLP (#18857)",
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          "headline": "Add RHEL 10, Oracle Linux 10, Rocky Linux 10, and Alma Linux 10 to ex…",
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          "headline": "chore: deps(updatecli): Bump updatecli version to v0.117.0 (#19128)",
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          "body": "On a failed pipeline start, `Create#execute` now calls `new_pipeline.shutdown`\nto clear plugin/events/flow/batch metrics. Without this, retries under\n`config.reload.automatic: true` leaked metric entries into `_node/stats`.\n\nCloses #19009",
          "is_bot": false,
          "headline": "Clear pipeline metrics when a pipeline fails to start (#19091)",
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          "headline": "[Doc] Automatic reload of certificates (#19065)",
          "author_name": "Kaise",
          "author_login": "kaisecheng",
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          "body": "* Refined release notes for 9.4.1\n\n\n\n(cherry picked from commit 4a304895a632ec84fa6bd8672f6e37f76e89fef0)\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>\nCo-authored-by: andsel <selva.andre@gmail.com>\nCo-authored-by: Emily S <emily.s@elastic.co>",
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          "headline": "Release notes for 9.4.1 (#19096) (#19097)",
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          "headline": "Request to install JDK 21 in bump gems workflow (#19093)",
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          "is_bot": false,
          "headline": "`dead_letter_queue.flush_check_interval` new config for flushing stal…",
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          "body": "Logstash now rebuilds the Elasticsearch clients used by Central Pipeline Management\nand legacy internal monitoring when their TLS certificate files change on disk.\nThis removes the need to restart Logstash after certificate rotation for those\nservices.\n\nThis requires `ssl.reload.automatic: true` and `config.reload.automatic: true`.\nWhen `xpack.management.enabled: true`, `config.reload.automatic` is enabled\nautomatically.",
          "is_bot": false,
          "headline": "Extend TLS auto-reload to CPM and monitoring service clients (#19045)",
          "author_name": "Kaise",
          "author_login": "kaisecheng",
          "committed_at": "2026-05-07T12:19:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99e5f06848afa09f92fd051eb7247860a7a5be2e",
          "body": "(cherry picked from commit c6e4264c4b018bba9b51a1a786e09f999bdb710b)\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Release notes for 9.4.0 (#18973) (#19075)",
          "author_name": "mergify[bot]",
          "author_login": "mergify[bot]",
          "committed_at": "2026-05-04T17:42:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7c0ca8a7ad003a4c4cc628ea66cb1878d83707c6",
          "body": "This commit updates the curl commands to check if JDK artifacts are ready with a\nretry. Recently an update was missed due to a 504 gateway timeout when an\nartifact was ready. This resulted in one of the branches not getting the update\nwhile the others did. For transient errors, curl should retry.\nExample: https://github.com/elastic/logstash/actions/runs/25295755363/job/74154213862",
          "is_bot": false,
          "headline": "Retry transient curl errors when checking JDK (#19073)",
          "author_name": "Cas Donoghue",
          "author_login": "donoghuc",
          "committed_at": "2026-05-04T17:38:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6fca7c1ec47019faae92a4c0cc7dfef9fd3f086a",
          "body": "Bumps the github-actions group with 1 update in the / directory: [tspascoal/get-user-teams-membership](https://github.com/tspascoal/get-user-teams-membership).\n\n\nUpdates `tspascoal/get-user-teams-membership` from 3.0.0 to 4.0.1\n- [Release notes](https://github.com/tspascoal/get-user-teams-membership\n[…]\nsion-update:semver-major\n  dependency-group: github-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump tspascoal/get-user-teams-membership (#19067)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-04T17:33:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ddb85d8a39a9e405f9ae39e101a3c2c3ffcfb055",
          "body": "…n opportunity to upgrade the client in the ES plugins. (#19051)",
          "is_bot": false,
          "headline": "Allow to pull elasticsearch 9.x ruby client versions. This provides a…",
          "author_name": "Mashhur",
          "author_login": "mashhurs",
          "committed_at": "2026-05-04T17:27:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f87d9c0c2e9e6d6d42cfa97c71d3907bf7592186",
          "body": "* chore: Update JDK revision\n\nMade with ❤️️ by updatecli\n\n* chore: Update JDK build\n\nMade with ❤️️ by updatecli\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Update bundled JDK to 21.0.11 build 10 (#19070)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-05-04T16:55:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "48b7601bae2163d9c6a4a1e6be1f442e5290359d",
          "body": null,
          "is_bot": false,
          "headline": "Update getting-started-with-logstash min java version (#19058)",
          "author_name": "Edmo Vamerlatti Costa",
          "author_login": "edmocosta",
          "committed_at": "2026-05-04T13:37:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a83f41cc6146493bf70dac1085474e8d683694fb",
          "body": "(cherry picked from commit b34cd5e36f6c1e6d431b90f43463660926060100)\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Release notes for 9.3.4 (#19042) (#19063)",
          "author_name": "mergify[bot]",
          "author_login": "mergify[bot]",
          "committed_at": "2026-04-30T18:41:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "74d9f5b5685304fcef6db64093f32345d4b8bd84",
          "body": "…#19039)\n\nThe dependencies that are reported into our snyk ingestion workflows are assumed to be\nshipped with logstash artifacts. The task to do this report was inadvertently reporting\non tests dependencies that are causing false positives in our reporting workflows. This\ncommit ensures only runtime jars (those that ship with logstash artifacts) are reported.",
          "is_bot": false,
          "headline": "Exclude non-runtime dependencies for snyk scans of jar dependencies (…",
          "author_name": "Cas Donoghue",
          "author_login": "donoghuc",
          "committed_at": "2026-04-28T17:20:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "89aeb16fe66f4d20cd3effd379254fa632b18ec4",
          "body": "Made with ❤️️ by updatecli\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: deps(updatecli): Bump updatecli version to v0.116.3 (#19047)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-04-27T18:56:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "91739d78fd47e82971e6ebe229bfac31c50b586b",
          "body": "Logstash can automatically reload affected pipelines when TLS certificate files change on disk. This removes the need for a manual restart or explicit reload trigger after certificate rotation.\n\nAdds opt-in automatic pipeline reload on TLS certificate rotation with a new `ssl.reload.automatic` optio\n[…]\nn `config.reload.automatic` is enabled and accepts the following values:\n- `true`: reloads pipelines whose SSL certificate or key files have changed on disk\n- `false` (default): do not watch SSL files",
          "is_bot": false,
          "headline": "Auto-reload pipelines on TLS certificate rotation (#18978)",
          "author_name": "Kaise",
          "author_login": "kaisecheng",
          "committed_at": "2026-04-23T20:59:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "65a7b76f017c960b91326813fad9ab47f13da7d7",
          "body": "* Ensure do_close failures don't halt pipeline shutdown\n\nRoute plugin do_close calls in register_plugins rollback and\nshutdown_workers through close_plugin_and_ignore so one plugin\nraising doesn't leave remaining filters/outputs unclosed. Also\nfix the log key to use the instance-level config_name.\n\n\n[…]\natch tracks\nthe plugin actually stubbed to raise.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Ensure do_close failures don't halt pipeline shutdown (#19035)",
          "author_name": "Andrew Cholakian",
          "author_login": "andrewvc",
          "committed_at": "2026-04-22T19:41:54Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "296f936dc2fca1e66afe40df8f9774ff76ba2a36",
          "body": null,
          "is_bot": false,
          "headline": "fix forced-shutdown (double SIGINT) behaviour for JRuby 10 (#19017)",
          "author_name": "Rye Biesemeyer",
          "author_login": "yaauie",
          "committed_at": "2026-04-21T20:47:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "35a42f82bb93d4653247514adbc4a0d14b4c12c1",
          "body": "The latest jruby-openssl https://github.com/jruby/jruby-openssl/issues/361 release\nhas a new behavior where bouncycastle fips jars on the classloading path can cause\nissues loading openssl. The observabilitySRE artifact explicitly disables logstash keystore\ncommands (as well as pluginmanager) becaus\n[…]\n the keystore command. Previously this was\nmissed because the commands still worked (even through the fips providers were not necessarily\nused). These should have always been skipped, so now they are.",
          "is_bot": false,
          "headline": "Skip fips tests that invoke logstash keystore command (#19026)",
          "author_name": "Cas Donoghue",
          "author_login": "donoghuc",
          "committed_at": "2026-04-20T22:58:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a63c5d48491a4cc9aa833cfd46e64eb0eed5caa0",
          "body": "Made with ❤️️ by updatecli\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: deps(updatecli): Bump updatecli version to v0.116.2 (#19020)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-04-20T16:22:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a517265592b38ee15d4983a39ca68f392b350d9",
          "body": null,
          "is_bot": false,
          "headline": "require java 21, since jruby 10 requires it (#19010)",
          "author_name": "Rye Biesemeyer",
          "author_login": "yaauie",
          "committed_at": "2026-04-16T20:05:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "894ca214c91bf9eabeb80a8f5c8956ee0dfc6b5c",
          "body": "* Optimize DLQ segment directory scans with single-pass DirectoryStream lookups\n\nBefore this change, listing segment files and finding max segment ID logic was using plain Java stream to list all files, then filter by size and sort.\nWith this PR change, we optimize DLQ segment file lookups to use si\n[…]\narer signal.\n\nCo-authored-by: Andrea Selva <selva.andre@gmail.com>\n\n---------\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\nCo-authored-by: Andrea Selva <selva.andre@gmail.com>",
          "is_bot": false,
          "headline": "Optimize DLQ segment directory scans with single-pass logic. (#18970)",
          "author_name": "Mashhur",
          "author_login": "mashhurs",
          "committed_at": "2026-04-16T17:41:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3254ac755297a549fc4d116bedc94b3ec0b7c75c",
          "body": "* Add deprecated JDK cipher note to 9.3.2 release notes\n\n* Apply the feedback by docs-builder\n\n(cherry picked from commit a6542e8f80b6d9f09d5966c4603a1ee18978c305)\n\nCo-authored-by: Mashhur <99575341+mashhurs@users.noreply.github.com>",
          "is_bot": true,
          "headline": "[9.3] Add deprecated JDK cipher to release notes (#18949) (#19007)",
          "author_name": "mergify[bot]",
          "author_login": "mergify[bot]",
          "committed_at": "2026-04-15T17:35:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c3b4dca7dbf4134b0635a44e1648bdb9dc258e6d",
          "body": "For each pipeline that has structured batch metrics enabled, log a line with memory consumed to collect such data.\n\nProvides the user a direct information of how much memory the batch flow histograms consumes. With this information the user can select to disable it globally and enable only for singl\n[…]\ntch metrics is enabled.\n- Updates all the existing classes that start a pipeline to disable batch metrics when the flow metrics are not fully initialized.\n\nCo-authored-by: Emily S <emily.s@elastic.co>",
          "is_bot": false,
          "headline": "Log the estimate of batch metrics memory consumption (#18916)",
          "author_name": "Andrea Selva",
          "author_login": "andsel",
          "committed_at": "2026-04-15T15:56:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f7a42a53f263a658dacefc7c077e0ecc185d0a5c",
          "body": "* docs: clarify Gradle test task structure in AGENTS.md\n\nDocument that --tests filtering must be used on javaTests or rubyTests\ndirectly (not the top-level test task), and that some Java test classes\nlive in rubyTests due to Ruby infrastructure dependencies.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>\n\n* More clarity\n\n---------\n\nCo-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: clarify Gradle test task structure in AGENTS.md (#19004)",
          "author_name": "Andrew Cholakian",
          "author_login": "andrewvc",
          "committed_at": "2026-04-15T13:30:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3c4fbaf4c0f6ab9e0488e9a357c0370d6c2fb38f",
          "body": "* ci: enable use-release-branches for docs-build and docs-deploy\n\nPairs with elastic/docs-actions reusable workflows: release-line pushes can\nrefresh the shared link index even when commits do not touch docs/.\n\nBackport the same two workflow edits to branches 9.3 and 9.4 after merge.\n\nMade-with: Cursor\n\n* chore: drop backport comment from docs workflow YAML\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "ci: enable use-release-branches for docs workflows (#18992)",
          "author_name": "Martijn Laarman",
          "author_login": "Mpdreamz",
          "committed_at": "2026-04-14T15:33:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ce7ef0282b74bda648cf88738774957e1513fb81",
          "body": null,
          "is_bot": false,
          "headline": "log4j update to 2.25.4 (#18991)",
          "author_name": "Rob Bavey",
          "author_login": "robbavey",
          "committed_at": "2026-04-13T21:56:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3b0163ce56b942041c95614ce234393ecca9d2af",
          "body": "Made with ❤️️ by updatecli\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: deps(updatecli): Bump updatecli version to v0.116.1 (#18988)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-04-13T17:38:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4192aed219228b3bc996fbb71b6b7e639fe9e78",
          "body": "Bumps the github-actions group with 1 update in the / directory: [actions/github-script](https://github.com/actions/github-script).\n\n\nUpdates `actions/github-script` from 8 to 9\n- [Release notes](https://github.com/actions/github-script/releases)\n- [Commits](https://github.com/actions/github-script/\n[…]\nsion-update:semver-major\n  dependency-group: github-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/github-script (#18987)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-13T08:21:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2ed80127ead20dff47a1b256359d839e170579f1",
          "body": "The exhaustive tests pipeline was triggering on every branch push,\nincluding updatecli automation branches. Switch the filter_condition\nfrom a deny-list to an allow-list matching only main, version (X.Y),\nand dev (X.x) branches. Manual and scheduled runs are unaffected.",
          "is_bot": false,
          "headline": "Limit exhaustive test triggers to active branches only (#18975)",
          "author_name": "Cas Donoghue",
          "author_login": "donoghuc",
          "committed_at": "2026-04-10T16:08:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "597df17bccd64b4508239d83e9d59d61de077dc7",
          "body": "…current-ruby pin (#18977)\n\n* pin multi_json to 1.19.1 since 1.20.0 has java variant with newer concurrent-ruby pin\n\nmulti_json 1.20.0 is a very big release with drop of support for 9.4,\nmultiple changes to its adapters and the first version that publishes\njava and ruby platform gems separately.\n\nTh\n[…]\n parts like jrjackson\nbackend and use of java concurrency primitives.\n\nSo we pin the dependency for now at ~> 1.19.x.\n\n* move pin to logstash-core/logstash-core.gemspec so it fixes core and qa testing",
          "is_bot": false,
          "headline": "pin multi_json to 1.19.1 since 1.20.0 has java variant with newer con…",
          "author_name": "João Duarte",
          "author_login": "jsvd",
          "committed_at": "2026-04-10T14:17:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "98760509e09e707d8ec08f7f11c9556c0a2ac0b5",
          "body": "* add support for cgroupv2\n\n* add integration tests for cgroups v1 and v2\n\n* refactor cgroupv2 into separate resource class with better logging\n\nSeparate CGroupV2Resources from CGroupResources for cleaner v1/v2\nseparation. Try v1 first, fall back to v2 with labeled debug logging.\n\n* resolve cgroup v\n[…]\nise\n\nDetect v1 or v2 on first call and cache the result, avoiding repeated\n\"required cgroup files or directories not found\" debug messages.\n\n* fix tests\n\n* memoize read_v2_path\n\n* test fix\n\n* test fix",
          "is_bot": false,
          "headline": "add support for cgroupv2 (#18708)",
          "author_name": "João Duarte",
          "author_login": "jsvd",
          "committed_at": "2026-04-10T08:25:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "82c33d7d128d6e2256c9aa78e488ac95cb3fc218",
          "body": "Add a ruby_plugin JRuby method to all filter and output delegator types\nso that callers can access the underlying Ruby plugin instance when\ninspecting plugin config or instance variables.\n\nRuby-backed delegators (FilterDelegatorExt, OutputDelegatorExt,\nOutputStrategyExt) return the inner plugin object. Java-native delegators\n(JavaFilterDelegatorExt, JavaOutputDelegatorExt) return nil because they\nuse the Java config system rather than LogStash::Config::Mixin.\n\nFix: #18925",
          "is_bot": false,
          "headline": "Expose ruby_plugin on filter/output delegators (#18936)",
          "author_name": "Kaise",
          "author_login": "kaisecheng",
          "committed_at": "2026-04-09T21:11:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f77ab48b6652c39f023431c57e0a50431ad8b5e7",
          "body": null,
          "is_bot": false,
          "headline": "Update jruby to 10.0.5.0 (#18965)",
          "author_name": "Cas Donoghue",
          "author_login": "donoghuc",
          "committed_at": "2026-04-08T19:37:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c50aa5582171cadda550abda52d7b91745857a23",
          "body": "Update logstash-core version in versions.yml\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump logstash version 9.5.0 (#18957)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-04-07T22:40:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af19ca630b8fc3f94bf4bc53ce292c0d3ee90a6b",
          "body": "* reload automatic: recover crashed pipelines during convergence\n\n* recovery: add health report probes\n\n* derp: fix invocation of failure_injector filter\n\n* PR feedback:\n\n - do not resolve recovery action until pipeline has settled into\n   its crash state\n - capture a successful recovery as a succes\n[…]\nvery: keep only last 5min of recovery log\n\n* Apply suggestions from code review\n\nCo-authored-by: Cas Donoghue <cas.donoghue@gmail.com>\n\n---------\n\nCo-authored-by: Cas Donoghue <cas.donoghue@gmail.com>",
          "is_bot": false,
          "headline": "Support REACTIVE pipeline recovery with config.reload manager (#18930)",
          "author_name": "Rye Biesemeyer",
          "author_login": "yaauie",
          "committed_at": "2026-04-07T22:37:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8d7a5a31cae207f36fe500a910647ba8572f1455",
          "body": "… index of and substring methods. (#18874)\n\n* DeadLetterQueueUtils: avoid using heavy split operation, replace it with simple index of and substring methods.\n\n* Handle exception case if file name doesn't end with .log. Add unit test cases.",
          "is_bot": false,
          "headline": "DeadLetterQueueUtils#extractSegmentId improvement: replace split with…",
          "author_name": "Mashhur",
          "author_login": "mashhurs",
          "committed_at": "2026-04-07T22:04:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f654c28d7e266106c09a6bb1d542f7e391c29935",
          "body": "* Release notes for 9.2.8 (#18945)\n\n* Update release notes for 9.2.8\n\n* Refine 9.2.8 release notes.\n\n---------\n\nCo-authored-by: logstashmachine <43502315+logstashmachine@users.noreply.github.com>\nCo-authored-by: Mashhur <mashhur.sattorov@elastic.co>\n(cherry picked from commit 76550261e3fecb1f7c91b0f\n[…]\nks like just line arrangements conflicted.\n\n---------\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>\nCo-authored-by: Mashhur <mashhur.sattorov@elastic.co>",
          "is_bot": true,
          "headline": "[main] (backport #18945) Release notes for 9.2.8 (#18951)",
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                "detail": "Found 18/19 approved changesets -- score normalized to 9",
                "points": 13.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "followers": 5459,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "elastic",
              "public_repos": 947,
              "account_age_days": 4542
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "5,459 followers of elastic",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 5459,
                      "login": "elastic"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "947 public repos, account ~12 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 947
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 12
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "moderate",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "packages": [
                "paquet"
              ],
              "ecosystems": "rubygems",
              "any_deprecated": false,
              "min_days_since_publish": 3417
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on rubygems",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "rubygems"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 3417 days ago",
                "points": 4,
                "status": "partial",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 3417
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "3 published versions",
                "points": 12,
                "status": "partial",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 92,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "22 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 22
                    }
                  }
                ],
                "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": ".rubocop.yml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".rubocop.yml"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "etl-framework",
                "streaming",
                "logging",
                "java",
                "jruby",
                "real-time-processing"
              ],
              "has_wiki": false,
              "homepage": "https://www.elastic.co/products/logstash",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://www.elastic.co/products/logstash",
                "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": "6 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 77,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Pinned-Dependencies, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "pinned_dependencies",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 71,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 7.1
            },
            "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": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "29 out of 29 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 18/19 approved changesets -- score normalized to 9",
                "points": 6.8,
                "status": "partial",
                "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": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 14 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": "internal error: internal error: invalid Dockerfile: Syntax error - can't find = in \"locale\". Must be of the form: name=value",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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 4 resolved dependencies against OSV; 44 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",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 4
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 44
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 4,
              "unassessed_packages": 44,
              "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": 4,
              "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": "excellent",
        "name": "AI Readiness",
        "value": 86,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.958,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md",
                "qa/AGENTS.md",
                "qa/CLAUDE.md",
                "x-pack/AGENTS.md",
                "x-pack/CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 24429
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md, qa/AGENTS.md, qa/CLAUDE.md, x-pack/AGENTS.md, x-pack/CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md, qa/AGENTS.md, qa/CLAUDE.md, x-pack/AGENTS.md, x-pack/CLAUDE.md"
                    }
                  }
                ],
                "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": "68 of 71 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 68,
                      "sampled": 71
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                ".ci/Makefile",
                "docker/Makefile",
                "qa/integration/fixtures/offline_wrapper/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.05,
              "toolchain_manifests": [
                "build.gradle",
                "buildSrc/build.gradle",
                "docker/data/logstash/env2yaml/build.gradle",
                "logstash-core/benchmarks/build.gradle",
                "logstash-core/build.gradle",
                "qa/integration/build.gradle",
                "tools/benchmark-cli/build.gradle",
                "tools/dependencies-report/build.gradle",
                "tools/jvm-options-parser/build.gradle",
                "x-pack/build.gradle"
              ],
              "dependency_bot_commit_share": 0.08
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": ".ci/Makefile, docker/Makefile, qa/integration/fixtures/offline_wrapper/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".ci/Makefile, docker/Makefile, qa/integration/fixtures/offline_wrapper/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": ".rubocop.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".rubocop.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Java (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Java"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "5 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 5,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "8 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 8,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "internal error: internal error: invalid Dockerfile: Syntax error - can't find = in \"locale\". Must be of the form: name=value",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Java",
              "largest_source_bytes": 81725,
              "source_files_sampled": 1210,
              "oversized_source_files": 4
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Java (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Java"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "4/1210 source files over 60KB",
                "points": 54.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1210,
                      "oversized": 4
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "rubygems package 'logstash-core' points at a different repository (http://www.elastic.co/guide/en/logstash/current/index.html); excluded from ecosystem scoring",
    "rubygems package 'logstash-core-plugin-api' points at a different repository (http://www.elastic.co/guide/en/logstash/current/index.html); excluded from ecosystem scoring",
    "Could not fetch rubygems package 'logstash-filter-dummy' from its registry",
    "Could not fetch rubygems package 'logstash-integration-tests' from its registry",
    "Could not fetch rubygems package 'logstash-docgen' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-01T23:14:27.360014Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/e/elastic/logstash.svg",
  "full_name": "elastic/logstash",
  "license_state": "custom",
  "license_spdx": null
}
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 — RubyGems.
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Score profile

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