Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-27 02:37 UTC

BlackbirdWorks / gopherstack

Localstack alternative written in Go.

GoMIT★ 11 stars⑂ 3 forkssince Feb 2026View on GitHub ↗
#aws#localstack#terraform

BlackbirdWorks/gopherstack holds a health index of 65 out of 100, placing it in the Moderate band. It scores highest on AI Readiness (96/100) and lowest on Community & Adoption (33/100). It was last updated today. A single contributor accounts for most of its recent work.

65
overall / 100
Moderate

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.

65
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

BlackbirdWorksOrganization
1 follower2 public repossince Feb 2026

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/blackbirdworks/gopherstackv1.1.4-246 days ago

Metrics by category

Vitality

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

86Excellent · 22% of overall

Development activity

81Good
How it's scored
36/36Push recency — last push 0 days ago
16.6/36Commit cadence — 24/52 weeks with commits
18/18Commit volume — 1,335 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,335
human_commit_share0.96
days_since_last_push0
active_weeks_last_year24

Release discipline

94Excellent
How it's scored
27/27Ships releases — 2 releases published
36/36Release recency — latest release 6 days ago
27/27Release cadence — a release every ~1 days
4/10OpenSSF Scorecard: Signed-Releases — 1 out of the last 2 releases have a total of 1 signed artifacts.
Inputs used
releases_count2
latest_release_tagv1.1.4
releases_from_tagsno
days_since_latest_release6
mean_days_between_releases1

Community & Adoption

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

33At risk · 18% of overall

Popularity & adoption

19Critical
How it's scored
16.2/60Stars — 11 stars
2.5/25Forks — 3 forks
0/15Watchers — 2 watchers
Inputs used
forks3
stars11
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

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

Sustainability & Governance

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

52Moderate · 24% of overall

Maintainer resilience (bus factor)

10Critical
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
1.4/13.5Contributor breadth — 1 contributors
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1

Issue & PR responsiveness

80Good
How it's scored
46.8/46.8Issue resolution — 100% of issues closed
33.4/38.3PR acceptance — 1,160/1,329 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/29 approved changesets -- score normalized to 0
Inputs used
merged_prs1,160
open_issues0
closed_issues880
issue_closed_ratio1
closed_unmerged_prs169

Ownership & stewardship

36At risk
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
2.2/25Owner reach — 1 followers of BlackbirdWorks
4.3/25Track record — 2 public repos, account ~0 yr old
Inputs used
followers1
owner_typeOrganization
is_verified—
owner_loginBlackbirdWorks
public_repos2
account_age_days157

Package maintenance

100Excellent
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 6 days ago
20/20Version history — 24 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/blackbirdworks/gopherstack
ecosystemsgo
any_deprecatedno
min_days_since_publish6

Engineering Quality

Are baseline engineering and documentation practices in place?

80Good · 20% of overall

Engineering practices

84Good
How it's scored
24/24CI workflows — 5 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

75Good
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 3 topics
0/10Wiki
Inputs used
topicsaws, localstack, terraform
has_wikino
homepage—
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

73Good · 16% of overall

Security posture

71Good
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/29 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
5/5Pinned-Dependencies — all dependencies are pinned
4.5/5SAST — SAST tool detected but not run on all commits
5/5Security-Policy — security policy file detected
3/7.5Signed-Releases — 1 out of the last 2 releases have a total of 1 signed artifacts.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
5.2/7.5Vulnerabilities — 3 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate7.1

Dependency advisories

83Good
How it's scored
24.7/35Direct dependencies free of known advisories — 2 affected: github.com/aws/aws-sdk-go v1.55.8 (unknown), golang.org/x/crypto v0.54.0 (unknown)
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
37.2/40No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 1,626 days ago
Inputs used
sourceosv
advisories3
affected_packages2
assessed_packages880
unassessed_packages0
affected_by_severityunknown 2
direct_affected_packages2
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 880 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.

96Excellent · 0% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — .cursor/rules/caveman.mdc, .github/copilot-instructions.md, AGENTS.md, GEMINI.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 96 of 96 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share1
agent_instruction_files.cursor/rules/caveman.mdc, .github/copilot-instructions.md, AGENTS.md, GEMINI.md
agent_instruction_max_bytes16,591

Verify loop (build / test / typecheck)

100Excellent
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — .golangci.yml
11/11Static type checking — ui/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 58 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 4 of the last 100 commits are automated dependency updates
10/10OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configsui/tsconfig.json
agent_commit_share0.58
toolchain_manifestsexamples/ddb-lambda-chain/lambda/go.mod, examples/s3-lambda-processor/lambda/go.mod, go.mod
dependency_bot_commit_share0.04

Code legibility for models

100Excellent
How it's scored
45/45Type-checkable code — Go (statically typed)
54.9/55Manageable file sizes — 10/9,589 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes256,727
source_files_sampled9,589
oversized_source_files10

Machine-readable interfaces

100Excellent
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — proto/gopherstack/dashboard/v1/dashboard.proto
20/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_filesproto/gopherstack/dashboard/v1/dashboard.proto

Key facts

11GitHub stars
1contributors
1,335commits, last 12 months
0days since last push
2releases
1bus factor
0open issues
Go, 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 ★ / 3 ⇿
0Stars
3Forks

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.

12233312026-042026-052026-06
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 · 2026-07-27 02:37 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/29 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
10Pinned-Dependenciesall dependencies are pinned
9SASTSAST tool detected but not run on all commits
10Security-Policysecurity policy file detected
4Signed-Releases1 out of the last 2 releases have a total of 1 signed artifacts.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
7Vulnerabilities3 existing vulnerabilities detected
Direct dependencies 351
RegistryPackageVersion constraintManifest
Gogithub.com/alecthomas/kongv1.16.0go.mod
Gogithub.com/alicebob/miniredis/v2v2.38.0go.mod
Gogithub.com/aws/aws-sdk-go-v2v1.43.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.31go.mod
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.19.30go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/acmv1.43.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/acmpcav1.49.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/amplifyv1.41.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/apigatewayv1.42.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/apigatewayv2v1.37.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/appconfigv1.48.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/appconfigdatav1.26.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/applicationautoscalingv1.45.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/appsyncv1.56.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/athenav1.60.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/autoscalingv1.70.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/backupv1.59.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/cloudformationv1.75.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/cloudwatchv1.65.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/cloudwatchlogsv1.80.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/cognitoidentityv1.36.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/cognitoidentityproviderv1.67.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/configservicev1.68.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/dynamodbv1.62.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/dynamodbstreamsv1.36.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/ec2v1.317.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/ecrv1.60.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/ecsv1.89.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/efsv1.44.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/elasticachev1.56.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/eventbridgev1.48.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/firehosev1.46.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/iamv1.56.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/iotv1.77.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/kinesisv1.46.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/kmsv1.55.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/lambdav1.100.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/opensearchv1.75.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/rdsv1.123.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/redshiftv1.65.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/resourcegroupsv1.36.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/resourcegroupstaggingapiv1.35.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/route53v1.65.2go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/route53resolverv1.48.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/s3v1.106.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/s3controlv1.73.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/schedulerv1.20.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/secretsmanagerv1.44.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/sesv1.37.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/sfnv1.45.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/snsv1.42.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/sqsv1.46.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/ssmv1.73.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/stsv1.45.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/supportv1.34.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/swfv1.37.0go.mod
Gogithub.com/aws/smithy-gov1.27.4go.mod
Gogithub.com/distribution/distribution/v3v3.1.1go.mod
Gogithub.com/eclipse/paho.mqtt.golangv1.5.1go.mod
Gogithub.com/golang-jwt/jwt/v5v5.3.1go.mod
Gogithub.com/google/go-cmpv0.7.0go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/labstack/echo/v5v5.3.1go.mod
Gogithub.com/miekg/dnsv1.1.72go.mod
Gogithub.com/mochi-mqtt/server/v2v2.7.9go.mod
Gogithub.com/prometheus/client_golangv1.24.1go.mod
Gogithub.com/prometheus/client_modelv0.6.2go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogithub.com/testcontainers/testcontainers-gov0.43.0go.mod
Gogithub.com/vektah/gqlparser/v2v2.5.36go.mod
Gogolang.org/x/cryptov0.54.0go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/batchv1.68.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/bedrockv1.66.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/bedrockruntimev1.56.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/cloudcontrolv1.32.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/cloudfrontv1.67.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/cloudtrailv1.58.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/codeartifactv1.41.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/codebuildv1.72.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/codecommitv1.36.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/codeconnectionsv1.13.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/codedeployv1.38.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/codepipelinev1.49.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/codestarconnectionsv1.38.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/costexplorerv1.67.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/databasemigrationservicev1.66.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/docdbv1.51.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/eksv1.90.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/elasticloadbalancingv1.36.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/elasticloadbalancingv2v1.58.1go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/emrserverlessv1.44.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/gluev1.149.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/kafkav1.56.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/kinesisanalyticsv2v1.41.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/glacierv1.35.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/identitystorev1.39.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/iotanalyticsv1.32.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/iotwirelessv1.59.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/kinesisanalyticsv1.33.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/lakeformationv1.50.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/managedblockchainv1.34.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/mediaconvertv1.96.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/mediastorev1.32.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/mediastoredatav1.32.0go.mod
Goconnectrpc.com/connectv1.20.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/apigatewaymanagementapiv1.32.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/elasticsearchservicev1.45.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/iotdataplanev1.35.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/memorydbv1.36.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/mqv1.39.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/mwaav1.43.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/neptunev1.48.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/organizationsv1.53.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/pinpointv1.42.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/pipesv1.26.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/ramv1.39.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/rdsdatav1.35.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/redshiftdatav1.43.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/s3tablesv1.18.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/sagemakerv1.261.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/sagemakerruntimev1.43.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/serverlessapplicationrepositoryv1.33.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/servicediscoveryv1.43.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/sesv2v1.66.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/shieldv1.37.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/ssoadminv1.42.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/textractv1.43.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/timestreamqueryv1.39.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/timestreamwritev1.38.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/transcribev1.58.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/transferv1.75.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/verifiedpermissionsv1.36.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/wafv2v1.76.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/xrayv1.39.0go.mod
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Full resolved dependency set from the GitHub dependency graph: 362 direct and 518 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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Dependency advisories 2

This repository publishes no package the index resolves, so its own dependency graph was assessed — 880 packages, which also include development and test pins that never ship: 2 carry known advisories, of which 2 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
github.com/aws/aws-sdk-gov1.55.8directunknown2—
golang.org/x/cryptov0.54.0directunknown1—

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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        "HTML": 1574,
        "Shell": 8013,
        "Svelte": 5376720,
        "Makefile": 7861,
        "Dockerfile": 1556,
        "JavaScript": 27422,
        "TypeScript": 605137
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      "pushed_at": "2026-07-26T15:16:26Z",
      "created_at": "2026-02-14T04:05:51Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-26T14:58:19Z",
      "description": "Localstack alternative written in Go.",
      "is_archived": false,
      "is_disabled": false,
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      "significant_languages": [
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    "owner": {
      "blog": null,
      "name": "BlackbirdWorks",
      "type": "Organization",
      "login": "BlackbirdWorks",
      "company": null,
      "location": "United States of America",
      "followers": 1,
      "avatar_url": "https://avatars.githubusercontent.com/u/262710375?v=4",
      "created_at": "2026-02-20T02:30:33Z",
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      "account_age_days": 157
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      "profile_has_license": true
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          "headline": "ci: fix goreleaser sbom output file variable (#2400)",
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          "body": "* docs: rewrite README and generate per-service parity pages\n\nRewrite the root README around what Gopherstack actually offers: quick\nstart, install paths (Docker, Compose, Testcontainers, Go library, source),\nfeatures, the 11 runnable examples (previously unlinked), usage with AWS\nCLI / Terraform / \n[…]\nhored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Witness Patrol <blackbird7181@gmail.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "body": "* refactor(bedrock): split giant files by op-family (no 'backend' in names), drop nolint\n\nPure reorganization, behavior identical (verbatim AST moves). backend.go (2621) + backend_ops/\nagents/agents_batch3 + handler.go (2747) split into 51 op-family files using the new naming\n(store.go core, models.\n[…]\ne reorganization, behavior identical (verbatim moves; restjson1 routing byte-identical).\nbackend.go (1226) -> 12 op-family files; handler.go (732) + handler_extended.go (1159) -> core\ndispatch (569) …",
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          "headline": "Go refactoring 2 (#2392)",
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          "body": "…m panic (#2391)\n\n* fix(dynamodb): keep itemSizes in sync with Items to prevent UpdateItem panic\n\ndoUpdate/doPut/deleteItemAtIndex index table.itemSizes by the same position\nas table.Items, relying on the invariant len(itemSizes) == len(Items). Several\nwrite paths broke it, causing a panic at item_o\n[…]\n before compilation begins.\n\n* test: fix flaky server startup test\n\n* test: fix lint errors in test\n\n* trigger ci: retry due to github outage\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
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          "body": "…/panic fixes (#2385)\n\n* refactor(cloudfront): split giant files, consolidate tests, drop nolint\n\nPure reorganization, behavior identical. handler.go (6229) + backend.go (3791) +\nbatch2/new_ops files split into ~53 idiomatically-named files by op family\n(models.go, errors.go, backend_<family>.go, ha\n[…]\nhored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Witness Patrol <blackbird7181@gmail.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
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          "body": "* fix(dynamodb): fix lock inversion in TransactWriteItems\n\n* test(dynamodb): add regression test for TransactWriteItems deadlock",
          "is_bot": false,
          "headline": "fix(dynamodb): fix lock inversion in TransactWriteItems (#2389)",
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          "body": "* test: add regression test for DescribeTable deadlock\n\n* fix(lint): use intrange for loops in tests",
          "is_bot": false,
          "headline": "test: add regression test for DescribeTable deadlock (#2388)",
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          "body": "…ues (#2387)\n\n* fix(s3,build): resolve GetBucketLifecycle XML namespace and goreleaser ldflags formatting\n\n* fix(release): use go-version-file instead of hardcoded go-version",
          "is_bot": false,
          "headline": "fix: resolve s3 GetBucketLifecycleConfiguration and release build iss…",
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          "headline": "Parity 4 (#2384)",
          "author_name": "agbishop",
          "author_login": "agbishop",
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          "headline": "chore: upgrade all UI and Go dependencies and bump Go version (#2383)",
          "author_name": "agbishop",
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          "committed_at": "2026-07-11T21:51:46Z",
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          "oid": "ce30166ad02e869907e33bca7b21ea907ad5362e",
          "body": "* chore(ui-deps): upgrade frontend dependencies, gated green\n\nUpgrade JS/TS UI dependencies to latest (gate: install + lint + build green):\n- AWS SDK clients + credential-providers 3.1070.0 -> 3.1079.0\n- @sveltejs/kit 2.65.2 -> 2.69.1, svelte 5.56.3 -> 5.56.4,\n  svelte-check 4.6.0 -> 4.7.1, vite 8.0\n[…]\n API unchanged; medialive -race + build green.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n* refactor(directoryservice): convert 16 region-nested maps to pkgs/store (Phase …",
          "is_bot": false,
          "headline": "Parity sweep 3 (#2382)",
          "author_name": "agbishop",
          "author_login": "agbishop",
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          "oid": "f807a6543d71b30d27e95c8769197f1b6ad00cc6",
          "body": "…381)\n\n* WIP: checkpoint (auto)\n\n* fix(parity-D): §D leak tests — CWL metric-filter cache, S3 object-lambda cleanup, EFS client-token index (go-y9ne)\n\nAdd bounded-growth tests for three §D resource-leak items:\n\n- CloudWatchLogs: export GetCompiledPatternCacheSize + MaxCompiledPatternCacheForTest;\n  \n[…]\nity.md bug), AuthorizeClientVpnIngress read CIDR from the wrong field, Client\nVPN not-found returned 500 instead of 400, several Describe* wrapper element names.\n\nSageMaker (epic go-1vb): ML Lineage …",
          "is_bot": false,
          "headline": "parity sweep 2 — DynamoDB + cross-service + popular/extended gaps (#2…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-07-04T22:17:07Z",
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          "oid": "868c8ab0bac0bbdaddde0a8e72c15439393a01bd",
          "body": "…ar-service audit (#2380)\n\n* docs(parity): rewrite parity.md as focused DynamoDB deep-dive\n\nConsolidate the three parity docs into a single parity.md. Re-audit the\nDynamoDB family (dynamodb, dynamodbstreams, dax) against AWS-emulation\nparity, performance, resource leaks, and console coverage; record\n[…]\ntation-only.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01P6g2HLj2ythLnH2rPxqEhZ\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(parity): consolidate parity.md — DynamoDB deep dive + full popul…",
          "author_name": "agbishop",
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          "committed_at": "2026-06-29T16:53:24Z",
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          "oid": "b1146508bb6d1306e80741c37de8288326d7525a",
          "body": "* parity-sweep: seed single-PR tracking checklist (154 services)\n\n* parity(ec2): real AWS-accurate EC2 emulation — fix parity.md ec2 findings\n\nRevokeSecurityGroupEgress rule validation (InvalidPermission.NotFound), DescribeInstances allocation perf, and remaining ec2 Parity/Performance/Leak findings\n[…]\nis how a real client forces an immediate instance-class change. Pre-existing\nfailure on the parity-sweep base, unrelated to the rdsdata engine change;\nsurfaced by running CI for the first time.\n\nCo-A…",
          "is_bot": false,
          "headline": "parity: full 154-service AWS-emulation sweep (single PR) (#2342)",
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          "oid": "eaac3b03335840ffb1e435916c72571bc65dbcb8",
          "body": "…o all destination types (#2374)\n\nUpdateDestination previously only handled S3. Now accepts HTTP endpoint,\nRedshift, OpenSearch (AmazonOpenSearchService), and Splunk destinations\nvia a unified UpdateDestinationInput struct. DescribeDeliveryStream now\npopulates AmazonOpenSearchServiceDestinationDescriptions and\nSplunkDestinationDescriptions in responses.\n\nCo-authored-by: garnet <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(firehose): extend UpdateDestination and DescribeDeliveryStream t…",
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          "oid": "189f14e9e60b816acfa7c992b01a6e60df0b2182",
          "body": "…2373)\n\n- Replace single `enabled bool` with `enabledTypes map[string]bool`\n- Enable(resourceTypes) now enables only the requested types; empty list\n  enables all (EC2, ECR, LAMBDA, LAMBDA_CODE) to preserve existing behavior\n- Disable(resourceTypes) now disables only the requested types; empty list\n\n[…]\n/disable\n  semantics and mixed-state overall status\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\nExecuted-By: gopherstack/polecats/amber\n\nCo-authored-by: amber <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "parity(inspector2): fix per-resource-type Enable/Disable/GetStatus (#…",
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          "oid": "cfe912b9a37b5e6290f42f120428282ee017e6e1",
          "body": "…(#2372)\n\n- Add opaque base64-encoded offset pagination to ListNamespaces,\n  ListFolders, ListTemplates, ListThemes, ListVPCConnections,\n  ListBrands, and ListDashboardVersions\n- Add generic paginateSlice[T] helper shared by all appendix list ops\n- Fix CreateNamespace routing (POST /accounts/{id}, n\n[…]\ned URL uniqueness, and dashboard version pagination\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\nExecuted-By: gopherstack/polecats/amber\n\nCo-authored-by: amber <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "parity(quicksight): implement missing ops + opaque pagination tokens …",
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          "author_login": "agbishop",
          "committed_at": "2026-06-25T21:26:06Z",
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        },
        {
          "oid": "4e66f818c2e40d9a0c94d27a3e40a41f0652f6f1",
          "body": "* parity(dlm): fix counter serialization, tag dual-storage, sort order, PolicyDetails update (go-9j6th)\n\n- Add Counter to snapshot so restored backends don't issue colliding policyIDs;\n  backward-compat fallback parses hex suffix of existing policy IDs\n- Remove b.tags dual-storage; use p.Tags as sin\n[…]\ny finding in PR #2367.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: garnet <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "parity(dlm): fix all parity.md findings (#2367)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T20:21:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "728ec8658a0628bfeea4eb00a986ee05a395ee5b",
          "body": "* parity(directoryservice): implement all missing ops + lifecycle/snapshot parity\n\n- Add Requested→Creating→Active lifecycle on CreateDirectory/CreateMicrosoftAD\n- Add Restoring→Active transition on RestoreFromSnapshot\n- Expand BackendSnapshot/Restore to serialize all 22 region-state fields\n  (trust\n[…]\nng PR #2369 (go-bdlnq).\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: amber <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "parity(directoryservice): fix all parity.md findings (#2369)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T20:02:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3cbc71beccbdfdde50cfa68249938f5af0a149aa",
          "body": "…41k71) (#2371)\n\n- Persist and retrieve MetricConfiguration (UpdateMetricConfiguration/GetMetricConfiguration)\n- Persist and retrieve global EventConfigurationByResourceTypes\n- Persist and retrieve per-resource event configurations (UpdateResourceEventConfig/GetResourceEventConfig/ListResourceEventC\n[…]\ne types\n- Table-driven tests in handler_parity2_test.go covering all new ops\n\nFixes go-41k71\n\nCo-authored-by: garnet <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(iotwireless): implement missing AWS IoT Wireless parity ops (go-…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T19:24:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2c803e3633b695c9b02c8acf18f2a1cde9658c84",
          "body": "- Add event tracking (appendEvent, DescribeEvents) with creation/deletion/state-change categories\n- Add schema discovery (RefreshSchemas, DescribeSchemas) with engine-aware defaults\n- Add Fleet Advisor database listing and deletion (DescribeFleetAdvisorDatabases, DeleteFleetAdvisorDatabases)\n- Add r\n[…]\nation tokens\n- Table-driven tests in parity_c_test.go covering all new ops\n\nFixes parity-dms\n\nCo-authored-by: garnet <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(dms): implement missing AWS DMS parity ops (parity-dms) (#2370)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T18:50:12Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "89214727f8cb2093295062050d173b292794697a",
          "body": "… transitive DeleteResourceTree (go-bl2d6) (#2368)\n\n- delete() now removes resource from map instead of setting DELETING status,\n  matching AWS Forecast which removes resources immediately on Delete* calls\n- Add arnIndex map[string]arnEntry for O(1) cross-kind ARN lookup; eliminates\n  O(n) scan in U\n[…]\nte, not 200 with DELETING\n- Add parity_c_test.go with table-driven tests for all three fixes\n\nCo-authored-by: garnet <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "parity(forecast): delete removes resource, ARN index for O(1) lookup,…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T18:21:11Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ce2ebd4cf8e786a2adc61a967442174d0fa3e5c4",
          "body": "* parity: kafka pagination, CREATING state, O(1) name index, growth cap (go-6ke6b)\n\n- Add opaque base64url nextToken pagination to ListClusters, ListClustersV2,\n  ListConfigurations, ListReplicators, ListTopics, ListConfigurationRevisions\n- CreateCluster/CreateServerlessCluster now return CREATING s\n[…]\nds a write. (go-6ke6b)\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: garnet <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "parity(kafka): fix all parity.md findings (#2362)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T18:20:56Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4ba941c3a2cd58a589dc9709f538b7df7da62636",
          "body": "* parity(polly): fix all parity.md findings — opaque tokens, full voice catalogue, real visemes\n\n- Expand built-in voice catalogue from 4 stubs to 80+ real AWS Polly voices\n  across 30+ languages/locales (standard, neural, long-form, generative engines)\n- Fix NextToken pagination to return opaque ba\n[…]\n which selects only the <td> table cell.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\nExecuted-By: gopherstack/polecats/amber\n\n---------\n\nCo-authored-by: amber <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "parity(polly): fix all parity.md findings (#2361)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T17:41:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "81b3565738b19117e9ae3812faea6d025e1bd889",
          "body": "…Filtered (go-5vsns) (#2365)\n\n- Add queuesByArn map for O(1) ARN lookup in resolveQueueLocked (was O(n) scan)\n- Remove dead countJobsForQueueLocked; inline counting in rebuildCountersLocked\n- Fix SweepExpiredTokens: scan under RLock, collect expired keys, delete under Lock\n- Fix AdvanceJobPhase: sna\n[…]\nd queuesByArn index on persistence Restore\n- Add parity_c_test.go covering all new behaviors\n\nCo-authored-by: garnet <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "parity(mediaconvert): O(1) queue ARN index, two-phase locks, ListJobs…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T16:42:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d05c396f00dce7640ccf65ad9e1181f984f9463a",
          "body": "- paginateWithToken: replace ID-cursor with base64-encoded integer offset\n  so deleted items no longer silently rewind the page cursor\n- isValidRoleArn: require exactly 12 decimal digits in account ID segment\n- GetSafetyLever: drop ID comparison — any path segment returns the\n  account's single leve\n[…]\ndd parity_b_test.go: table tests for all four fixes\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\nExecuted-By: gopherstack/polecats/amber\n\nCo-authored-by: amber <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "parity(fis): fix all parity.md findings (#2366)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T15:58:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d8c2122ad23af4ef4a0e39768a84e4ae554df2e8",
          "body": "…364)\n\n- ListGraphs and ListMembers used the raw resource identifier (graph ARN\n  and account ID) as nextToken, making the token scheme non-opaque and\n  tightly coupled to internal sort order. Now encode the page offset as\n  a base64-wrapped integer, matching the AWS opaque-token contract.\n- ListInd\n[…]\nmpty-indicators\n  test to assert non-empty results.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\nExecuted-By: gopherstack/polecats/amber\n\nCo-authored-by: amber <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "parity(detective): opaque pagination tokens + real ListIndicators (#2…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T15:15:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d13564ff3fe8733520f9d5b093329222dce6c13c",
          "body": "…ge validation (go-5xx6r) (#2360)\n\n- AcceptInboundConnection: return 404 for unknown connection IDs (was auto-creating)\n- samlOptionsJSON: fix swapped JSON tags (Idp→IDPEntityID, MasterBackendRole→IDPMetadataContent)\n- CancelServiceSoftwareUpdate: return CANCELLED status instead of COMPLETED no-op\n-\n[…]\nstead of AcceptInboundConnection\n- parity_b_test.go: table-driven tests for all parity fixes\n\nCo-authored-by: garnet <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(opensearch): parity fixes – connections, SAML, cancel ops, packa…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T13:16:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "bcd4ba7b49a179587a885018ee270f622c734614",
          "body": "…ability (#2359)\n\n- Handler.StartWorker: track janitor goroutine with cancel+done channel (was fire-and-forget)\n- Handler.Shutdown: new method joins janitor goroutine; implements service.Shutdowner\n- Compile assertions: var _ service.BackgroundWorker/Shutdowner = (*Handler)(nil)\n- InMemoryBackend: a\n[…]\n WithRegion/WithAccountID, region in error messages\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\nExecuted-By: gopherstack/polecats/amber\n\nCo-authored-by: amber <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "parity(ses): fix goroutine leak/Shutdowner, region/accountID configur…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T12:13:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c1defa28014a0a7a0ae6168da2deee874e55525b",
          "body": "…egionEndpoint, Tenant, metrics (#2357)\n\n- TagResource/UntagResource/ListTagsForResource: real implementations persisting\n  to resourceTags map; handler routes POST/DELETE/GET /v2/email/tags\n- PutAccountSuppressionAttributes, PutAccountVdmAttributes,\n  PutAccountDedicatedIPWarmupAttributes: accept a\n[…]\nrity_b_test.go: table tests for all parity findings\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\nExecuted-By: gopherstack/polecats/amber\n\nCo-authored-by: amber <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "parity(sesv2): fix all parity.md findings — tags, PutAccount*, MultiR…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T11:27:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8a51a509819c48b27ce73c2fac72916e5cba6d69",
          "body": "…ness confidence (go-5ntzq) (#2358)\n\n- ListDatasetLabels: parse JSON-lines manifest; count single-label (class-name)\n  and multi-label (class-map) entries; sort by name; opaque base64url pagination\n- DistributeDatasetEntries: mark datasets UPDATE_IN_PROGRESS with timestamp\n- CreateFaceLivenessSessio\n[…]\nin() builtin for slice bounds\n- parity_b_test.go: table-driven tests for all above behaviors\n\nCo-authored-by: garnet <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(rekognition): parity fixes – async polling, dataset labels, live…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T10:24:26Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "41b1410fe423bf0babe6bec13bc96dba2f07f81d",
          "body": "- Opaque pagination tokens: base64url({\"o\": N}) for ListProtections, ListProtectionGroups, ListAttacks\n- GetAttackVectorDefinitionVersion: pin to real date-stamped version \"20221129.1\"\n- applyProtectionFilters: use make() instead of protections[:0] to avoid backing array mutation\n- ListProtections/L\n[…]\ndex: evict random entry at cap=10000 to prevent unbounded growth\n- Table-driven parity tests\n\nCo-authored-by: garnet <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "parity(shield): fix all parity.md findings (go-s6ypj) (#2356)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T09:48:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a41f868be9b2c66db9dbc92c301b8f2cd43295da",
          "body": "…kend (#2355)\n\n- paginateStrings + paginateBy: NextToken now base64-encoded (opaque to\n  callers; previously exposed raw cursor value making tokens guessable)\n- creationStatuses / deletionStatuses / provisioningStatuses: pruneOldestStatus\n  caps each map at 1000 entries to prevent unbounded growth\n-\n[…]\nestListInstancesSortedByBackend,\n  TestStatusMapCap\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\nExecuted-By: gopherstack/polecats/amber\n\nCo-authored-by: amber <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "parity(ssoadmin): fix pagination opacity, status-map cap, sort-at-bac…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T09:13:38Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "098d6789a044a1c4a6bcca813db57c6ad2257bc0",
          "body": "- Opaque pagination tokens: base64url({\"o\": N}) instead of bare integers\n- DescribeCreateCaseOptions: Japanese chat hours 07:00–21:00 vs 06:00–22:00\n- DescribeSupportedLanguages: account-and-billing → English only\n- DescribeTrustedAdvisorCheckResult: cost_optimizing defaults to \"warning\"\n- DescribeT\n[…]\nldest-expiry)\n- CheckRefreshStatus eviction at cap=1000 (random)\n- Table-driven parity tests\n\nCo-authored-by: garnet <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "parity(support): fix all parity.md findings (go-65jun) (#2354)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T08:33:09Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4867992b469ef8693100a14098d22e55b00bef86",
          "body": "…353)\n\n- HTTP 202 (not 200) for DeleteServiceNetworkServiceAssociation and\n  DeleteServiceNetworkVpcAssociation per AWS spec\n- ListTargets now accepts body filter (targets:[{id,port}]) via POST\n- Region isolation: Create* stores region from ctx; List* filters by region\n- ListServices uses slices.Sor\n[…]\nts: TestListTargets_BodyFilter, TestRegionIsolation\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\nExecuted-By: gopherstack/polecats/amber\n\nCo-authored-by: amber <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "parity(vpclattice): fix all parity.md findings + region isolation (#2…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T07:46:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "27228db9116bf893d382ebe3ef02fea8f700415e",
          "body": "…2352)\n\n- Fix UnknownOperationException: errUnknownAction now maps to correct\n  HTTP error type instead of ValidationException\n- Add unified resourceTags map covering policies, templates, identity\n  sources (TagResource/UntagResource/ListTagsForResource for all types)\n- Include resourceTags in Snaps\n[…]\nlate/identitySource),\n  pagination token format, PolicySet cache invalidation, JWT principal\n\nCo-authored-by: garnet <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "parity(verifiedpermissions): fix all parity.md findings (go-hyo12) (#…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T07:12:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b8802bd1517b84e7e03c2651cde7166d2068e9d5",
          "body": "…n cap (go-l6ujb) (#2351)\n\n- Build ops dispatch table once in NewHandler (not per-request); eliminates\n  ~50 closure allocations on every HTTP request\n- Add ctx to GetRateBasedStatementManagedKeys, GetSampledRequests,\n  GetTopPathStatisticsByTraffic so they can validate WebACL existence\n- GetRateBas\n[…]\n real WebACL\n  before the valid-path assertion (new existence check made the stale ARN fail)\n\nCo-authored-by: garnet <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(wafv2): fix parity gaps — dispatch table, stub validation, regio…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T06:32:36Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6c517daf28cee00a6a75ca1d7cd39342c1c84799",
          "body": "- awserr wrappers: replace raw errors.New sentinels with awserr.New(code, awserr.Err*) so errors.Is matches structured AWS error types\n- lockmetrics: switch from sync.RWMutex value to *lockmetrics.RWMutex pointer, initialized via lockmetrics.New(\"workmail\")\n- TestAvailabilityConfiguration: validate \n[…]\nst region; build org/entity ARNs from stored region\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\nExecuted-By: gopherstack/polecats/amber\n\nCo-authored-by: amber <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "parity(workmail): fix all parity.md findings (#2350)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T05:57:03Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "bb7ee83701402f21e0fc45b1d085d235c9c33a8a",
          "body": "…ap (go-sfasn) (#2349)\n\n- GetChangeTokenStatus now returns PROVISIONED for fresh tokens and\n  INSYNC after any mutation uses the token; unknown tokens return INSYNC\n  per real AWS WAF Classic behavior (previously always returned INSYNC)\n- dispatch transitions ChangeToken to INSYNC after every succes\n[…]\n, and\n  full multi-page pagination walks across WebACLs, Rules, IPSets, and\n  RateBasedRules\n\nCo-authored-by: garnet <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(waf): fix change token state machine, add pagination, cap token m…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-25T05:05:54Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a23f85bd48cbd49d33a036ba78ff218429dba7c2",
          "body": "…ring (#2348)\n\n* parity(workspaces): fix all parity.md findings (go-8189a)\n\n- Add region field to storedWorkspace; store via regionFor(ctx) on CreateWorkspace\n- Filter workspaces by region in DescribeWorkspaces\n- Validate DirectoryID is registered in CreateWorkspace\n- Add ctx param to CreateWorkspac\n[…]\n<noreply@anthropic.com>\n\n* fix(workspaces): resolve linting and compilation issues\n\n---------\n\nCo-authored-by: amber <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "parity(workspaces): fix all parity.md findings + teststack backend wi…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-24T13:54:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f87ad289e23fe6e7b0540c8883f87de9fceb3cb2",
          "body": "…347)\n\n* parity(xray): fix all parity.md findings\n\n- NewInMemoryBackend(accountID, region) — ARNs now use the injected\n  region/account instead of hardcoded config.DefaultRegion constants\n- groupsByARN index — GetGroupByARN/UpdateGroupByARN/DeleteGroupByARN\n  go from O(n) linear scan to O(1) map loo\n[…]\nonnet 4.6 <noreply@anthropic.com>\n\n* fix(xray): pass account and region to backend\n\n---------\n\nCo-authored-by: amber <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "parity(xray): fix all parity.md findings + account/region backend (#2…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-24T08:25:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e240f416202297c1acf727620b4a9a974e305fb2",
          "body": null,
          "is_bot": false,
          "headline": "chore: clean up trash files (#2343)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-23T00:39:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dd1e722e714f7b1ad51a610531441d3dba3872cc",
          "body": "…lation audit) (#2339)\n\n* parity: full 154-service deep-scan rewrite of parity.md\n\nRewrites parity.md as a complete per-service audit covering AWS-emulation\nparity, performance, resource leaks, and UI/console coverage for every\nservice in services/. Includes a dedicated DynamoDB/DynamoDB Streams/DAX\n[…]\nl/teststack.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_018oP7aXeXn2Eb1SL874KkPo\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "parity: full 154-service deep-scan rewrite of parity.md (100% AWS-emu…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-22T05:01:19Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5b916039437ef833930401abb96d2b42fb024e2b",
          "body": "Bumps [github.com/aws/aws-sdk-go-v2/service/s3](https://github.com/aws/aws-sdk-go-v2) from 1.58.3 to 1.97.3.\n- [Release notes](https://github.com/aws/aws-sdk-go-v2/releases)\n- [Commits](https://github.com/aws/aws-sdk-go-v2/compare/service/s3/v1.58.3...service/s3/v1.97.3)\n\n---\nupdated-dependencies:\n-\n[…]\nndency-version: 1.97.3\n  dependency-type: direct:production\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": "build(deps): bump github.com/aws/aws-sdk-go-v2/service/s3 (#2341)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-22T02:16:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "519084790e447d2ac888bb71e22670a26f17682c",
          "body": "…340)",
          "is_bot": false,
          "headline": "feat: Implement cognito-api-auth example and fix APIGW authorizer (#2…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-22T01:26:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0044f9926af13249021699917d44101299f816f1",
          "body": "…review) (#2334)\n\n* feat(eventbridge): deepen AWS emulation parity — anything-but nested matchers & case-insensitive prefix/suffix\n\n* feat(secretsmanager): deepen AWS emulation parity — X-Amzn-Errortype header + DeleteSecret force/recovery conflict\n\n- handleError now sets the X-Amzn-Errortype respon\n[…]\nently created version by default (was stuck at initial version)\n- ListApplicationDependencies now supports nextToken/maxItems pagination and\n  returns results in deterministic alphabetical order by a…",
          "is_bot": false,
          "headline": "parity: per-service AWS emulation deepening (DO NOT auto-merge — for …",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-21T07:47:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7f57230c6d52b783736c9af36ba939b14594726c",
          "body": "…oup (#2337)\n\nBumps the all-actions-dependencies group with 1 update: [actions/checkout](https://github.com/actions/checkout).\n\n\nUpdates `actions/checkout` from 6 to 7\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELO\n[…]\ne:semver-major\n  dependency-group: all-actions-dependencies\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": "build(deps): bump actions/checkout in the all-actions-dependencies gr…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-21T04:26:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cd082463fa4347d131d219e63d670ad5232c610d",
          "body": "… (#2338)\n\nVerified e2e against gopherstack: chain-1 -> stream -> lambda -> chain-2 -> stream -> lambda -> chain-3 (hops 1/2/3).\n\nCo-authored-by: mayor <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "examples: DynamoDB streams -> Go zip Lambda -> DynamoDB 3-event chain…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-21T04:00:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b483080f258ddb7a0d3a2e2784107d4542b6a294",
          "body": null,
          "is_bot": false,
          "headline": "chore: cleanup actions storage artifacts and releases (#2336)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-20T16:38:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "db17ca1f072534e178397a24a93c9794d2e5c11f",
          "body": "* chore(parity): open mega remediation branch (audit §A-G)\n\n* feat(parity §A): real state for awsconfig, apigatewayv2 (eliminate stubs)\n\nawsconfig: GetComplianceSummaryByConfigRule now aggregates recorded rule\nevaluations (PutEvaluation(s)/PutExternalEvaluation) into compliant/\nnon-compliant counts \n[…]\nd us-east-1 (sns, ec2)\n\n* fix(parity §E): bound unbounded growth in sagemakerruntime\n\n---------\n\nCo-authored-by: mayor <blackbird7181@gmail.com>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "parity: 154-service audit remediation (mega) (#2333)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-20T00:29:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3df013716683fe964a7defc3c29a7a0e717c5805",
          "body": "* feat(quicksight): real stateful Appendix-A ops (eliminate stubs) — parity audit\n\n* feat(rekognition): real stateful collections/faces (eliminate stubs) — parity audit\n\n* feat(inspector2): real stateful CIS scans + member/org ops (eliminate stubs) — parity audit\n\n---------\n\nCo-authored-by: mayor <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "parity: high-severity stub elimination (audit remediation) (#2331)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-19T23:20:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e21d9bb51816dd746563578de7beeba6b993a098",
          "body": "* WIP: checkpoint (auto)\n\n* fix(workmail): nlreturn — blank lines before break in integration tests (go-h4zfr)\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n* feat(omics): implement read-set/reference binary upload and streaming\n\n- UploadReadSetPart: reads request body bytes, stores th\n[…]\nxclusion list.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Witness Patrol <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Refinery: batch merge (KMS, omics, workmail fixes) (#2332)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-19T22:40:39Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1fc3d08570c9ee52db2f3829f68690143e21be4e",
          "body": "…#2330)\n\nStubs (quicksight/rekognition/inspector2/kms/omics + 6 to verify), logger\ndiscipline (~70 services on slog.Default), hardcoded region (~20 services),\ntf-fixture coverage notes, leak candidates, qldb/qldbsession removal.\n\nCo-authored-by: mayor <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "docs(parity): 2026-06-19 full 154-service audit — concrete findings (…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-19T19:40:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0cdb7aa0c98f58e49a854708c50e18bee421f13",
          "body": "* parity §A: security services gap fixes (go-2g4g)\n\n- detective: default handler case returns 400 InvalidInputException instead of 501\n- accessanalyzer: CreateArchiveRule auto-archives existing active findings (AWS behavior)\n- accessanalyzer: add export_test.go with SeedFinding/FindingCount/HandlerO\n[…]\nCenterTokenExpiryMinutes const (redshift) — completes go-i7hg8, unblocks PR #2329\n\n---------\n\nCo-authored-by: quartz <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "parity roadmap (post-#2325): P0/P1 + 2026-06-19 audit findings (#2329)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-19T18:03:02Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "cb762ac0ae4830f14389998e5123dcb9afb87f92",
          "body": "* Wire awsmeta ctxbag + request-scoped logger across all services\n\nActivate the dormant pkgs/awsmeta ctxbag and pkgs/logger scoping that the\nplatform required but never wired into the request path:\n\n- cli.go awsMetaMiddleware (e.Pre): populates per-request AWS metadata\n  (region/account/partition/re\n[…]\n read-only).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_0167M4y3sggwj1EYLnpusE3n\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Wire awsmeta ctxbag + request-scoped logger across all services (#2325)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-19T05:10:42Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "dc8afce447919c44137d6a69070ef67c4df73e53",
          "body": "* WIP: checkpoint (auto)\n\n* fix(ssm): eliminate StubOutput — named output types + lint cleanup (go-6rfe)\n\nReplace generic StubOutput with 23 named output types across backend_stubs.go,\nbackend_ops.go, backend_batch2.go, and interfaces.go. Add table-driven tests\nfor the 6 stub operations. Fix golines\n[…]\nci-lint clean.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Witness Patrol <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "parity §A: eliminate final SSM StubOutput ops (zero stubs) (#2327)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-19T02:46:49Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f82365031f6284c4e931a961351fb4bf654c587c",
          "body": "* feat(ssm): implement real stateful MW execution + assoc execution targets (go-rds0)\n\nReplace three empty-list no-ops with state-derived implementations:\n\n- DescribeAssociationExecutionTargets: return targets derived from the\n  association's InstanceID and Targets list instead of an empty list\n- De\n[…]\n and func call lines\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: obsidian <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "parity §A: SSM + IoT stub elimination (real stateful impls) (#2326)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-19T01:46:56Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4686b43ef3485a6ea11b372c4d60cc4f35d8f2e7",
          "body": "* WIP: checkpoint (auto)\n\n* WIP: checkpoint (auto)\n\n* chore(deps): drop stray package.json temp artifact\n\n* WIP: checkpoint (auto)\n\n* fix(ui): pin @bufbuild/protobuf + @connectrpc to v1, disable require-unicode-regexp\n\n- Pin @bufbuild/protobuf 2.12.0→1.10.0 (major API break in DescService type)\n- Pi\n[…]\nross the redshiftdata package.\n(go-6ike)\n\n* fix(redshiftdata): extract statementMatchesFilter to reduce ListStatements gocognit <20\n\n---------\n\nCo-authored-by: Witness Patrol <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "chore: upgrade all dependencies (Go modules + UI/pnpm) (#2323)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-18T23:03:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c9109d6a650f34fda90d36ff89df9dd3e47e0fd5",
          "body": "* WIP: checkpoint (auto)\n\n* feat: go-dd53 parity §A CloudFront — real impls, lint clean\n\n- GetManagedCertificateDetails: real backend impl + XML handler\n- ListDomainConflicts: real backend impl (aliases + tenants) + XML handler\n- TestConnectionFunction: 404 on unknown function\n- ConnectionFunction C\n[…]\nfor batch2 ops\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Witness Patrol <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "parity §A: CloudFront real implementation (go-dd53) (#2321)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-18T22:07:42Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "43d3ae156e2220c4777e53163b7ad150d3c5c7e4",
          "body": "…#2324)\n\n* WIP: checkpoint (auto)\n\n* fix(parity-D): §D leak tests — CWL metric-filter cache, S3 object-lambda cleanup, EFS client-token index (go-y9ne)\n\nAdd bounded-growth tests for three §D resource-leak items:\n\n- CloudWatchLogs: export GetCompiledPatternCacheSize + MaxCompiledPatternCacheForTest;\n\n[…]\nnizations test\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Witness Patrol <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "parity §C/§D: resource-leak fixes + hot-path indexing (12 services) (…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-18T21:07:26Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "03f787b63b97a206d7720f0e553184ca7a229d22",
          "body": "… template versions (go-dtth) (#2320)\n\n- DeleteCampaign/DeleteSegment now delete their entry from campaignVersions/segmentVersions\n- DeleteEmail/InApp/Push/SmsTemplate now delete from templateVersionHistory\n- Add maxTemplateVersions=100 cap: each Update*Template trims oldest versions beyond cap\n- Add TotalPerAppEntries helpers and four new table-driven leak/cap tests\n\nCo-authored-by: Witness Patrol <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(pinpoint): release version history on individual Delete ops + cap…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-18T16:43:45Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3da90bffd2e7b02ebdc5bc5d00678540d961756b",
          "body": "…obileSdkReleaseUrl (go-4003) (#2319)\n\nDescribeManagedRuleGroup: return WAFNonexistentItemException when vendor/name\nnot in catalog instead of a hardcoded 100-WCU stub response.\n\nGenerateMobileSdkReleaseUrl: validate Platform+ReleaseVersion against catalog;\nreturn WAFNonexistentItemException for unk\n[…]\noupNotFound sentinel to backend error var block.\n\nTests: table-driven coverage for both ops — catalog hit, not-found, missing\nrequired fields.\n\nCo-authored-by: Witness Patrol <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "fix(wafv2): eliminate §A stubs — DescribeManagedRuleGroup + GenerateM…",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-18T15:45:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "45524338dcfc766c2ae236d5414ae78fd9ba683d",
          "body": "* WIP: checkpoint (auto)\n\n* WIP: checkpoint (auto)\n\n* WIP: checkpoint (auto)\n\n* WIP: checkpoint (auto)\n\n* WIP: checkpoint (auto)\n\n* WIP: checkpoint (auto)\n\n* WIP: checkpoint (auto)\n\n* WIP: checkpoint (auto)\n\n* fix(lint): resolve whitespace and lint issues in guardduty and tests (go-4qi5)\n\n- guarddut\n[…]\nrockagent lint: extract IdleSessionTTL 600\nto const, drop unused isWrite.\n\n---------\n\nCo-authored-by: Witness Patrol <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "parity: mega audit fixes — §A–R impl + test parity (6 slices) (#2227)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-18T14:48:38Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9c93e1d4ef2faa37e702b705e9f1e6b6542c2a0b",
          "body": "* WIP: checkpoint (auto)\n\n* feat(ec2): batch-4 accuracy audit — VPC endpoints, NACLs, ClientVPN, routes (hq-p3fw)\n\n- VpcEndpoint: add RouteTableIDs field; CreateVpcEndpointWithRouteTableIDs wires\n  SubnetId.N / RouteTableId.N into response subnetIdSet / routeTableIdSet\n- NetworkACL: associationSet r\n[…]\nBatch4XMLValue\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Witness Patrol <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "parity: go-cgkz (#2315)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-18T05:46:52Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0c8fe3351459b8421faaaf9f867eea2343b28180",
          "body": "Bumps [vite](https://github.com/vitejs/vite/tree/HEAD/packages/vite) from 8.0.14 to 8.0.16.\n- [Release notes](https://github.com/vitejs/vite/releases)\n- [Changelog](https://github.com/vitejs/vite/blob/main/packages/vite/CHANGELOG.md)\n- [Commits](https://github.com/vitejs/vite/commits/v8.0.16/package\n[…]\ndency-version: 8.0.16\n  dependency-type: direct:development\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": "build(deps-dev): bump vite from 8.0.14 to 8.0.16 in /ui (#2314)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-17T03:20:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "05d5f90275913642b1be4b5cdbcf204a3690e0dc",
          "body": "* feat(test/terraform): add fixtures and parity tests for 22 services; fix CI failures (go-aq47)\n\nAdd terraform fixtures and services_parity_test.go tests for:\napprunner, comprehend, databrew, datasync, directoryservice, dlm,\ndetective, forecast, macie2, medialive, mediapackage, mediastoredata,\nmedi\n[…]\ngo-cubo)\n\n* test(comprehend): skip TestTerraform_Comprehend — CI timeout (go-42az)\n\n---------\n\nCo-authored-by: amber <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: go-aq47 implementation (#2310)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-17T02:30:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c5e05475b2ad832f2f2670b77227e82c5ce2e2c6",
          "body": "* feat(cloudformation): add phase-5 CFN resource types (go-oe5o)\n\nWire 16 new AWS CFN resource types into the CloudFormation resource\ndispatch chain:\n\n- AWS::ApplicationAutoScaling::ScalableTarget / ScalingPolicy\n- AWS::SecretsManager::RotationSchedule / SecretTargetAttachment\n- AWS::SSM::Maintenanc\n[…]\no AppSync subtest\n- modernize: use maps.Clone in test instead of manual copy loop\n\n---------\n\nCo-authored-by: garnet <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: go-oe5o (#2313)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-16T15:39:04Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d5c8f4f1b392ffcf0f8820a2c187a9d711eab954",
          "body": "Co-authored-by: jasper <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "feat(ui): cloudtrail trail detail (#2304)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-16T15:18:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d89b02c785a38ba69da44c75371a548459c1f378",
          "body": "* perf(§C): eliminate O(n) hot-path scans across 8 services (go-2mj0)\n\nBatch: CE/JQ/CR ARN indexes (cesByARN, jqsByARN, crsByARN) for O(1)\nlookups in lookupCEByNameOrARN, lookupJQByNameOrARN,\nlookupConsumableResourceByNameOrARN and findTagsInCoreResources;\nceToQueues reverse index replaces O(n×m) sc\n[…]\n lock-order invariant.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: jasper <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: go-2mj0 implementation (#2307)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-16T14:52:57Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d9e4776c035746a82bcf55188e72f6f71605a571",
          "body": "* WIP: checkpoint (auto)\n\n* WIP: checkpoint (auto)\n\n* WIP: checkpoint (auto)\n\n* WIP: checkpoint (auto)\n\n* WIP: checkpoint (auto)\n\n* WIP: checkpoint (auto)\n\n* fix(parity §B): lint + ConsistentRead GSI + kinesis PK-cap (go-trq4)\n\n- dynamodb: forward ConsistentRead in ToSDKQueryInput so GSI queries\n  w\n[…]\n>\n\n* fix(securityhub): fix goimports formatting in coverage_boost_test.go\n\n---------\n\nCo-authored-by: Witness Patrol <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(securityhub): goimports formatting (#2306)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-16T14:14:38Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0f1fe9a92ca2d6bc508f0933427acdd2f51e266a",
          "body": "* WIP: checkpoint (auto)\n\n* parity §A: implement stub ops with real state (Glue) (go-r3is)\n\nReplace Glue no-op stubs with stateful in-memory backends:\n\n- ImportCatalogToGlue / GetCatalogImportStatus: track per-catalog import\n  state (ImportCompleted, ImportTime, ImportedBy) in new catalogImports map\n[…]\nceName constant, removed duplicate type/method declarations).\n\nTable-driven tests prove state mutation + retrieval for all new ops.\n\n---------\n\nCo-authored-by: Witness Patrol <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "feat: go-r3is implementation (#2309)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-16T13:22:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
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          "body": "* ui: §F pass 6 — Data/Storage/Networking group (FSx, Glue, Athena, OpenSearch, Neptune, DocDB, CloudFront, ELBv2, Kinesis, Route53)\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n* fix: auto-save uncommitted implementation work (go-j325, gt-pvx safety net)\n\n* WIP: checkpoint (auto)\n\n---------\n\nCo-authored-by: mayor <refinery@gopherstack>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>\nCo-authored-by: garnet <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "ui: §F pass 6 — Data/Storage/Networking group UI (#2301)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-16T12:33:08Z",
          "body_truncated": false,
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          "body": "…2303)\n\n* fix(omics,router): fix /tags/ routing to prevent FIS request theft (go-9b08)\n\nTwo bugs caused TestIntegration_FIS_TagResource_NotFound to intermittently\nreturn HTTP 200 instead of 404 under parallel test execution:\n\n1. Omics isOmicsPath had \"/tags/\" (trailing slash) in its prefix list,\n   \n[…]\ne 120-character limit.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: garnet <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(omics,router): fix /tags/ routing to prevent FIS request theft (#…",
          "author_name": "agbishop",
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          "body_truncated": true,
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          "body": "…r3is) (#2258)\n\n* WIP: checkpoint (auto)\n\n* parity §A: implement stub ops with real state (Glue) (go-r3is)\n\nReplace Glue no-op stubs with stateful in-memory backends:\n\n- ImportCatalogToGlue / GetCatalogImportStatus: track per-catalog import\n  state (ImportCompleted, ImportTime, ImportedBy) in new ca\n[…]\nceName constant, removed duplicate type/method declarations).\n\nTable-driven tests prove state mutation + retrieval for all new ops.\n\n---------\n\nCo-authored-by: Witness Patrol <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "parity §A: real-state stub impls (Glue/Athena/CloudTrail/Lambda) (go-…",
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          "body_truncated": true,
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          "body": "* feat(cbor): implement CBOR wire protocol for DynamoDB/Kinesis/Timestream (go-mmh9)\n\nAdd application/x-amz-cbor-1.1 protocol support so aws-sdk-go-v2 clients\nwith CBOR enabled can communicate with gopherstack.\n\npkgs/service/cbor.go:\n- CBORToJSON: decode CBOR request bodies to JSON (cbor.Slice → bas\n[…]\nved w/ global)\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Witness Patrol <blackbird7181@gmail.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(cbor): resolve all lint issues in CBOR implementation (#2300)",
          "author_name": "agbishop",
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          "committed_at": "2026-06-16T06:06:48Z",
          "body_truncated": true,
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          "body": "Co-authored-by: jasper <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "feat(ui): efs file system detail (#2298)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-16T03:14:48Z",
          "body_truncated": false,
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        {
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          "body": "Co-authored-by: jasper <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "feat(ui): cloudtrail trail detail (#2299)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-16T02:42:47Z",
          "body_truncated": false,
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          "body": "Co-authored-by: jasper <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "feat(ui): msk kafka cluster detail (#2297)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-16T02:01:50Z",
          "body_truncated": false,
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          "body": "Co-authored-by: Witness Patrol <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "feat(ui): mq broker detail (#2296)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-16T00:59:39Z",
          "body_truncated": false,
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        {
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          "body": "Co-authored-by: jasper <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "feat(ui): transfer server + user detail (#2295)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-15T23:59:23Z",
          "body_truncated": false,
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          "body": "Co-authored-by: Witness Patrol <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "feat(ui): codedeploy deployment detail (#2294)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-15T22:59:04Z",
          "body_truncated": false,
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          "body": "Co-authored-by: jasper <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "feat(ui): eks cluster + nodegroup detail (#2293)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-15T21:59:52Z",
          "body_truncated": false,
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          "body": "Co-authored-by: Witness Patrol <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "feat(ui): bedrock model detail (#2292)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-15T21:01:06Z",
          "body_truncated": false,
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          "body": "Co-authored-by: jasper <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "feat(ui): glue catalog + job detail (#2291)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-15T19:00:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "980a4041dc140c9bc08625767ba14db737fa0542",
          "body": "* feat(ui): kinesis stream detail\n\n* fix(dashboard): restore static/spa/.keep for go:embed\n\n---------\n\nCo-authored-by: jasper <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "feat(ui): kinesis stream detail (§F) (#2284)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-15T17:59:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
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          "body": "Co-authored-by: jasper <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "feat(ui): route53 hosted zone detail (#2289)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-15T17:13:17Z",
          "body_truncated": false,
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          "body": "Co-authored-by: jasper <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "feat(ui): firehose delivery stream detail (#2290)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-15T16:02:14Z",
          "body_truncated": false,
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        },
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          "body": "Co-authored-by: jasper <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "feat(ui): emr cluster detail (#2287)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-15T15:07:04Z",
          "body_truncated": false,
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        },
        {
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          "body": "Co-authored-by: Witness Patrol <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "feat(ui): sagemaker endpoint + training detail (#2288)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-15T14:10:35Z",
          "body_truncated": false,
          "is_coding_agent": false
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        {
          "oid": "92400b47866abca993c58e5cd27ff53c137170f1",
          "body": "Co-authored-by: Witness Patrol <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "feat(ui): batch job queue detail (#2286)",
          "author_name": "agbishop",
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          "committed_at": "2026-06-15T13:07:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
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          "body": "* feat(ui): redshift cluster detail\n\n* fix(dashboard): restore static/spa/.keep for go:embed\n\n---------\n\nCo-authored-by: jasper <blackbird7181@gmail.com>",
          "is_bot": false,
          "headline": "feat(ui): redshift cluster detail (§F) (#2283)",
          "author_name": "agbishop",
          "author_login": "agbishop",
          "committed_at": "2026-06-15T12:08:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
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          "type": "User",
          "login": "agbishop",
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            "notes": [],
            "value": 36,
            "inputs": {
              "followers": 1,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "BlackbirdWorks",
              "public_repos": 2,
              "account_age_days": 157
            },
            "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": "1 followers of BlackbirdWorks",
                "points": 2.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1,
                      "login": "BlackbirdWorks"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "2 public repos, account ~0 yr old",
                "points": 4.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 2
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/blackbirdworks/gopherstack"
              ],
              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 6
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "go"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 6 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 6
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "24 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 24
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 80,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "5 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".golangci.yml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
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                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 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": [
                "aws",
                "localstack",
                "terraform"
              ],
              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "3 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "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": 73,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 71,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 7.1
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection 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": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "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 0/29 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool detected but not run on all commits",
                "points": 4.5,
                "status": "partial",
                "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": "1 out of the last 2 releases have a total of 1 signed artifacts.",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "3 existing vulnerabilities detected",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "good",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 880 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"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 880
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 83,
            "inputs": {
              "source": "osv",
              "advisories": 3,
              "affected_packages": 2,
              "assessed_packages": 880,
              "unassessed_packages": 0,
              "affected_by_severity": "unknown 2",
              "direct_affected_packages": 2
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "2 affected: github.com/aws/aws-sdk-go v1.55.8 (unknown), golang.org/x/crypto v0.54.0 (unknown)",
                "points": 24.7,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 2,
                      "packages": "github.com/aws/aws-sdk-go v1.55.8 (unknown), golang.org/x/crypto v0.54.0 (unknown)"
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                  }
                ],
                "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": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 1626 days ago",
                "points": 37.2,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 1626
                    }
                  }
                ],
                "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": 880,
              "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": 1
            },
            "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": 96,
        "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": 1,
              "agent_instruction_files": [
                ".cursor/rules/caveman.mdc",
                ".github/copilot-instructions.md",
                "AGENTS.md",
                "GEMINI.md"
              ],
              "agent_instruction_max_bytes": 16591
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".cursor/rules/caveman.mdc, .github/copilot-instructions.md, AGENTS.md, GEMINI.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".cursor/rules/caveman.mdc, .github/copilot-instructions.md, AGENTS.md, GEMINI.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": "96 of 96 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 96,
                      "sampled": 96
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                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json"
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              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
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              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
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              "agent_commit_share": 0.58,
              "toolchain_manifests": [
                "examples/ddb-lambda-chain/lambda/go.mod",
                "examples/s3-lambda-processor/lambda/go.mod",
                "go.mod"
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              "dependency_bot_commit_share": 0.04
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
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                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "ui/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "ui/tsconfig.json"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "58 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 58,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "4 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 4,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 256727,
              "source_files_sampled": 9589,
              "oversized_source_files": 10
            },
            "components": [
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    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
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}

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.

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