Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-23 05:01 UTC

redpanda-data / connect

Fancy stream processing made operationally mundane

GoCustom license★ 8,711 stars⑂ 951 forkssince Mar 2016View on GitHub ↗

redpanda-data/connect holds a health index of 80 out of 100, placing it in the Good band. It scores highest on Vitality (95/100) and lowest on Security (61/100). It was last updated today. A single contributor accounts for most of its recent work.

80
overall / 100
Good

Software health index

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

80
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

redpanda-dataOrganization
594 followers132 public repossince Apr 2019

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/redpanda-data/connect/v4v4.101.0-2185 days ago

Metrics by category

Vitality

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

95Excellent · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
35.3/36Commit cadence — 51/52 weeks with commits
18/18Commit volume — 973 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year973
human_commit_share0.84
days_since_last_push0
active_weeks_last_year51
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 5 days ago
27/27Release cadence — a release every ~4.8 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv4.101.0
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases4.8

Community & Adoption

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

81Good · 18% of overall
How it's scored
60/60Stars — 8,711 stars
24.8/25Forks — 951 forks
11.4/15Watchers — 112 watchers
Inputs used
forks951
stars8,711
watchers112
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
16.9/22.5License — license file present, not a recognized license
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseno
has_contributingyes
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?

73Good · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
8.2/22.5Commit distribution — top contributor authored 64% of commits
13.5/13.5Contributor breadth — 98 contributors
10/10OpenSSF Scorecard: Contributors — project has 33 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled98
top_contributor_share0.637
How it's scored
41.6/46.8Issue resolution — 89% of issues closed
29/38.3PR acceptance — 2,011/2,656 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs2,011
open_issues177
closed_issues1,432
issue_closed_ratio0.89
closed_unmerged_prs645
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
19.9/25Owner reach — 594 followers of redpanda-data
25/25Track record — 132 public repos, account ~7 yr old
Inputs used
followers594
owner_typeOrganization
is_verified
owner_loginredpanda-data
public_repos132
account_age_days2,662
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 5 days ago
20/20Version history — 218 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/redpanda-data/connect/v4
ecosystemsgo
any_deprecatedno
min_days_since_publish5

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 20% of overall
How it's scored
24/24CI workflows — 10 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 27 out of 27 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://docs.redpanda.com/connect/home/
10/10Repository description
10/10Topics — 17 topics
0/10Wiki
Inputs used
topicsmessage-queue, stream-processing, streaming-data, message-bus, logs, stream-processor, cqrs, event-sourcing, go, golang, kafka, amqp, rabbitmq, nats, etl, data-engineering, data-ops
has_wikino
homepagehttps://docs.redpanda.com/connect/home/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

61Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 27 out of 27 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
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 33 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
5/5Fuzzing — project is fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 131 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate6.3
How it's scored
6.6/35Direct dependencies free of known advisories — 5 affected: google.golang.org/grpc v1.80.0 (critical 9.1), github.com/docker/docker v28.5.2+incompatible (high 8.8), golang.org/x/crypto v0.53.0 (unknown), +2 more
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
32.8/40No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 117 days ago
Inputs used
sourceosv
advisories194
affected_packages26
assessed_packages630
unassessed_packages3
affected_by_severitycritical 3, high 6, moderate 1, unknown 16
direct_affected_packages5
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 630 resolved dependencies against OSV. 3 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

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

90Excellent · 0% of overall
How it's scored
45/45Agent instructions — CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 76 of 84 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.905
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes5,978
How it's scored
18/18One-command bootstrap — Makefile, Taskfile.yml, internal/impl/aws/dynamodb/bench/Taskfile.yaml, internal/impl/aws/s3/bench/read/kafka-connect/Taskfile.yaml, internal/impl/aws/s3/bench/read/redpanda-connect/Taskfile.yaml, internal/impl/aws/s3/bench/write/kafka-connect/Taskfile.yaml, internal/impl/aws/s3/bench/write/redpanda-connect/Taskfile.yaml, internal/impl/iceberg/bench/Taskfile.yaml, internal/impl/iceberg/bench/kafka-connector/Taskfile.yaml, internal/impl/iceberg/e2e/glue/Taskfile.yml, internal/impl/iceberg/e2e/polaris-aws/Taskfile.yml, internal/impl/iceberg/e2e/polaris-azure/Taskfile.yml, internal/impl/mssqlserver/bench/Taskfile.yaml, internal/impl/mysql/bench/Taskfile.yaml, internal/impl/mysql/bench/mysql-read/debezium/Taskfile.yaml, internal/impl/mysql/bench/mysql-read/rpcn/Taskfile.yaml, internal/impl/mysql/bench/mysql-write/jdbc-sink/Taskfile.yaml, internal/impl/mysql/bench/mysql-write/rpcn/Taskfile.yaml, internal/impl/oracledb/bench/Taskfile.yaml, internal/impl/postgresql/bench/Taskfile.yaml, internal/impl/postgresql/bench/kafka-connector/Taskfile.yaml, internal/impl/redpanda/migrator/bench/Taskfile.yml, internal/impl/salesforce/bench/Taskfile.yaml, public/plugin/python/Taskfile.yaml, resources/docker/profiling/Taskfile.yml, resources/docker/redpanda/Taskfile.yml, tools/spanner/Taskfile.yml
22/22Automated tests
11/11Lint / format config — .golangci.yml
11/11Static type checking — public/plugin/python/src/redpanda_connect/py.typed
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 7 of the last 100 commits agent-authored or agent-credited
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, uv.lock
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile, Taskfile.yml, internal/impl/aws/dynamodb/bench/Taskfile.yaml, internal/impl/aws/s3/bench/read/kafka-connect/Taskfile.yaml, internal/impl/aws/s3/bench/read/redpanda-connect/Taskfile.yaml, internal/impl/aws/s3/bench/write/kafka-connect/Taskfile.yaml, internal/impl/aws/s3/bench/write/redpanda-connect/Taskfile.yaml, internal/impl/iceberg/bench/Taskfile.yaml, internal/impl/iceberg/bench/kafka-connector/Taskfile.yaml, internal/impl/iceberg/e2e/glue/Taskfile.yml, internal/impl/iceberg/e2e/polaris-aws/Taskfile.yml, internal/impl/iceberg/e2e/polaris-azure/Taskfile.yml, internal/impl/mssqlserver/bench/Taskfile.yaml, internal/impl/mysql/bench/Taskfile.yaml, internal/impl/mysql/bench/mysql-read/debezium/Taskfile.yaml, internal/impl/mysql/bench/mysql-read/rpcn/Taskfile.yaml, internal/impl/mysql/bench/mysql-write/jdbc-sink/Taskfile.yaml, internal/impl/mysql/bench/mysql-write/rpcn/Taskfile.yaml, internal/impl/oracledb/bench/Taskfile.yaml, internal/impl/postgresql/bench/Taskfile.yaml, internal/impl/postgresql/bench/kafka-connector/Taskfile.yaml, internal/impl/redpanda/migrator/bench/Taskfile.yml, internal/impl/salesforce/bench/Taskfile.yaml, public/plugin/python/Taskfile.yaml, resources/docker/profiling/Taskfile.yml, resources/docker/redpanda/Taskfile.yml, tools/spanner/Taskfile.yml
has_devcontainerno
has_linter_configyes
typecheck_configspublic/plugin/python/src/redpanda_connect/py.typed
agent_commit_share0.07
toolchain_manifestsgo.mod, internal/impl/redpanda/testdata/uppercase/go.mod, internal/rpcplugin/testdata/catshout/go.mod, public/bundle/enterprise/go.mod, public/bundle/free/go.mod
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — Go (statically typed)
54.9/55Manageable file sizes — 3/1,128 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes109,723
source_files_sampled1,128
oversized_source_files3
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — config/test/protobuf/schema/.envelope_.proto, config/test/protobuf/schema/.house_.proto, config/test/protobuf/schema/.person_.proto, config/test/protobuf/schema/envelope.proto, config/test/protobuf/schema/house.proto, config/test/protobuf/schema/person.proto, config/test/protobuf/schema/serde_test.proto, internal/impl/salesforce/salesforcegrpc/proto/pubsub_api.proto, proto/redpanda/api/connect/v1alpha1/status.proto, proto/redpanda/runtime/v1alpha1/agent.proto, proto/redpanda/runtime/v1alpha1/input.proto, proto/redpanda/runtime/v1alpha1/message.proto, proto/redpanda/runtime/v1alpha1/output.proto, proto/redpanda/runtime/v1alpha1/processor.proto
20/20MCP server
40/40Runnable examples — examples, recipes
Inputs used
example_dirsexamples, recipes
has_mcp_signalyes
api_schema_filesconfig/test/protobuf/schema/.envelope_.proto, config/test/protobuf/schema/.house_.proto, config/test/protobuf/schema/.person_.proto, config/test/protobuf/schema/envelope.proto, config/test/protobuf/schema/house.proto, config/test/protobuf/schema/person.proto, config/test/protobuf/schema/serde_test.proto, internal/impl/salesforce/salesforcegrpc/proto/pubsub_api.proto, proto/redpanda/api/connect/v1alpha1/status.proto, proto/redpanda/runtime/v1alpha1/agent.proto, proto/redpanda/runtime/v1alpha1/input.proto, proto/redpanda/runtime/v1alpha1/message.proto, proto/redpanda/runtime/v1alpha1/output.proto, proto/redpanda/runtime/v1alpha1/processor.proto

Key facts

8,711GitHub stars
98contributors
973commits, last 12 months
0days since last push
100releases
1bus factor
177open issues
Gopackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Advisory severity resolved for 120 of 190 advisories (lookup cap); the remainder are reported as unknown severity

More detail

Star and fork history 0 ★ / 951 ⇿
0Stars
951Forks
99Releases

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.

02004006008001,000940282016-102021-082026-07
Major 0Minor 48Patch 23

Each point covers 9 days.

OpenSSF Scorecard 6.3 / 10
6.3aggregate

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 · 2026-07-23 05:01 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests27 out of 27 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 33 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities131 existing vulnerabilities detected
Direct dependencies 216
RegistryPackageVersion constraintManifest
Gobuf.build/gen/go/bufbuild/reflect/connectrpc/gov1.19.1-20240117202343-bf8f65e8876c.2go.mod
Gobuf.build/gen/go/bufbuild/reflect/protocolbuffers/gov1.36.11-20240117202343-bf8f65e8876c.1go.mod
Gobuf.build/gen/go/redpandadata/common/connectrpc/gov1.19.1-20260323171043-6e06f84ad823.2go.mod
Gobuf.build/gen/go/redpandadata/common/protocolbuffers/gov1.36.11-20260323171043-6e06f84ad823.1go.mod
Gobuf.build/gen/go/redpandadata/otel/protocolbuffers/gov1.36.11-20260323171043-3635d3966b23.1go.mod
Gobuf.build/go/hyperpbv0.1.3go.mod
Gocloud.google.com/go/aiplatformv1.121.0go.mod
Gocloud.google.com/go/bigqueryv1.75.0go.mod
Gocloud.google.com/go/pubsubv1.50.1go.mod
Gocloud.google.com/go/spannerv1.88.0go.mod
Gocloud.google.com/go/storagev1.62.1go.mod
Goconnectrpc.com/connectv1.19.1go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/azcorev1.21.0go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/azidentityv1.13.1go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/data/azcosmosv1.4.2go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/data/aztablesv1.4.1go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/storage/azblobv1.6.4go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/storage/azdatalakev1.4.4go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/storage/azqueuev1.0.1go.mod
Gogithub.com/Azure/go-amqpv1.5.1go.mod
Gogithub.com/ClickHouse/clickhouse-go/v2v2.43.0go.mod
Gogithub.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/tracev1.31.0go.mod
Gogithub.com/IBM/saramav1.47.0go.mod
Gogithub.com/Jeffail/checkpointv1.1.0go.mod
Gogithub.com/Jeffail/gabs/v2v2.7.0go.mod
Gogithub.com/Jeffail/shutdownv1.1.0go.mod
Gogithub.com/Masterminds/semverv1.5.0go.mod
Gogithub.com/Masterminds/squirrelv1.5.4go.mod
Gogithub.com/PaesslerAG/gvalv1.2.4go.mod
Gogithub.com/PaesslerAG/jsonpathv0.1.1go.mod
Gogithub.com/a2aproject/a2a-gov0.3.12go.mod
Gogithub.com/apache/arrow-go/v18v18.6.0go.mod
Gogithub.com/apache/iceberg-gov0.5.1-0.20260506193454-dfc5851d9367go.mod
Gogithub.com/apache/pulsar-client-gov0.18.0go.mod
Gogithub.com/auth0/go-jwt-middleware/v2v2.3.1go.mod
Gogithub.com/authzed/authzed-gov1.8.0go.mod
Gogithub.com/authzed/grpcutilv0.0.0-20260105210157-e237581949c2go.mod
Gogithub.com/aws/aws-lambda-gov1.54.0go.mod
Gogithub.com/aws/aws-sdk-go-v2v1.41.6go.mod
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.16go.mod
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.19.15go.mod
Gogithub.com/aws/aws-sdk-go-v2/feature/dynamodb/expressionv1.8.36go.mod
Gogithub.com/aws/aws-sdk-go-v2/feature/s3/transfermanagerv0.1.11go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/athenav1.57.3go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/bedrockruntimev1.50.4go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/cloudwatchv1.55.2go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/cloudwatchlogsv1.65.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/dynamodbv1.57.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/firehosev1.42.12go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/gluev1.139.3go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/kinesisv1.43.5go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/lambdav1.88.5go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/s3v1.99.1go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/snsv1.39.14go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/sqsv1.42.24go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/stsv1.42.0go.mod
Gogithub.com/beanstalkd/go-beanstalkv0.2.0go.mod
Gogithub.com/benhoyt/goawkv1.31.0go.mod
Gogithub.com/bmatcuk/doublestar/v4v4.10.0go.mod
Gogithub.com/bradfitz/gomemcachev0.0.0-20250403215159-8d39553ac7cfgo.mod
Gogithub.com/bufbuild/prototransformv0.4.0go.mod
Gogithub.com/bwmarrin/discordgov0.29.0go.mod
Gogithub.com/bwmarrin/snowflakev0.3.0go.mod
Gogithub.com/cenkalti/backoff/v4v4.3.0go.mod
Gogithub.com/clbanning/mxj/v2v2.7.0go.mod
Gogithub.com/colinmarc/hdfsv1.1.3go.mod
Gogithub.com/couchbase/gocb/v2v2.12.1go.mod
Gogithub.com/cyborginc/cyborgdb-gov0.15.0go.mod
Gogithub.com/databricks/databricks-sql-gov1.10.0go.mod
Gogithub.com/dgraph-io/ristretto/v2v2.4.0go.mod
Gogithub.com/dop251/gojav0.0.0-20260311135729-065cd970411cgo.mod
Gogithub.com/dop251/goja_nodejsv0.0.0-20260212111938-1f56ff5bcf14go.mod
Gogithub.com/dustin/go-humanizev1.0.1go.mod
Gogithub.com/ebitengine/puregov0.10.0go.mod
Gogithub.com/eclipse/paho.mqtt.golangv1.5.1go.mod
Gogithub.com/elastic/elastic-transport-go/v8v8.9.0go.mod
Gogithub.com/elastic/go-elasticsearch/v8v8.19.3go.mod
Gogithub.com/elastic/go-elasticsearch/v9v9.3.1go.mod
Gogithub.com/generikvault/gvalstringsv0.0.0-20180926130504-471f38f0112ago.mod
Gogithub.com/getsentry/sentry-gov0.47.0go.mod
Gogithub.com/go-faker/faker/v4v4.7.0go.mod
Gogithub.com/go-git/go-git/v5v5.19.1go.mod
Gogithub.com/go-mysql-org/go-mysqlv1.14.0go.mod
Gogithub.com/go-sql-driver/mysqlv1.9.3go.mod
Gogithub.com/go-viper/mapstructure/v2v2.5.0go.mod
Gogithub.com/gocql/gocqlv1.7.0go.mod
Gogithub.com/gofrs/uuid/v5v5.4.0go.mod
Gogithub.com/golang-jwt/jwt/v5v5.3.1go.mod
Gogithub.com/google/go-cmpv0.7.0go.mod
Gogithub.com/googleapis/go-sql-spannerv1.24.1go.mod
Gogithub.com/gosimple/slugv1.15.0go.mod
Gogithub.com/influxdata/influxdb1-clientv0.0.0-20220302092344-a9ab5670611cgo.mod
Gogithub.com/jackc/pgx/v5v5.9.2go.mod
Gogithub.com/jhump/protoreflectv1.18.0go.mod
Gogithub.com/lib/pqv1.12.0go.mod
Gogithub.com/matoous/go-nanoid/v2v2.1.0go.mod
Gogithub.com/microcosm-cc/bluemondayv1.0.27go.mod
Gogithub.com/microsoft/go-mssqldbv1.9.8go.mod
Gogithub.com/microsoft/gocosmosv1.1.1go.mod
Gogithub.com/moby/moby/apiv1.54.1go.mod
Gogithub.com/modelcontextprotocol/go-sdkv1.4.1go.mod
Gogithub.com/nats-io/nats.gov1.50.0go.mod
Gogithub.com/nats-io/nkeysv0.4.15go.mod
Gogithub.com/nats-io/stan.gov0.10.4go.mod
Gogithub.com/neo4j/neo4j-go-driver/v5v5.28.4go.mod
Gogithub.com/nsf/jsondiffv0.0.0-20260207060731-8e8d90c4c0acgo.mod
Gogithub.com/nsqio/go-nsqv1.1.0go.mod
Gogithub.com/oauth2-proxy/mockoidcv0.0.0-20240214162133-caebfff84d25go.mod
Gogithub.com/oklog/ulid/v2v2.1.1go.mod
Gogithub.com/opensearch-project/opensearch-go/v3v3.1.0go.mod
Gogithub.com/oschwald/geoip2-golangv1.13.0go.mod
Gogithub.com/parquet-go/parquet-gov0.29.0go.mod
Gogithub.com/pebbe/zmq4v1.4.0go.mod
Gogithub.com/pinecone-io/go-pineconev1.1.1go.mod
Gogithub.com/pkg/sftpv1.13.10go.mod
Gogithub.com/pkoukk/tiktoken-gov0.1.8go.mod
Gogithub.com/prometheus/client_golangv1.23.2go.mod
Gogithub.com/prometheus/commonv0.67.5go.mod
Gogithub.com/pusher/pusher-http-gov4.0.1+incompatiblego.mod
Gogithub.com/qdrant/go-clientv1.17.1go.mod
Gogithub.com/quasilyte/go-ruleguard/dslv0.3.23go.mod
Gogithub.com/questdb/go-questdb-client/v4v4.1.0go.mod
Gogithub.com/r3labs/diff/v3v3.0.2go.mod
Gogithub.com/rabbitmq/amqp091-gov1.10.0go.mod
Gogithub.com/rcrowley/go-metricsv0.0.0-20250401214520-65e299d6c5c9go.mod
Gogithub.com/redis/go-redis/v9v9.18.0go.mod
Gogithub.com/redpanda-data/benthos/v4v4.76.0go.mod
Gogithub.com/redpanda-data/common-go/authzv0.2.1-0.20260319205134-242ab3c168b8go.mod
Gogithub.com/redpanda-data/common-go/licensev0.0.0-20260318014216-2bbd72bde0a0go.mod
Gogithub.com/redpanda-data/common-go/redpanda-otel-exporterv0.4.0go.mod
Gogithub.com/redpanda-data/common-go/secretsv0.1.15go.mod
Gogithub.com/redpanda-data/common-go/telemetryv0.1.0go.mod
Gogithub.com/redpanda-data/connect/public/bundle/free/v4v4.84.0go.mod
Gogithub.com/rs/xidv1.6.0go.mod
Gogithub.com/sashabaranov/go-openaiv1.41.2go.mod
Gogithub.com/sijms/go-ora/v2v2.9.0go.mod
Gogithub.com/slack-go/slackv0.23.1go.mod
Gogithub.com/smira/go-statsdv1.3.4go.mod
Gogithub.com/snowflakedb/gosnowflakev1.19.0go.mod
Gogithub.com/sourcegraph/concv0.3.0go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogithub.com/testcontainers/testcontainers-go/modules/azurev0.42.0go.mod
Gogithub.com/testcontainers/testcontainers-go/modules/cassandrav0.42.0go.mod
Gogithub.com/testcontainers/testcontainers-go/modules/couchbasev0.42.0go.mod
Gogithub.com/testcontainers/testcontainers-go/modules/mssqlv0.42.0go.mod
Gogithub.com/testcontainers/testcontainers-go/modules/ollamav0.42.0go.mod
Gogithub.com/testcontainers/testcontainers-go/modules/qdrantv0.42.0go.mod
Gogithub.com/testcontainers/testcontainers-go/modules/redpandav0.42.0go.mod
Gogithub.com/tetratelabs/wazerov1.11.0go.mod
Gogithub.com/tigerbeetle/tigerbeetle-gov0.16.78go.mod
Gogithub.com/timeplus-io/proton-go-driver/v2v2.1.4go.mod
Gogithub.com/tmc/langchaingov0.1.14go.mod
Gogithub.com/trinodb/trino-go-clientv0.333.0go.mod
Gogithub.com/twmb/avrov1.7.3-0.20260513193503-1e5c2a3fc070go.mod
Gogithub.com/twmb/franz-gov1.20.7go.mod
Gogithub.com/twmb/franz-go/pkg/kadmv1.17.2go.mod
Gogithub.com/twmb/franz-go/pkg/kmsgv1.12.0go.mod
Gogithub.com/twmb/franz-go/pkg/srv1.7.0go.mod
Gogithub.com/twmb/go-cachev1.3.0go.mod
Gogithub.com/vmihailenco/msgpack/v5v5.4.1go.mod
Gogithub.com/xdg-go/scramv1.2.0go.mod
Gogithub.com/xeipuuv/gojsonschemav1.2.0go.mod
Gogithub.com/xitongsys/parquet-gov1.6.2go.mod
Gogithub.com/xitongsys/parquet-go-sourcev0.0.0-20241021075129-b732d2ac9c9bgo.mod
Gogithub.com/youmark/pkcs8v0.0.0-20240726163527-a2c0da244d78go.mod
Gogo.mongodb.org/mongo-driver/v2v2.5.0go.mod
Gogo.nanomsg.org/mangos/v3v3.4.2go.mod
Gogo.opentelemetry.io/collector/pdatav1.54.0go.mod
Gogo.opentelemetry.io/otelv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/jaegerv1.17.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlplog/otlploggrpcv0.19.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlplog/otlploghttpv0.19.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpcv1.43.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.43.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptracev1.43.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.43.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.43.0go.mod
Gogo.opentelemetry.io/otel/logv0.19.0go.mod
Gogo.opentelemetry.io/otel/sdkv1.43.0go.mod
Gogo.opentelemetry.io/otel/sdk/logv0.19.0go.mod
Gogo.opentelemetry.io/otel/sdk/metricv1.43.0go.mod
Gogo.opentelemetry.io/otel/tracev1.44.0go.mod
Gogo.starlark.netv0.0.0-20260210143700-b62fd896b91bgo.mod
Gogo.uber.org/multierrv1.11.0go.mod
Gogolang.org/x/cryptov0.53.0go.mod
Gogolang.org/x/netv0.55.0go.mod
Gogolang.org/x/syncv0.21.0go.mod
Gogolang.org/x/textv0.38.0go.mod
Gogoogle.golang.org/apiv0.276.0go.mod
Gogoogle.golang.org/protobufv1.36.11go.mod
Gomodernc.org/sqlitev1.49.1go.mod
Gocloud.google.com/go/authv0.20.0go.mod
Gogithub.com/aws/aws-sdk-go-v2/feature/rds/authv1.6.20go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/dynamodbstreamsv1.32.13go.mod
Gogithub.com/aws/smithy-gov1.25.0go.mod
Gogithub.com/cohere-ai/cohere-go/v2v2.16.2go.mod
Gogithub.com/docker/dockerv28.5.2+incompatiblego.mod
Gogithub.com/fatih/colorv1.19.0go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/gorilla/handlersv1.5.2go.mod
Gogithub.com/gorilla/muxv1.8.1go.mod
Gogithub.com/hashicorp/golang-lru/v2v2.0.7go.mod
Gogithub.com/jackc/pgiov1.0.0go.mod
Gogithub.com/klauspost/compressv1.18.6go.mod
Gogithub.com/pgvector/pgvector-gov0.3.0go.mod
Gogithub.com/rivo/unisegv0.4.7go.mod
Gogithub.com/testcontainers/testcontainers-gov0.42.0go.mod
Gogithub.com/testcontainers/testcontainers-go/modules/mongodbv0.42.0go.mod
Gogithub.com/urfave/cli/v2v2.27.7go.mod
Gogo.opentelemetry.io/otel/metricv1.44.0go.mod
Gogolang.org/x/oauth2v0.36.0go.mod
Gogolang.org/x/sysv0.46.0go.mod
Gogolang.org/x/timev0.15.0go.mod
Gogoogle.golang.org/genaiv1.51.0go.mod
Gogoogle.golang.org/grpcv1.80.0go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
All dependencies 633

Full resolved dependency set from the GitHub dependency graph: 216 direct and 417 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gobuf.build/gen/go/bufbuild/reflect/connectrpc/gov1.19.1-20240117202343-bf8f65e8876c.2direct
Gobuf.build/gen/go/bufbuild/reflect/protocolbuffers/gov1.36.11-20240117202343-bf8f65e8876c.1direct
Gobuf.build/gen/go/redpandadata/common/connectrpc/gov1.19.1-20260323171043-6e06f84ad823.2direct
Gobuf.build/gen/go/redpandadata/common/protocolbuffers/gov1.36.11-20260323171043-6e06f84ad823.1direct
Gobuf.build/gen/go/redpandadata/otel/protocolbuffers/gov1.36.11-20260323171043-3635d3966b23.1direct
Gobuf.build/go/hyperpbv0.1.3direct
Gocloud.google.com/go/aiplatformv1.121.0direct
Gocloud.google.com/go/authv0.20.0direct
Gocloud.google.com/go/bigqueryv1.75.0direct
Gocloud.google.com/go/pubsubv1.50.1direct
Gocloud.google.com/go/spannerv1.88.0direct
Gocloud.google.com/go/storagev1.62.1direct
Goconnectrpc.com/connectv1.19.1direct
Gogithub.com/a2aproject/a2a-gov0.3.12direct
Gogithub.com/apache/arrow-go/v18v18.6.0direct
Gogithub.com/apache/iceberg-gov0.5.1-0.20260506193454-dfc5851d9367direct
Gogithub.com/apache/pulsar-client-gov0.18.0direct
Gogithub.com/auth0/go-jwt-middleware/v2v2.3.1direct
Gogithub.com/authzed/authzed-gov1.8.0direct
Gogithub.com/authzed/grpcutilv0.0.0-20260105210157-e237581949c2direct
Gogithub.com/aws/aws-lambda-gov1.54.0direct
Gogithub.com/aws/aws-sdk-go-v2v1.41.6direct
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.16direct
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.19.15direct
Gogithub.com/aws/aws-sdk-go-v2/feature/dynamodb/expressionv1.8.36direct
Gogithub.com/aws/aws-sdk-go-v2/feature/rds/authv1.6.20direct
Gogithub.com/aws/aws-sdk-go-v2/feature/s3/transfermanagerv0.1.11direct
Gogithub.com/aws/aws-sdk-go-v2/service/athenav1.57.3direct
Gogithub.com/aws/aws-sdk-go-v2/service/bedrockruntimev1.50.4direct
Gogithub.com/aws/aws-sdk-go-v2/service/cloudwatchv1.55.2direct
Gogithub.com/aws/aws-sdk-go-v2/service/cloudwatchlogsv1.65.0direct
Gogithub.com/aws/aws-sdk-go-v2/service/dynamodbv1.57.0direct
Gogithub.com/aws/aws-sdk-go-v2/service/dynamodbstreamsv1.32.13direct
Gogithub.com/aws/aws-sdk-go-v2/service/firehosev1.42.12direct
Gogithub.com/aws/aws-sdk-go-v2/service/gluev1.139.3direct
Gogithub.com/aws/aws-sdk-go-v2/service/kinesisv1.43.5direct
Gogithub.com/aws/aws-sdk-go-v2/service/lambdav1.88.5direct
Gogithub.com/aws/aws-sdk-go-v2/service/s3v1.99.1direct
Gogithub.com/aws/aws-sdk-go-v2/service/snsv1.39.14direct
Gogithub.com/aws/aws-sdk-go-v2/service/sqsv1.42.24direct
Gogithub.com/aws/aws-sdk-go-v2/service/stsv1.42.0direct
Gogithub.com/aws/smithy-gov1.25.0direct
Gogithub.com/azure/azure-sdk-for-go/sdk/azcorev1.21.0direct
Gogithub.com/azure/azure-sdk-for-go/sdk/azidentityv1.13.1direct
Gogithub.com/azure/azure-sdk-for-go/sdk/data/azcosmosv1.4.2direct
Gogithub.com/azure/azure-sdk-for-go/sdk/data/aztablesv1.4.1direct
Gogithub.com/azure/azure-sdk-for-go/sdk/storage/azblobv1.6.4direct
Gogithub.com/azure/azure-sdk-for-go/sdk/storage/azdatalakev1.4.4direct
Gogithub.com/azure/azure-sdk-for-go/sdk/storage/azqueuev1.0.1direct
Gogithub.com/azure/go-amqpv1.5.1direct
Gogithub.com/beanstalkd/go-beanstalkv0.2.0direct
Gogithub.com/benhoyt/goawkv1.31.0direct
Gogithub.com/bmatcuk/doublestar/v4v4.10.0direct
Gogithub.com/bradfitz/gomemcachev0.0.0-20250403215159-8d39553ac7cfdirect
Gogithub.com/bufbuild/prototransformv0.4.0direct
Gogithub.com/bwmarrin/discordgov0.29.0direct
Gogithub.com/bwmarrin/snowflakev0.3.0direct
Gogithub.com/cenkalti/backoff/v4v4.3.0direct
Gogithub.com/clbanning/mxj/v2v2.7.0direct
Gogithub.com/clickhouse/clickhouse-go/v2v2.43.0direct
Gogithub.com/cohere-ai/cohere-go/v2v2.16.2direct
Gogithub.com/colinmarc/hdfsv1.1.3direct
Gogithub.com/couchbase/gocb/v2v2.12.1direct
Gogithub.com/cyborginc/cyborgdb-gov0.15.0direct
Gogithub.com/databricks/databricks-sql-gov1.10.0direct
Gogithub.com/dgraph-io/ristretto/v2v2.4.0direct
Gogithub.com/docker/dockerv28.5.2+incompatibledirect
Gogithub.com/dop251/gojav0.0.0-20260311135729-065cd970411cdirect
Gogithub.com/dop251/goja_nodejsv0.0.0-20260212111938-1f56ff5bcf14direct
Gogithub.com/dustin/go-humanizev1.0.1direct
Gogithub.com/ebitengine/puregov0.10.0direct
Gogithub.com/eclipse/paho.mqtt.golangv1.5.1direct
Gogithub.com/elastic/elastic-transport-go/v8v8.9.0direct
Gogithub.com/elastic/go-elasticsearch/v8v8.19.3direct
Gogithub.com/elastic/go-elasticsearch/v9v9.3.1direct
Gogithub.com/fatih/colorv1.19.0direct
Gogithub.com/generikvault/gvalstringsv0.0.0-20180926130504-471f38f0112adirect
Gogithub.com/getsentry/sentry-gov0.47.0direct
Gogithub.com/go-faker/faker/v4v4.7.0direct
Gogithub.com/go-git/go-git/v5v5.19.1direct
Gogithub.com/go-mysql-org/go-mysqlv1.14.0direct
Gogithub.com/go-sql-driver/mysqlv1.9.3direct
Gogithub.com/go-viper/mapstructure/v2v2.5.0direct
Gogithub.com/gocql/gocqlv1.7.0direct
Gogithub.com/gofrs/uuid/v5v5.4.0direct
Gogithub.com/golang-jwt/jwt/v5v5.3.1direct
Gogithub.com/google/go-cmpv0.7.0direct
Gogithub.com/google/uuidv1.6.0direct
Gogithub.com/googleapis/go-sql-spannerv1.24.1direct
Gogithub.com/googlecloudplatform/opentelemetry-operations-go/exporter/tracev1.31.0direct
Gogithub.com/gorilla/handlersv1.5.2direct
Gogithub.com/gorilla/muxv1.8.1direct
Gogithub.com/gosimple/slugv1.15.0direct
Gogithub.com/hashicorp/golang-lru/v2v2.0.7direct
Gogithub.com/ibm/saramav1.47.0direct
Gogithub.com/influxdata/influxdb1-clientv0.0.0-20220302092344-a9ab5670611cdirect
Gogithub.com/jackc/pgiov1.0.0direct
Gogithub.com/jackc/pgx/v5v5.9.2direct
Gogithub.com/jeffail/checkpointv1.1.0direct
Gogithub.com/jeffail/gabs/v2v2.7.0direct
Gogithub.com/jeffail/shutdownv1.1.0direct
Gogithub.com/jhump/protoreflectv1.18.0direct
Gogithub.com/klauspost/compressv1.18.6direct
Gogithub.com/lib/pqv1.12.0direct
Gogithub.com/masterminds/semverv1.5.0direct
Gogithub.com/masterminds/squirrelv1.5.4direct
Gogithub.com/matoous/go-nanoid/v2v2.1.0direct
Gogithub.com/microcosm-cc/bluemondayv1.0.27direct
Gogithub.com/microsoft/go-mssqldbv1.9.8direct
Gogithub.com/microsoft/gocosmosv1.1.1direct
Gogithub.com/moby/moby/apiv1.54.1direct
Gogithub.com/modelcontextprotocol/go-sdkv1.4.1direct
Gogithub.com/nats-io/nats.gov1.50.0direct
Gogithub.com/nats-io/nkeysv0.4.15direct
Gogithub.com/nats-io/stan.gov0.10.4direct
Gogithub.com/neo4j/neo4j-go-driver/v5v5.28.4direct
Gogithub.com/nsf/jsondiffv0.0.0-20260207060731-8e8d90c4c0acdirect
Gogithub.com/nsqio/go-nsqv1.1.0direct
Gogithub.com/oauth2-proxy/mockoidcv0.0.0-20240214162133-caebfff84d25direct
Gogithub.com/oklog/ulid/v2v2.1.1direct
Gogithub.com/opensearch-project/opensearch-go/v3v3.1.0direct
Gogithub.com/oschwald/geoip2-golangv1.13.0direct
Gogithub.com/paesslerag/gvalv1.2.4direct
Gogithub.com/paesslerag/jsonpathv0.1.1direct
Gogithub.com/parquet-go/parquet-gov0.29.0direct
Gogithub.com/pebbe/zmq4v1.4.0direct
Gogithub.com/pgvector/pgvector-gov0.3.0direct
Gogithub.com/pinecone-io/go-pineconev1.1.1direct
Gogithub.com/pkg/sftpv1.13.10direct
Gogithub.com/pkoukk/tiktoken-gov0.1.8direct
Gogithub.com/prometheus/client_golangv1.23.2direct
Gogithub.com/prometheus/commonv0.67.5direct
Gogithub.com/pusher/pusher-http-gov4.0.1+incompatibledirect
Gogithub.com/qdrant/go-clientv1.17.1direct
Gogithub.com/quasilyte/go-ruleguard/dslv0.3.23direct
Gogithub.com/questdb/go-questdb-client/v4v4.1.0direct
Gogithub.com/r3labs/diff/v3v3.0.2direct
Gogithub.com/rabbitmq/amqp091-gov1.10.0direct
Gogithub.com/rcrowley/go-metricsv0.0.0-20250401214520-65e299d6c5c9direct
Gogithub.com/redis/go-redis/v9v9.18.0direct
Gogithub.com/redpanda-data/benthos/v4v4.76.0direct
Gogithub.com/redpanda-data/common-go/authzv0.2.1-0.20260319205134-242ab3c168b8direct
Gogithub.com/redpanda-data/common-go/licensev0.0.0-20260318014216-2bbd72bde0a0direct
Gogithub.com/redpanda-data/common-go/redpanda-otel-exporterv0.4.0direct
Gogithub.com/redpanda-data/common-go/secretsv0.1.15direct
Gogithub.com/redpanda-data/common-go/telemetryv0.1.0direct
Gogithub.com/redpanda-data/connect/public/bundle/free/v4v4.84.0direct
Gogithub.com/rivo/unisegv0.4.7direct
Gogithub.com/rs/xidv1.6.0direct
Gogithub.com/sashabaranov/go-openaiv1.41.2direct
Gogithub.com/sijms/go-ora/v2v2.9.0direct
Gogithub.com/slack-go/slackv0.23.1direct
Gogithub.com/smira/go-statsdv1.3.4direct
Gogithub.com/snowflakedb/gosnowflakev1.19.0direct
Gogithub.com/sourcegraph/concv0.3.0direct
Gogithub.com/stretchr/testifyv1.11.1direct
Gogithub.com/testcontainers/testcontainers-gov0.42.0direct
Gogithub.com/testcontainers/testcontainers-go/modules/azurev0.42.0direct
Gogithub.com/testcontainers/testcontainers-go/modules/cassandrav0.42.0direct
Gogithub.com/testcontainers/testcontainers-go/modules/couchbasev0.42.0direct
Gogithub.com/testcontainers/testcontainers-go/modules/mongodbv0.42.0direct
Gogithub.com/testcontainers/testcontainers-go/modules/mssqlv0.42.0direct
Gogithub.com/testcontainers/testcontainers-go/modules/ollamav0.42.0direct
Gogithub.com/testcontainers/testcontainers-go/modules/qdrantv0.42.0direct
Gogithub.com/testcontainers/testcontainers-go/modules/redpandav0.42.0direct
Gogithub.com/tetratelabs/wazerov1.11.0direct
Gogithub.com/tigerbeetle/tigerbeetle-gov0.16.78direct
Gogithub.com/timeplus-io/proton-go-driver/v2v2.1.4direct
Gogithub.com/tmc/langchaingov0.1.14direct
Gogithub.com/trinodb/trino-go-clientv0.333.0direct
Gogithub.com/twmb/avrov1.7.3-0.20260513193503-1e5c2a3fc070direct
Gogithub.com/twmb/franz-gov1.20.7direct
Gogithub.com/twmb/franz-go/pkg/kadmv1.17.2direct
Gogithub.com/twmb/franz-go/pkg/kmsgv1.12.0direct
Gogithub.com/twmb/franz-go/pkg/srv1.7.0direct
Gogithub.com/twmb/go-cachev1.3.0direct
Gogithub.com/urfave/cli/v2v2.27.7direct
Gogithub.com/vmihailenco/msgpack/v5v5.4.1direct
Gogithub.com/xdg-go/scramv1.2.0direct
Gogithub.com/xeipuuv/gojsonschemav1.2.0direct
Gogithub.com/xitongsys/parquet-gov1.6.2direct
Gogithub.com/xitongsys/parquet-go-sourcev0.0.0-20241021075129-b732d2ac9c9bdirect
Gogithub.com/youmark/pkcs8v0.0.0-20240726163527-a2c0da244d78direct
Gogo.mongodb.org/mongo-driver/v2v2.5.0direct
Gogo.nanomsg.org/mangos/v3v3.4.2direct
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Gogithub.com/yusufpapurcu/wmiv1.2.4indirect
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Gogo.opentelemetry.io/contrib/detectors/gcpv1.42.0indirect
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Gogo.uber.org/atomicv1.11.0indirect
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Dependency advisories 26

This repository publishes no package the index resolves, so its own dependency graph was assessed — 630 packages, which also include development and test pins that never ship: 26 carry known advisories, of which 5 are direct. 3 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
google.golang.org/grpcv1.80.0directcritical11.82.1
aiohttp3.11.16indirectcritical603.14.1
github.com/nats-io/nats-server/v2v2.9.23indirectcritical282.12.6
github.com/docker/dockerv28.5.2+incompatibledirecthigh1029.3.1
click8.1.7indirecthigh18.3.3
click8.1.8indirecthigh18.3.3
click8.2.1indirecthigh18.3.3
github.com/containerd/containerdv1.7.12indirecthigh132.3.2
github.com/go-jose/go-jose/v3v3.0.4indirecthigh24.1.4
filelock3.18.0indirectmoderate43.20.3
golang.org/x/cryptov0.53.0directunknown1
golang.org/x/netv0.55.0directunknown10.56.0
golang.org/x/textv0.38.0directunknown10.39.0
h110.14.0indirectunknown2
idna3.10indirectunknown2
litellm1.65.1indirectunknown15
mcp1.6.0indirectunknown8
protobuf5.29.4indirectunknown4
protobuf5.29.5indirectunknown2
pytest8.3.2indirectunknown2
python-dotenv1.1.0indirectunknown2
requests2.32.3indirectunknown4
setuptools80.9.0indirectunknown2
software.sslmate.com/src/go-pkcs12v0.7.0indirectunknown10.7.2
starlette0.46.1indirectunknown14
urllib32.3.0indirectunknown12

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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          "body": "…4604)\n\n* iceberg: tolerate table_location prefixes without a trailing slash\n\nThe schema-evolution table location was built by bare concatenation\n(table_location + namespace/table), so a prefix like s3://bucket produced\ns3://bucketns/table and CreateTable failed against a nonexistent bucket;\nonly th\n[…]\nlaude Fable 5 <noreply@anthropic.com>\n\n* docs: regenerate iceberg output docs\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
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          "body": "…ng (#4602)\n\nAdd an optional checkpoint_namespace field to the aws_dynamodb_cdc input\nso multiple independent pipelines can share a single checkpoint table\nwithout overwriting each other's checkpoints. When set, the namespace is\nprefixed to the checkpoint hash key value (StreamArn in default mode,\nT\n[…]\nault (empty)\nleaves checkpoint keys byte-identical to previous behavior, so existing\ndeployments and checkpoint tables are unaffected. Namespaces containing\n'#' are rejected at config validation time.",
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          "headline": "aws_dynamodb_cdc: add checkpoint_namespace for checkpoint table shari…",
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          "body": "The redpanda_migrator output documentation describes an on-demand\nschema registry sync \"triggered when a record has an unknown schema\".\nThat hot-path resync was removed in 48ad3263 — in the same 4.67.0\nrelease that introduced it — so it has never shipped. The destination\nschema cache is populated on\n[…]\nenabled.\n\n- internal/impl/redpanda/migrator/migrator.go (component description)\n- internal/impl/redpanda/migrator/README.md\n- docs/modules/components/pages/outputs/redpanda_migrator.adoc (regenerated)",
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          "headline": "docs(redpanda_migrator): fix stale on-demand schema sync claim",
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          "body": "Snowflake identified BDEC parquet files whose footer row counts did not\nmatch their contents (same class of bug as SNOW-1465503, fixed in\nsnowflake-ingest-java PR 784 via a verifyRowCounts guard). The Go path\ngained parallel row group construction in #3940 but has no equivalent\nguard, and the EP reg\n[…]\nBDEC schema is flat, so values == rows) agree with the rows that\nwere actually serialized into each row group. On mismatch the batch\nfails before encryption and upload instead of corrupting the table.",
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          "headline": "snowflake_streaming: verify parquet row counts before upload",
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          "body": "The jira input (#4484) added integration tests without regenerating\ncmd/tools/integration/packages.json, so 'task test:integration:verify'\nfails on every branch. Generated via 'task test:integration:generate'.",
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          "headline": "jira: register integration test package in packages.json (#4603)",
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          "headline": "Update changelog for v4.100.0",
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          "body": "Picks up the Go 1.26.5 stdlib security fixes (CVE-2026-39822,\nCVE-2026-42505), which the release image vulnerability scan flags on\n1.26.4.",
          "is_bot": false,
          "headline": "Bump to Go 1.26.5",
          "author_name": "Ash Jeffs",
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          "body": "…… (#4584)\n\n* postgres_cdc: wait for snapshot acks before promoting the replication slot (CON-489)\n\nDuring the initial snapshot the connector emitted snapshot rows (which\ncarry no LSN and are therefore never tracked for postgres acknowledgement)\nand then immediately promoted the temporary replicatio\n[…]\nctly can't drop (only a genuinely dead\n  session's slot is droppable). Kept the terminate-and-wait step, which\n  still exercises the guard's \"does not exist\" path once the old slot is\n  actually gone.",
          "is_bot": false,
          "headline": "postgres_cdc: wait for snapshot acks before promoting the replication…",
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          "oid": "c724d25e0ab89217481853e72357379da382e3de",
          "body": "The iceberg output committer retries a failed commit by reloading the table\nand re-adding the same data files with the duplicate-path check disabled. If\nan attempt lands server-side but the client observes a failure — a lost or\nambiguous response that surfaces as a conflict when the request is resen\n[…]\now: it does not yet\ndedupe delete files on reload, so it is not eligible for the unknown-state\nretry.\n\nAdds regression tests covering the landed-then-failed, genuine-conflict, and\nunknown-state cases.",
          "is_bot": false,
          "headline": "iceberg: make commit retries idempotent to prevent duplicate data files",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
          "committed_at": "2026-07-09T12:34:20Z",
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          "oid": "277a510cb5fdad93c3456040b86b7996a0d95575",
          "body": "…og (#4484)\n\n* jira: add input component for streaming issues, comments, and changelog\n\nAdds a `jira` input that streams Jira REST API events into Connect\npipelines via JQL with cursor-based incremental polling. The cursor\n(max issue.updated timestamp) is persisted to a cache resource so\nprogress su\n[…]\nwhen the server returns an empty page that still carries a\n  continuation token, so a misbehaving server cannot drive a tight request\n  loop; fully-deduped issue-bearing pages still chain immediately.",
          "is_bot": false,
          "headline": "jira: add input component for streaming issues, comments, and changel…",
          "author_name": "JChaput",
          "author_login": "squiidz",
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          "oid": "4ca9ee92f36a2409b6ff0951efe01b682921bc5c",
          "body": "Components such as the jira input render JQL date predicates in the\naccount's timezone via time.LoadLocation, which needs an IANA tz database\nat runtime. The release images are busybox-based with no\n/usr/share/zoneinfo, so binaries built without the database fall back to\ntime.UTC and silently reintr\n[…]\nion already builds with the `timetzdata` tag except the\nCGO-enabled build, which was overlooked. Add it there so the embedded\ndatabase (used only as a fallback, ~405 KiB) travels with that binary too.",
          "is_bot": false,
          "headline": "goreleaser: embed the tz database in the cgo build (CON-376) (#4583)",
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          "body": "Throughput of the iceberg output is governed by records-per-commit; the\ndefault of small, frequent commits is a throughput trap. Document the tuning\nthe benchmarks established:\n\n- output knobs: batching (fewer, larger commits) and max_in_flight (concurrent\n  commits), with the measured sweet spot ba\n[…]\ntion ordering\n- a low-core-count GOGC tip (the sink is GC-bound on per-record allocations at\n  1-2 vCPU)\n- guidance to avoid over-committing, which grows table metadata and compounds\n  per-commit cost",
          "is_bot": false,
          "headline": "docs(iceberg): add Iceberg sink tuning recipes",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
          "committed_at": "2026-07-08T14:29:41Z",
          "body_truncated": true,
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          "oid": "a9e89367ae96c65f996563449209f077d4bd1bce",
          "body": "RecordShredder called (*iceberg.Schema).Fields() once per record on the\nshred hot path. That accessor defensively clones the entire NestedField\nslice on every call, which a 1-vCPU CPU/allocation profile identified as\nthe single largest allocator on the Iceberg write path (~6.5% of all\nbytes allocate\n[…]\np, -18% ns/op; the saving grows with schema width).\n\nScope: addresses the root-level Fields() call only. Nested struct fields\nare still cloned per record during recursion and are left for a follow-up.",
          "is_bot": false,
          "headline": "iceberg: cache shredder schema fields to cut per-record allocations",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
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        {
          "oid": "256bcfb0817c27c7bb8d217c77455e5bf16dadbc",
          "body": "Hardens the Oracle LogMiner SQL_REDO parser and LOB assembly against\nseveral panic and data-corruption paths found while investigating a\nparse failure. Each change turns a former crash or silent corruption\ninto correct-or-safe behaviour:\n\n- convertRawValue: use hex.DecodeString instead of a hand-rol\n[…]\nset rather than indexing out of range.\n- pkMatches: an empty PK set no longer matches vacuously, preventing a\n  LOB from being merged into an arbitrary row.\n\nAdds unit, fuzz, and integration coverage.",
          "is_bot": false,
          "headline": "oracledb_cdc: harden SQL_REDO value and LOB parsing",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
          "committed_at": "2026-07-07T12:08:02Z",
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        },
        {
          "oid": "4e6ae9c9441aaa1ee38c5d258ad9d395ff6f72bc",
          "body": "Replace the blind scan with a peek-ahead that distinguishes a\ntable-alias prefix (e.g. a.\"COL1\") from a bare identifier (ROWID):\nif a '\"' appears before whitespace or '=', skip the alias; otherwise\nread the bare token as the column name.",
          "is_bot": false,
          "headline": "oracledb_cdc: Log SQL query causing failure via debug logging",
          "author_name": "Joseph Woodward",
          "author_login": "josephwoodward",
          "committed_at": "2026-07-07T08:43:44Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "oracledb_cdc: gracefully handle rowid based predicates",
          "author_name": "Joseph Woodward",
          "author_login": "josephwoodward",
          "committed_at": "2026-07-07T08:43:44Z",
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          "oid": "40be1a3dbf0f1b197eec372c1065eaf948de1fb8",
          "body": null,
          "is_bot": false,
          "headline": "chore: update bundle dependencies for v4.99.0",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
          "committed_at": "2026-07-03T13:58:26Z",
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        {
          "oid": "235c1b3791cd78eb5a9fe739b33572da2b651f43",
          "body": "…579)\n\nThe colinmarc/hdfs client dials the datanode using the hostname the\nnamenode advertises. The cybermaggedon/hadoop image left\ndfs.datanode.hostname unset, so the datanode registered under its\ncontainer hostname, which is unresolvable from the host under Docker\nDesktop's VM networking on macOS \n[…]\nound.\n\nOverride hdfs-site.xml to advertise the datanode as localhost and pin\nits transfer port to a fixed, 1:1 host-mapped port so the client can\nreach it on every platform, and remove the macOS skip.",
          "is_bot": false,
          "headline": "hdfs: fix integration test datanode networking on macOS (CON-377) (#4…",
          "author_name": "JChaput",
          "author_login": "squiidz",
          "committed_at": "2026-07-03T13:38:36Z",
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        {
          "oid": "045723e7255f0ecb5673f6449da50af1c713c483",
          "body": "… (#4582)\n\nThe output->search->input roundtrip timed out because both the splunk_hec\noutput and the splunk input were configured with a top-level\n`skip_cert_verify: true`. That field is a deprecated no-op on the output\nand was never defined on the input (which only exposes a `tls` toggled\nfield), so\n[…]\nreadiness aborted at 60s. Set\nWithStartupTimeout on the strategy directly.\n\nWith both fixed the test passes end to end (verified on macOS/arm64 under\nemulation in ~133s), so the macOS skip is removed.",
          "is_bot": false,
          "headline": "splunk: fix integration test TLS config and startup timeout (CON-376)…",
          "author_name": "JChaput",
          "author_login": "squiidz",
          "committed_at": "2026-07-03T13:38:27Z",
          "body_truncated": true,
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        {
          "oid": "9b7dcceb195080ce828263aa2d5fa22521292a42",
          "body": null,
          "is_bot": false,
          "headline": "Update changelog for v4.99.0",
          "author_name": "vbotbuildovich",
          "author_login": "vbotbuildovich",
          "committed_at": "2026-07-02T15:06:12Z",
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        },
        {
          "oid": "ffcc418c7d17b17f104d91622be82a2e337f1624",
          "body": "franz-go logs broker connectivity failures (connection, read, and write\nerrors such as `i/o timeout`) at its info/debug levels, which the shared\nKGoLogger adapter downgrades to Connect debug/trace — so these signals\nwere only visible with debug logging enabled, delaying detection of\nserverless conne\n[…]\nnDetails.FranzOpts(), the shared builder every franz-based\nconnector (kafka_franz, redpanda, redpanda_migrator) routes through;\nkgo.WithHooks is additive, so single registration avoids double-logging.",
          "is_bot": false,
          "headline": "kafka: surface broker connectivity failures at WARN (#4573)",
          "author_name": "JChaput",
          "author_login": "squiidz",
          "committed_at": "2026-07-02T13:13:19Z",
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        },
        {
          "oid": "a516668dba170b7af140daebfe26054f1d508832",
          "body": "- Reject integer identifier values outside float64's exact-integer range\n  (|v| >= 2^53) rather than silently truncating or overflowing the\n  equality-delete key, which could target the wrong row.\n- Collapse the per-operation counters into a single\n  `iceberg_row_operations_total` metric labelled by\n[…]\nd, and read the current schema ID once in the\n  row-delta commit.\n\nTests updated for the new split-by-operation return value, with coverage of\nthe post-collapse counts and the integer-key range guard.",
          "is_bot": false,
          "headline": "iceberg: address review feedback on row-level operations",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
          "committed_at": "2026-07-02T10:18:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b1ec5feccc10c9d85ef67fb346d9f5fd9f5eebc5",
          "body": "Extend the iceberg output beyond append-only with per-message row\noperations driven by a configurable, source-agnostic `row_operation`\nmapping plus `identifier_fields` (the equality-delete key).\n\n- insert keeps the existing append fast path unchanged (the default), so\n  existing configurations are u\n[…]\npgrade/retry/cleanup\nsemantics over a local catalog) and catalog-backed integration tests\nexercising upsert/delete round-trips across key types, composite keys,\npartitioned tables, and batch collapse.",
          "is_bot": false,
          "headline": "iceberg: add row-level operations (insert/upsert/delete) to the output",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
          "committed_at": "2026-07-02T10:18:03Z",
          "body_truncated": true,
          "is_coding_agent": false
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        {
          "oid": "342e8cd1f680dbfeac73996fa398cf3bacae9083",
          "body": null,
          "is_bot": false,
          "headline": "oracledb_cdc: handle out of order lob writes (#4574)",
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          "headline": "chore: update bundle dependencies for v4.96.1 (#4513)",
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          "headline": "chore: update changelog (#4512)",
          "author_name": "Joseph Woodward",
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          "oid": "9f8f9943dc0a5d19384251ac54252a6e1e093f90",
          "body": "…493)\n\n* chore: expand CONTRIBUTING with benchmarking phases, Go-first rule, and PR size limit\n\n- §1.3.4: split benchmarking into two required phases (local/localhost and\n  real-endpoint), pointing at docs/benchmarking.md for the standard process and\n  docs/benchmark-results/ for recording results.\n\n[…]\nap; §2 selection criteria as non-blocking notes).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Expand CONTRIBUTING guidelines and audit them in the review skill (#4…",
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          "body": null,
          "is_bot": false,
          "headline": "oracledb_cdc: upon start, begin at current SCN (#4509)",
          "author_name": "Joseph Woodward",
          "author_login": "josephwoodward",
          "committed_at": "2026-06-12T16:48:32Z",
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        {
          "oid": "00801dd75b99057576d6e57180c5932d439338c1",
          "body": "… if earlier one can't be discovered (#4508)\n\n* oracledb_cdc: Improve test execution to reduce wait times\n\n* oracledb_cdc: fallback to current SCN if earlier can't be found\n\nIt's theoretically possible that there are no logs to mine (we see this\noccasionally in test start up), so in that case we should fall back to\nusing the current SCN position.",
          "is_bot": false,
          "headline": "oracledb_cdc: Improve test reliability by falling back to current SCN…",
          "author_name": "Joseph Woodward",
          "author_login": "josephwoodward",
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          "oid": "6c9ebe8326728bfc195fa913037603ff60feb1c6",
          "body": "Follow-up to #4494, which adopted the shared client at a pre-release commit\npseudo-version. Now that github.com/redpanda-data/common-go/telemetry has\nmerged and been tagged, pin the released v0.1.0. No code changes — the\nexported API is unchanged.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "telemetry: pin common-go/telemetry to v0.1.0 (#4507)",
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          "is_bot": true,
          "headline": "chore: update bundle dependencies for v4.96.0 (#4505)",
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          "oid": "b768c94bea6d415734ab3680a5c997bb3733321d",
          "body": "* Update changelog for v4.96.0\n\n* chore: update cl\n\n---------\n\nCo-authored-by: vbotbuildovich <62446873+vbotbuildovich@users.noreply.github.com>\nCo-authored-by: Joseph Woodward <joseph.woodward@xeuse.com>",
          "is_bot": true,
          "headline": "Update changelog for v4.96.0 (#4499)",
          "author_name": "github-actions[bot]",
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          "headline": "chore: bump benthos to v4.74.0 (#4501)",
          "author_name": "Joseph Woodward",
          "author_login": "josephwoodward",
          "committed_at": "2026-06-11T15:33:12Z",
          "body_truncated": false,
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        {
          "oid": "0b31e62f0204692dc28862a35fc3d915a95a3c43",
          "body": "…e test (#4500)\n\nThe 5s default for schema_resolve_timeout is the budget for the entire\nMetadata-Create-Metadata round on the auto_create_table path, not just\na single metadata fetch. Nightly CI runs have flaked\nTestIntegrationAutoCreateTable on this exact deadline since at least\n2026-06-05.\n\n- Raise the default from 5s to 15s and clarify the description.\n- Add an explicit 30s override in TestIntegrationAutoCreateTable so\n  the auto-create round survives slow CI runners.",
          "is_bot": false,
          "headline": "bigquery: raise schema_resolve_timeout default and pin the auto-creat…",
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          "author_login": "squiidz",
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          "body": "* dynamodb_cdc: paginate DescribeStream to discover all shards (CON-485)\n\n  DescribeStream returns at most 100 shards per response and uses\n  LastEvaluatedShardId for continuation. The three call sites in\n  input_cdc.go read only the first page, so on streams with more than\n  ~100 lifetime shards th\n[…]\n accumulating.\n- Treat non-nil-but-empty-string LastEvaluatedShardId as terminal.\n- Detect repeated continuation cursors and abort with a clear error.\n\nTests cover the new cap and all hardening paths.",
          "is_bot": false,
          "headline": "dynamodb_cdc: paginate DescribeStream to discover all shards (#4489)",
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          "body": "* doris: add stream load output",
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          "headline": "doris: add stream load output (#4218)",
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          "author_login": "xylaaaaa",
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          "oid": "acf85c1d28727e499781ec1523afbc84826463ec",
          "body": "For security reasons Claude will only run if the contributor has write access to\nthe repo, if not then it will fail - making it appear that tests failed.\nInstead of failing we should skip the action to make it easier to spot\nhealthy PRs from the list view.",
          "is_bot": false,
          "headline": "ci: skip claude if it won't run due to write access (#4497)",
          "author_name": "Joseph Woodward",
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          "oid": "11dd980fef0f23bf130ee50f8b63dd4fa1942b89",
          "body": "* bigquery: add CDC upsert/upsert_delete write modes\n\nImplements CON-395 on top of the pending-streams branch. Two new\nopt-in write modes layered onto gcp_bigquery_write_api: upsert and\nupsert_delete. Both inject BigQuery's _CHANGE_TYPE pseudo-column\nper row and optionally _CHANGE_SEQUENCE_NUMBER fo\n[…]\n.\n- Replace hand-rolled equalStringSlices with slices.Equal.\n- Rename bigQueryWriteAPIConfig -> bqWriteAPIConfig for consistency\n  with neighbouring bqSchemaField / bqTimePartitioningConfig / bqError.",
          "is_bot": false,
          "headline": "BigQuery: cdc upsert (#4453)",
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          "is_bot": false,
          "headline": "telemetry: adopt shared common-go/telemetry client (#4494)",
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          "headline": "chore: update bundle dependencies for v4.95.0 (#4488)",
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          "headline": "Update changelog for v4.95.0 (#4486)",
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          "body": null,
          "is_bot": false,
          "headline": "deps: bump to Go 1.26.4 to address security fixes (#4483)",
          "author_name": "Joseph Woodward",
          "author_login": "josephwoodward",
          "committed_at": "2026-06-03T14:28:03Z",
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        },
        {
          "oid": "7057e7ce82804b4ebb48f41f645584a1754105b0",
          "body": "During a cooperative rebalance, franz-go invokes OnPartitionsRevoked and\nthen deletes the revoked partitions from its internal uncommitted map. An\nin-flight batch whose ack lands after the revoke handler returns would call\nMarkCommitRecords for the now-unowned partition; franz-go performs no\nownersh\n[…]\nsume\nnormally for the new generation with no shared state to reset.\n\nIncludes unit tests covering the revoke-blocks-commit and\nreassignment-uses-fresh-tracker paths for both readers, plus a race test.",
          "is_bot": false,
          "headline": "kafka: prevent spurious offset commits for revoked partitions",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
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        },
        {
          "oid": "26167f95694f2c61cbd2d66eaa0a87cf13f6607e",
          "body": "https://security.snyk.io/vuln/SNYK-GOLANG-GOOPENTELEMETRYIOOTELBAGGAGE-17054906",
          "is_bot": false,
          "headline": "deps: update otel package to address cve in baggage package (#4470)",
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          "headline": "chore: update bundle dependencies for v4.94.1 (#4467)",
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          "headline": "changelog: bump v4.94.1 (#4466)",
          "author_name": "Joseph Woodward",
          "author_login": "josephwoodward",
          "committed_at": "2026-05-29T16:54:13Z",
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        {
          "oid": "11cd9682c0dbea10b21b3f8a2aae9b4dcb906440",
          "body": "- Drop the oracleNumberToCommon wrapper and call replication.NumberToCommon\n  directly at its two call sites (and in its test), removing pointless\n  indirection now that it has no added behaviour.\n- Reword the CoerceToCommon doc comment to be source-neutral. The helper is\n  generic to the SQL-CDC sources and lives in sqlutil alongside its\n  CanonicaliseDecimal/CanonicaliseBigDecimal siblings; it cannot move into\n  impl/oracledb because replication (imported by oracledb) also depends on it.",
          "is_bot": false,
          "headline": "oracledb,sqlutil: address PR #4465 review feedback",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
          "committed_at": "2026-05-29T15:53:35Z",
          "body_truncated": false,
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        {
          "oid": "e207dec5e06d178140d2ee80c70198e041f5812b",
          "body": "The snapshot (sql.Scan) and streaming (LogMiner redo) paths derived NUMBER\ncolumn types and coerced their values through separate code, which could\ndisagree. Most importantly, an integer-valued decimal arriving from the redo\nlog as a bare numeric literal was converted to an int64 and emitted as a ba\n[…]\nrcion and the streaming path, plus an\nintegration test asserting that snapshot and streaming agree on both the\nyielded schema and the value type for every column, and that decimals are\nalways strings.",
          "is_bot": false,
          "headline": "oracledb: emit CDC decimal values as canonical strings in both modes",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
          "committed_at": "2026-05-29T15:53:35Z",
          "body_truncated": true,
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          "body": "Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: update bundle dependencies for v4.94.0 (#4464)",
          "author_name": "github-actions[bot]",
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          "is_bot": true,
          "headline": "Update changelog for v4.94.0 (#4461)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
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        },
        {
          "oid": "5d2a90a9b205f4de1b34af4f4b13d714a27a9cc0",
          "body": "ecsAvroFromAnyMap registered each record/enum/fixed under both its\nfullname and an unqualified short-name shortcut, with the second\ndeclaration silently overwriting the first when two types in different\nnamespaces shared a short name. An unqualified reference that missed the\nenclosing-namespace pref\n[…]\nspective\n    types.\n  - TestEcsAvroRootShortNameWinsOverNamespacedCollision: root-scope Fee\n    + com.a.Fee, registered in both orders → bare \"Fee\" always resolves\n    to the canonical root-scope Fee.",
          "is_bot": false,
          "headline": "confluent: arbitrate Avro short-name collisions across namespaces",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
          "committed_at": "2026-05-28T19:25:54Z",
          "body_truncated": true,
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        },
        {
          "oid": "618ced9217e975ef414de640bb346472fe620c09",
          "body": "Three review comments on PR #4427 that landed after merge:\n\n- shredder: reject the schema/column mismatch where a Timestamp common\n  reaches an Int32 column. coerceTemporalToNumeric returns int64\n  UnixMilli/Micros/Nanos (~10^12), which the Int32Type arm cast to\n  int32 with no bounds check, silentl\n[…]\niter.go caller to assign the field directly.\n\nNew regression test TestCoerceTemporalInt32OverflowGuard pins the\nInt32 overflow rejection and confirms in-range Date / TimeOfDay\ncoercions still succeed.",
          "is_bot": false,
          "headline": "iceberg: address PR #4427 follow-up review",
          "author_name": "Ashley Jeffs",
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          "oid": "603ec27e7ed79998b473a56b859714b6d16c0516",
          "body": "…ions\n\nKafka Connect / Debezium emit nullable string fields as\n`[{\"type\":\"string\",\"connect.default\":\"\"}, \"null\"]` — an inline-object\nnon-null branch with extension annotations alongside the primitive type\nname, rather than the bare `\"null\",\"string\"` two-string spelling. A\nfield bug report claimed th\n[…]\nr the type-ref dispatcher trips on it.\n\nCovers both branch orderings ([inline, null] and [null, inline]) — the\nformer was the shape from the bug report, the latter is the canonical\nAvro JSON spelling.",
          "is_bot": false,
          "headline": "confluent: regression test for annotated inline-primitive nullable un…",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
          "committed_at": "2026-05-28T19:25:54Z",
          "body_truncated": true,
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        },
        {
          "oid": "cd6411f501926913779046fc8d3bd560ced80bd1",
          "body": "coerceDateForEncode's string path used Go's integer division, which\ntruncates toward zero. For a pre-epoch RFC3339 input with a non-midnight\ncomponent (e.g. \"1969-12-31T23:59:59Z\", Unix = -1) this rounded up to day\n0 (1970-01-01) instead of the correct day -1 (1969-12-31). The time.Time\narm already \n[…]\ngression test covers time.Time and RFC3339 inputs across pre-epoch\nnon-midnight, pre-epoch midnight, epoch, post-epoch non-midnight, and\nbare-date shapes, asserting all paths agree on the floored day.",
          "is_bot": false,
          "headline": "parquet: floor pre-epoch DATE strings instead of truncating",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
          "committed_at": "2026-05-28T19:25:54Z",
          "body_truncated": true,
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        {
          "oid": "ab1b59c652889b48855831012dfbd8524d45c7d7",
          "body": "Polish pass on the Avro JSON metadata parser following local review:\n\n- Implement the Avro spec's namespace-inheritance rule. A name with no\n  dot and no `namespace` field inherits the most-tightly-enclosing\n  namespace; the new ecsAvroAssignFullname helper handles all three\n  spelling forms (dot-in\n[…]\ndot-form names overriding the namespace field, self-reference stubs,\nnames-map immutability after caller mutation, and %w propagation across\nraw / lame union paths and nullable / general-union shapes.",
          "is_bot": false,
          "headline": "confluent: harden Avro name resolution and union error wrapping",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
          "committed_at": "2026-05-28T19:25:54Z",
          "body_truncated": true,
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        {
          "oid": "3ba6c3e6c0203deef78aa948e57e4b28ca1d2f89",
          "body": "The lame-union path -- raw_unions: false on schema_registry_decode, which\nis the documented default -- carried the same bug as the raw path: string\nbranches like \"Fee\" in [\"null\", \"Fee\"] went through ecsAvroTypeToCommon\ndirectly and collapsed to schema.Any, even when \"Fee\" was a previously-\ndefined \n[…]\nchanged;\nonly the inner Common is now correctly populated for name references.\n\nThis closes the same CON-468 bug class for the default-config path that\ncommit 4531c5171 closed for the raw-unions path.",
          "is_bot": false,
          "headline": "confluent: resolve named-type references in lame Avro unions too",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
          "committed_at": "2026-05-28T19:25:54Z",
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                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "131 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 630 resolved dependencies against OSV; 3 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 630
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 3
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 53,
            "inputs": {
              "source": "osv",
              "advisories": 194,
              "affected_packages": 26,
              "assessed_packages": 630,
              "unassessed_packages": 3,
              "affected_by_severity": "critical 3, high 6, moderate 1, unknown 16",
              "direct_affected_packages": 5
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "5 affected: google.golang.org/grpc v1.80.0 (critical 9.1), github.com/docker/docker v28.5.2+incompatible (high 8.8), golang.org/x/crypto v0.53.0 (unknown), +2 more",
                "points": 6.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 5,
                      "packages": "google.golang.org/grpc v1.80.0 (critical 9.1), github.com/docker/docker v28.5.2+incompatible (high 8.8), golang.org/x/crypto v0.53.0 (unknown)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 117 days ago",
                "points": 32.8,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 117
                    }
                  }
                ],
                "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": 630,
              "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": 14
            },
            "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": 90,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.905,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 5978
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "76 of 84 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 76,
                      "sampled": 84
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 87,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile",
                "Taskfile.yml",
                "internal/impl/aws/dynamodb/bench/Taskfile.yaml",
                "internal/impl/aws/s3/bench/read/kafka-connect/Taskfile.yaml",
                "internal/impl/aws/s3/bench/read/redpanda-connect/Taskfile.yaml",
                "internal/impl/aws/s3/bench/write/kafka-connect/Taskfile.yaml",
                "internal/impl/aws/s3/bench/write/redpanda-connect/Taskfile.yaml",
                "internal/impl/iceberg/bench/Taskfile.yaml",
                "internal/impl/iceberg/bench/kafka-connector/Taskfile.yaml",
                "internal/impl/iceberg/e2e/glue/Taskfile.yml",
                "internal/impl/iceberg/e2e/polaris-aws/Taskfile.yml",
                "internal/impl/iceberg/e2e/polaris-azure/Taskfile.yml",
                "internal/impl/mssqlserver/bench/Taskfile.yaml",
                "internal/impl/mysql/bench/Taskfile.yaml",
                "internal/impl/mysql/bench/mysql-read/debezium/Taskfile.yaml",
                "internal/impl/mysql/bench/mysql-read/rpcn/Taskfile.yaml",
                "internal/impl/mysql/bench/mysql-write/jdbc-sink/Taskfile.yaml",
                "internal/impl/mysql/bench/mysql-write/rpcn/Taskfile.yaml",
                "internal/impl/oracledb/bench/Taskfile.yaml",
                "internal/impl/postgresql/bench/Taskfile.yaml",
                "internal/impl/postgresql/bench/kafka-connector/Taskfile.yaml",
                "internal/impl/redpanda/migrator/bench/Taskfile.yml",
                "internal/impl/salesforce/bench/Taskfile.yaml",
                "public/plugin/python/Taskfile.yaml",
                "resources/docker/profiling/Taskfile.yml",
                "resources/docker/redpanda/Taskfile.yml",
                "tools/spanner/Taskfile.yml"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "public/plugin/python/src/redpanda_connect/py.typed"
              ],
              "agent_commit_share": 0.07,
              "toolchain_manifests": [
                "go.mod",
                "internal/impl/redpanda/testdata/uppercase/go.mod",
                "internal/rpcplugin/testdata/catshout/go.mod",
                "public/bundle/enterprise/go.mod",
                "public/bundle/free/go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, Taskfile.yml, internal/impl/aws/dynamodb/bench/Taskfile.yaml, internal/impl/aws/s3/bench/read/kafka-connect/Taskfile.yaml, internal/impl/aws/s3/bench/read/redpanda-connect/Taskfile.yaml, internal/impl/aws/s3/bench/write/kafka-connect/Taskfile.yaml, internal/impl/aws/s3/bench/write/redpanda-connect/Taskfile.yaml, internal/impl/iceberg/bench/Taskfile.yaml, internal/impl/iceberg/bench/kafka-connector/Taskfile.yaml, internal/impl/iceberg/e2e/glue/Taskfile.yml, internal/impl/iceberg/e2e/polaris-aws/Taskfile.yml, internal/impl/iceberg/e2e/polaris-azure/Taskfile.yml, internal/impl/mssqlserver/bench/Taskfile.yaml, internal/impl/mysql/bench/Taskfile.yaml, internal/impl/mysql/bench/mysql-read/debezium/Taskfile.yaml, internal/impl/mysql/bench/mysql-read/rpcn/Taskfile.yaml, internal/impl/mysql/bench/mysql-write/jdbc-sink/Taskfile.yaml, internal/impl/mysql/bench/mysql-write/rpcn/Taskfile.yaml, internal/impl/oracledb/bench/Taskfile.yaml, internal/impl/postgresql/bench/Taskfile.yaml, internal/impl/postgresql/bench/kafka-connector/Taskfile.yaml, internal/impl/redpanda/migrator/bench/Taskfile.yml, internal/impl/salesforce/bench/Taskfile.yaml, public/plugin/python/Taskfile.yaml, resources/docker/profiling/Taskfile.yml, resources/docker/redpanda/Taskfile.yml, tools/spanner/Taskfile.yml",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, Taskfile.yml, internal/impl/aws/dynamodb/bench/Taskfile.yaml, internal/impl/aws/s3/bench/read/kafka-connect/Taskfile.yaml, internal/impl/aws/s3/bench/read/redpanda-connect/Taskfile.yaml, internal/impl/aws/s3/bench/write/kafka-connect/Taskfile.yaml, internal/impl/aws/s3/bench/write/redpanda-connect/Taskfile.yaml, internal/impl/iceberg/bench/Taskfile.yaml, internal/impl/iceberg/bench/kafka-connector/Taskfile.yaml, internal/impl/iceberg/e2e/glue/Taskfile.yml, internal/impl/iceberg/e2e/polaris-aws/Taskfile.yml, internal/impl/iceberg/e2e/polaris-azure/Taskfile.yml, internal/impl/mssqlserver/bench/Taskfile.yaml, internal/impl/mysql/bench/Taskfile.yaml, internal/impl/mysql/bench/mysql-read/debezium/Taskfile.yaml, internal/impl/mysql/bench/mysql-read/rpcn/Taskfile.yaml, internal/impl/mysql/bench/mysql-write/jdbc-sink/Taskfile.yaml, internal/impl/mysql/bench/mysql-write/rpcn/Taskfile.yaml, internal/impl/oracledb/bench/Taskfile.yaml, internal/impl/postgresql/bench/Taskfile.yaml, internal/impl/postgresql/bench/kafka-connector/Taskfile.yaml, internal/impl/redpanda/migrator/bench/Taskfile.yml, internal/impl/salesforce/bench/Taskfile.yaml, public/plugin/python/Taskfile.yaml, resources/docker/profiling/Taskfile.yml, resources/docker/redpanda/Taskfile.yml, tools/spanner/Taskfile.yml"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "public/plugin/python/src/redpanda_connect/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "public/plugin/python/src/redpanda_connect/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "7 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 7,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 109723,
              "source_files_sampled": 1128,
              "oversized_source_files": 3
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "3/1128 source files over 60KB",
                "points": 54.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1128,
                      "oversized": 3
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "excellent",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "example_dirs": [
                "examples",
                "recipes"
              ],
              "has_mcp_signal": true,
              "api_schema_files": [
                "config/test/protobuf/schema/.envelope_.proto",
                "config/test/protobuf/schema/.house_.proto",
                "config/test/protobuf/schema/.person_.proto",
                "config/test/protobuf/schema/envelope.proto",
                "config/test/protobuf/schema/house.proto",
                "config/test/protobuf/schema/person.proto",
                "config/test/protobuf/schema/serde_test.proto",
                "internal/impl/salesforce/salesforcegrpc/proto/pubsub_api.proto",
                "proto/redpanda/api/connect/v1alpha1/status.proto",
                "proto/redpanda/runtime/v1alpha1/agent.proto",
                "proto/redpanda/runtime/v1alpha1/input.proto",
                "proto/redpanda/runtime/v1alpha1/message.proto",
                "proto/redpanda/runtime/v1alpha1/output.proto",
                "proto/redpanda/runtime/v1alpha1/processor.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "config/test/protobuf/schema/.envelope_.proto, config/test/protobuf/schema/.house_.proto, config/test/protobuf/schema/.person_.proto, config/test/protobuf/schema/envelope.proto, config/test/protobuf/schema/house.proto, config/test/protobuf/schema/person.proto, config/test/protobuf/schema/serde_test.proto, internal/impl/salesforce/salesforcegrpc/proto/pubsub_api.proto, proto/redpanda/api/connect/v1alpha1/status.proto, proto/redpanda/runtime/v1alpha1/agent.proto, proto/redpanda/runtime/v1alpha1/input.proto, proto/redpanda/runtime/v1alpha1/message.proto, proto/redpanda/runtime/v1alpha1/output.proto, proto/redpanda/runtime/v1alpha1/processor.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "config/test/protobuf/schema/.envelope_.proto, config/test/protobuf/schema/.house_.proto, config/test/protobuf/schema/.person_.proto, config/test/protobuf/schema/envelope.proto, config/test/protobuf/schema/house.proto, config/test/protobuf/schema/person.proto, config/test/protobuf/schema/serde_test.proto, internal/impl/salesforce/salesforcegrpc/proto/pubsub_api.proto, proto/redpanda/api/connect/v1alpha1/status.proto, proto/redpanda/runtime/v1alpha1/agent.proto, proto/redpanda/runtime/v1alpha1/input.proto, proto/redpanda/runtime/v1alpha1/message.proto, proto/redpanda/runtime/v1alpha1/output.proto, proto/redpanda/runtime/v1alpha1/processor.proto"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, recipes",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, recipes"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Advisory severity resolved for 120 of 190 advisories (lookup cap); the remainder are reported as unknown severity"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T05:01:38.756612Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/redpanda-data/connect.svg",
  "full_name": "redpanda-data/connect",
  "license_state": "custom",
  "license_spdx": null
}

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

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

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