3.3

Adjusted Signal

3.3

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

12.6K

Stars

Language

2.5M

Lines of Code

14.1K

Files

8.1K

Pattern Hits

2026-10-31

Scan Date

0.01

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 11.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 7095 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.1/100 · LOW

Are imports declared and package/API names verified? 912 finding(s).

Agent Over-Engineering Ratio 0.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 235 finding(s).

PR Review Velocity Impact 16.4/100 · LOW

Which changes need focused human review? 8061 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 66HIGH 23MEDIUM 104LOW 7868

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 8061 distinct pattern matches across 20 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Over-Commented Block6733 hits · 5832 pts

Severity	File	Line	Snippet	Context
LOW	magefile.go	1	// Licensed to Elasticsearch B.V. under one or more contributor	COMMENT
LOW	tools/tools.go	1	// Licensed to Elasticsearch B.V. under one or more contributor	COMMENT
LOW	licenses/ELASTIC-LICENSE-2.0-header.txt	1	// Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one	COMMENT
LOW	licenses/ELASTIC-LICENSE-header.txt	1	// Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one	COMMENT
LOW	licenses/license_header.go	1	// Licensed to Elasticsearch B.V. under one or more contributor	COMMENT
LOW	licenses/license_header.go	21		COMMENT
LOW	licenses/license.go	1	// Licensed to Elasticsearch B.V. under one or more contributor	COMMENT
LOW	licenses/APACHE-LICENSE-2.0-header.txt	1	// Licensed to Elasticsearch B.V. under one or more contributor	COMMENT
LOW	…1780480871-heartbeat-synthetics-apm-crosslink-env.yaml	1	# Kind can be one of:	COMMENT
LOW	…ragments/1791570000-heartbeat-named-secret-stores.yaml	1	# REQUIRED	COMMENT
LOW	…ragments/1791570000-heartbeat-named-secret-stores.yaml	21	description: >	COMMENT
LOW	…nts/1787591085-heartbeat-receiver-scheduler-group.yaml	1	# Kind can be one of:	COMMENT
LOW	…099380-fix-winlogbeat-powershell-parameterbinding.yaml	1	# REQUIRED	COMMENT
LOW	…099380-fix-winlogbeat-powershell-parameterbinding.yaml	41	# If not present is automatically filled by the tooling finding the PR where this changelog fragment has been added.	COMMENT
LOW	…39-fix-lock-inversion-in-the-otel-registry-bridge.yaml	1	# REQUIRED	COMMENT
LOW	…39-fix-lock-inversion-in-the-otel-registry-bridge.yaml	41	# NOTE: the tooling supports backports, so it's able to fill the original PR number instead of the backport PR number.	COMMENT
LOW	…lowed_hosts-to-heartbeat-secret-store-connections.yaml	1	# REQUIRED	COMMENT
LOW	…lowed_hosts-to-heartbeat-secret-store-connections.yaml	41	# NOTE: the tooling supports backports, so it's able to fill the original PR number instead of the backport PR number.	COMMENT
LOW	…/1785500000-filestream-shared-harvester-scheduler.yaml	1	# Kind can be one of:	COMMENT
LOW	…/1785500000-filestream-shared-harvester-scheduler.yaml	21	component: filebeat	COMMENT
LOW	…ents/1782129391-filestream-optimize-file-scanning.yaml	1	# Kind can be one of:	COMMENT
LOW	…og/fragments/1791521396-pgsql-null-column-datarow.yaml	1	# Kind can be one of:	COMMENT
LOW	…log/fragments/1792643522-okta-minimal-scratch-dir.yaml	1	# REQUIRED	COMMENT
LOW	…log/fragments/1792643522-okta-minimal-scratch-dir.yaml	41	# If not present is automatically filled by the tooling finding the PR where this changelog fragment has been added.	COMMENT
LOW	…1784567309-filestream-multiline-timeout-goroutine.yaml	1	# Kind can be one of:	COMMENT
LOW	…ts/1788982248-filestream-cache-directory-listings.yaml	1	# Kind can be one of:	COMMENT
LOW	…ments/1793193287-fix-synthexec-start-failure-leak.yaml	1	# REQUIRED	COMMENT
LOW	…ments/1793193287-fix-synthexec-start-failure-leak.yaml	21	# description:	COMMENT
LOW	…ments/1793193287-fix-synthexec-start-failure-leak.yaml	41	# AUTOMATED	COMMENT
LOW	changelog/fragments/1791837294-update-go-to-1.26.9.yaml	1	# REQUIRED	COMMENT
LOW	changelog/fragments/1791837294-update-go-to-1.26.9.yaml	21	# description:	COMMENT
LOW	changelog/fragments/1791837294-update-go-to-1.26.9.yaml	41	# AUTOMATED	COMMENT
LOW	…s/1783332050-filestream-fd-exhaustion-no-reingest.yaml	1	# Kind can be one of:	COMMENT
LOW	…/fragments/1791967689-linereader-spin-after-close.yaml	1	# REQUIRED	COMMENT
LOW	…/fragments/1791967689-linereader-spin-after-close.yaml	21	# description:	COMMENT
LOW	…/fragments/1791967689-linereader-spin-after-close.yaml	41	# AUTOMATED	COMMENT
LOW	…rve-literal-dotted-keys-in-browser-monitor-params.yaml	1	# REQUIRED	COMMENT
LOW	…rve-literal-dotted-keys-in-browser-monitor-params.yaml	21	# description:	COMMENT
LOW	…rve-literal-dotted-keys-in-browser-monitor-params.yaml	41	# pr: https://github.com/owner/repo/1234	COMMENT
LOW	…gments/1781543752-filestream-park-idle-harvesters.yaml	1	# Kind can be one of:	COMMENT
LOW	…gments/1781543752-filestream-park-idle-harvesters.yaml	21	component: filebeat	COMMENT
LOW	…gments/1787349887-input-cursor-shared-state-store.yaml	1	# Kind can be one of:	COMMENT
LOW	…agments/1792776648-logstash-exporter-fifo-enqueue.yaml	1	# Kind can be one of:	COMMENT
LOW	…305201-update-github.com-apache-thrift-to-v0.25.0.yaml	1	# REQUIRED	COMMENT
LOW	…305201-update-github.com-apache-thrift-to-v0.25.0.yaml	21	# description:	COMMENT
LOW	…305201-update-github.com-apache-thrift-to-v0.25.0.yaml	41	# AUTOMATED	COMMENT
LOW	…7256-fix-malformed-synthetics-runner-log-messages.yaml	1	# REQUIRED	COMMENT
LOW	…7256-fix-malformed-synthetics-runner-log-messages.yaml	21	# description:	COMMENT
LOW	…7256-fix-malformed-synthetics-runner-log-messages.yaml	41	# AUTOMATED	COMMENT
LOW	…og/fragments/1792574798-autoops-es-min-search-vcu.yaml	1	# REQUIRED	COMMENT
LOW	…og/fragments/1792574798-autoops-es-min-search-vcu.yaml	21	# description:	COMMENT
LOW	…og/fragments/1792574798-autoops-es-min-search-vcu.yaml	41	# AUTOMATED	COMMENT
LOW	…ragments/1792532859-bound-osquery-outage-recovery.yaml	1	# REQUIRED	COMMENT
LOW	…ragments/1792532859-bound-osquery-outage-recovery.yaml	21	# description:	COMMENT
LOW	…ragments/1792532859-bound-osquery-outage-recovery.yaml	41	# AUTOMATED	COMMENT
LOW	…e-identically-configured-processors-across-inputs.yaml	1	# REQUIRED	COMMENT
LOW	…e-identically-configured-processors-across-inputs.yaml	21	description: >	COMMENT
LOW	…angelog/fragments/1784889342-remove-system-hostfs.yaml	1	# REQUIRED	COMMENT
LOW	…angelog/fragments/1784889342-remove-system-hostfs.yaml	21	# description:	COMMENT
LOW	…angelog/fragments/1784889342-remove-system-hostfs.yaml	41	# AUTOMATED	COMMENT
6673 more matches not shown…

Hallucination Indicators66 hits · 890 pts

Severity	File	Line	Snippet	Context
CRITICAL	filebeat/module/logstash/log/ingest/pipeline-json.yml	40	ctx.logstash.log.log_event.action.forEach(v -> {	CODE
CRITICAL⚡	…/elasticsearch/server/test/test-json.log-expected.json	997	"at com.carrotsearch.randomizedtesting.rules.StatementAdapter.evaluate(StatementAdapter.java:36) [randomized	CODE
CRITICAL⚡	…/elasticsearch/server/test/test-json.log-expected.json	998	"at com.carrotsearch.randomizedtesting.rules.StatementAdapter.evaluate(StatementAdapter.java:36) [randomized	CODE
CRITICAL⚡	…/elasticsearch/server/test/test-json.log-expected.json	999	"at com.carrotsearch.randomizedtesting.rules.StatementAdapter.evaluate(StatementAdapter.java:36) [randomized	CODE
CRITICAL⚡	…/elasticsearch/server/test/test-json.log-expected.json	1000	"at com.carrotsearch.randomizedtesting.rules.StatementAdapter.evaluate(StatementAdapter.java:36) [randomized	CODE
CRITICAL⚡	…/elasticsearch/server/test/test-json.log-expected.json	1001	"at com.carrotsearch.randomizedtesting.rules.StatementAdapter.evaluate(StatementAdapter.java:36) [randomized	CODE
CRITICAL⚡	…/elasticsearch/server/test/test-json.log-expected.json	1002	"at com.carrotsearch.randomizedtesting.rules.StatementAdapter.evaluate(StatementAdapter.java:36) [randomized	CODE
CRITICAL	…/elasticsearch/server/test/test-json.log-expected.json	1019	"at org.elasticsearch.common.logging.JsonLoggerTests.testJsonInStacktraceMessageIsSplitted(JsonLoggerTests.j	CODE
CRITICAL⚡	…/elasticsearch/server/test/test-json.log-expected.json	1077	"at com.carrotsearch.randomizedtesting.rules.StatementAdapter.evaluate(StatementAdapter.java:36) [randomized	CODE
CRITICAL⚡	…/elasticsearch/server/test/test-json.log-expected.json	1078	"at com.carrotsearch.randomizedtesting.rules.StatementAdapter.evaluate(StatementAdapter.java:36) [randomized	CODE
CRITICAL⚡	…/elasticsearch/server/test/test-json.log-expected.json	1079	"at com.carrotsearch.randomizedtesting.rules.StatementAdapter.evaluate(StatementAdapter.java:36) [randomized	CODE
CRITICAL⚡	…/elasticsearch/server/test/test-json.log-expected.json	1080	"at com.carrotsearch.randomizedtesting.rules.StatementAdapter.evaluate(StatementAdapter.java:36) [randomized	CODE
CRITICAL⚡	…/elasticsearch/server/test/test-json.log-expected.json	1081	"at com.carrotsearch.randomizedtesting.rules.StatementAdapter.evaluate(StatementAdapter.java:36) [randomized	CODE
CRITICAL⚡	…/elasticsearch/server/test/test-json.log-expected.json	1082	"at com.carrotsearch.randomizedtesting.rules.StatementAdapter.evaluate(StatementAdapter.java:36) [randomized	CODE
CRITICAL	…/elasticsearch/server/test/test-json.log-expected.json	1099	"at org.elasticsearch.common.logging.JsonLoggerTests.testStacktrace(JsonLoggerTests.java:125) [test/:?]",	CODE
CRITICAL	…odule/elasticsearch/server/test/test.log-expected.json	247	"message": "path: /_xpack/monitoring/_bulk, params: {system_id=logstash, system_api_version=2, interval=1s}\norg	CODE
CRITICAL	…odule/elasticsearch/server/test/test.log-expected.json	345	"message": "monitoring execution failed\norg.elasticsearch.xpack.monitoring.exporter.ExportException: Exception	CODE
CRITICAL	filebeat/module/apache/access/ingest/pipeline.yml	101	def parts = ctx.apache.access.ssl.protocol.toLowerCase().splitOnToken("v");	CODE
CRITICAL⚡	docs/reference/filebeat/multiline-examples.md	54	at org.elasticsearch.cluster.metadata.IndexNameExpressionResolver.concreteIndices(IndexNameExpressionResolver.java:1	CODE
CRITICAL⚡	docs/reference/filebeat/multiline-examples.md	55	at org.elasticsearch.cluster.metadata.IndexNameExpressionResolver.concreteIndices(IndexNameExpressionResolver.java:7	CODE
CRITICAL⚡	docs/reference/filebeat/multiline-examples.md	56	at org.elasticsearch.action.admin.indices.delete.TransportDeleteIndexAction.checkBlock(TransportDeleteIndexAction.ja	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	233	at org.elasticsearch.cluster.metadata.IndexNameExpressionResolver.concreteIndices(IndexNameExpressionResolver.java:1	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	234	at org.elasticsearch.cluster.metadata.IndexNameExpressionResolver.concreteIndices(IndexNameExpressionResolver.java:7	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	235	at org.elasticsearch.action.admin.indices.delete.TransportDeleteIndexAction.checkBlock(TransportDeleteIndexAction.ja	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	238	at org.elasticsearch.cluster.metadata.IndexNameExpressionResolver.concreteIndices(IndexNameExpressionResolver.java:1	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	239	at org.elasticsearch.cluster.metadata.IndexNameExpressionResolver.concreteIndices(IndexNameExpressionResolver.java:7	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	240	at org.elasticsearch.action.admin.indices.delete.TransportDeleteIndexAction.checkBlock(TransportDeleteIndexAction.ja	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	245	at org.elasticsearch.cluster.metadata.IndexNameExpressionResolver.concreteIndices(IndexNameExpressionResolver.java:1	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	246	at org.elasticsearch.cluster.metadata.IndexNameExpressionResolver.concreteIndices(IndexNameExpressionResolver.java:7	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	247	at org.elasticsearch.action.admin.indices.delete.TransportDeleteIndexAction.checkBlock(TransportDeleteIndexAction.ja	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	251	at org.elasticsearch.cluster.metadata.IndexNameExpressionResolver.concreteIndices(IndexNameExpressionResolver.java:1	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	252	at org.elasticsearch.cluster.metadata.IndexNameExpressionResolver.concreteIndices(IndexNameExpressionResolver.java:7	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	253	at org.elasticsearch.action.admin.indices.delete.TransportDeleteIndexAction.checkBlock(TransportDeleteIndexAction.ja	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	278	<165>1 2003-08-24T05:14:15.000003-07:00 192.0.2.1 myproc 8710 - - at org.elasticsearch.cluster.metadata.IndexNameExp	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	279	<165>1 2003-08-24T05:14:15.000003-07:00 192.0.2.1 myproc 8710 - - at org.elasticsearch.cluster.metadata.IndexNameExp	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	280	<165>1 2003-08-24T05:14:15.000003-07:00 192.0.2.1 myproc 8710 - - at org.elasticsearch.action.admin.indices.delete.T	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	284	<165>1 2003-08-24T05:14:30.000003-07:00 192.0.2.1 myproc 8710 - - at org.elasticsearch.cluster.metadata.IndexNameExp	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	285	<165>1 2003-08-24T05:14:30.000003-07:00 192.0.2.1 myproc 8710 - - at org.elasticsearch.cluster.metadata.IndexNameExp	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	286	<165>1 2003-08-24T05:14:30.000003-07:00 192.0.2.1 myproc 8710 - - at org.elasticsearch.action.admin.indices.delete.T	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	291	at org.elasticsearch.cluster.metadata.IndexNameExpressionResolver.concreteIndices(IndexNameExpressionResolver.java:1	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	292	at org.elasticsearch.cluster.metadata.IndexNameExpressionResolver.concreteIndices(IndexNameExpressionResolver.java:7	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	293	at org.elasticsearch.action.admin.indices.delete.TransportDeleteIndexAction.checkBlock(TransportDeleteIndexAction.ja	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	299	at org.elasticsearch.cluster.metadata.IndexNameExpressionResolver.concreteIndices(IndexNameExpressionResolver.java:1	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	300	at org.elasticsearch.cluster.metadata.IndexNameExpressionResolver.concreteIndices(IndexNameExpressionResolver.java:7	CODE
CRITICAL⚡	libbeat/reader/parser/parser_test.go	301	at org.elasticsearch.action.admin.indices.delete.TransportDeleteIndexAction.checkBlock(TransportDeleteIndexAction.ja	CODE
CRITICAL⚡	libbeat/processors/dissect/dissect_test.go	228	at org.apache.coyote.http11.Http11InputBuffer.parseRequestLine(Http11InputBuffer.java:426)	CODE
CRITICAL⚡	libbeat/processors/dissect/dissect_test.go	229	at org.apache.coyote.http11.Http11Processor.service(Http11Processor.java:687)	CODE
CRITICAL⚡	libbeat/processors/dissect/dissect_test.go	233	at org.apache.tomcat.util.net.SocketProcessorBase.run(SocketProcessorBase.java:49)	CODE
CRITICAL⚡	libbeat/processors/dissect/dissect_test.go	250	at org.apache.coyote.http11.Http11InputBuffer.parseRequestLine(Http11InputBuffer.java:426)	CODE
CRITICAL⚡	libbeat/processors/dissect/dissect_test.go	251	at org.apache.coyote.http11.Http11Processor.service(Http11Processor.java:687)	CODE
CRITICAL⚡	libbeat/processors/dissect/dissect_test.go	255	at org.apache.tomcat.util.net.SocketProcessorBase.run(SocketProcessorBase.java:49)	CODE
CRITICAL⚡	libbeat/processors/dissect/dissect_test.go	307	at org.apache.coyote.http11.Http11InputBuffer.parseRequestLine(Http11InputBuffer.java:426)	CODE
CRITICAL⚡	libbeat/processors/dissect/dissect_test.go	308	at org.apache.coyote.http11.Http11Processor.service(Http11Processor.java:687)	CODE
CRITICAL⚡	libbeat/processors/dissect/dissect_test.go	312	at org.apache.tomcat.util.net.SocketProcessorBase.run(SocketProcessorBase.java:49)	CODE
CRITICAL	libbeat/processors/dissect/testdata/dissect_tests.json	18	"msg": "18-Apr-2018 06:53:20.411 INFO [http-nio-8080-exec-1] org.apache.coyote.http11.Http11Processor.service Error pa	CODE
CRITICAL	libbeat/processors/dissect/testdata/dissect_tests.json	22	"message": "Error parsing HTTP request header\n Note: further occurrences of HTTP header parsing errors will be logge	CODE
CRITICAL	x-pack/filebeat/input/awss3/v2_processor.go	413	event.SetID(fmt.Sprintf("%d-%s-%012d", b.obj.S3.Object.LastModified.UnixNano(), b.hash, offset))	CODE
CRITICAL	…at/module/activemq/log/test/activemq.log-expected.json	73	"activemq.log.stack_trace": "at org.apache.activemq.util.IOExceptionSupport.create(IOExceptionSupport.java:28)[a	CODE
CRITICAL	…filebeat/module/azure/activitylogs/ingest/pipeline.yml	229	for (String key : ctx.azure.activitylogs.identity.claims.keySet()) {	CODE
CRITICAL	…filebeat/module/azure/activitylogs/ingest/pipeline.yml	230	ctx.temp_claims[key.replace('.', '_')] = ctx.azure.activitylogs.identity.claims.get(key);	CODE
6 more matches not shown…

Fake / Example Data673 hits · 512 pts

Severity	File	Line	Snippet	Context
LOW	…search/cluster_stats/_meta/test/cluster_state.710.json	7124	"placeholder": {	CODE
LOW	…sticsearch/index/_meta/test/cluster_state.7.17.27.json	6341	"placeholder" : {	CODE
LOW	docs/reference/filebeat/filebeat-input-httpjson.md	1433	Note that since `request.url` must be a valid URL, if an API returns complete URLs in place of an identifier as in t	CODE
LOW	docs/reference/filebeat/filebeat-input-httpjson.md	1681	Note that since `request.url` must be a valid URL, if an API returns complete URLs in place of an identifier as in t	CODE
LOW⚡	…reference/filebeat/filebeat-module-google_workspace.md	70	var.delegated_account: "user@example.com"	CODE
LOW⚡	…reference/filebeat/filebeat-module-google_workspace.md	74	var.delegated_account: "user@example.com"	CODE
LOW⚡	…reference/filebeat/filebeat-module-google_workspace.md	78	var.delegated_account: "user@example.com"	CODE
LOW⚡	…reference/filebeat/filebeat-module-google_workspace.md	82	var.delegated_account: "user@example.com"	CODE
LOW⚡	…reference/filebeat/filebeat-module-google_workspace.md	86	var.delegated_account: "user@example.com"	CODE
LOW⚡	…reference/filebeat/filebeat-module-google_workspace.md	90	var.delegated_account: "user@example.com"	CODE
LOW	docs/reference/libbeat/config-file-format.md	47	person: {name: "John Doe", age: 34, country: "Canada"}	CODE
LOW	libbeat/processors/dissect/testdata/dissect_tests.json	180	"name": "Jane Doe",	CODE
LOW	…rocessors/add_cloud_metadata/provider_azure_vm_test.go	133	return azcore.AccessToken{Token: "fake_token", ExpiresOn: time.Now().Add(24 * time.Hour)}, nil	CODE
LOW	…processors/add_host_metadata/add_host_metadata_test.go	779	hostname := "placeholder"	CODE
LOW	libbeat/common/match/matcher_bench_test.go	44	var mixedContent = makeContent("mixed", `Lorem ipsum dolor sit amet,	CODE
LOW	libbeat/common/match/matcher_bench_test.go	44	var mixedContent = makeContent("mixed", `Lorem ipsum dolor sit amet,	CODE
LOW	libbeat/common/match/matcher_bench_test.go	60	var logContent = makeContent("simple_log", `23-08-2016 15:10:01 - Lorem ipsum dolor sit amet,	CODE
LOW	libbeat/common/match/matcher_bench_test.go	60	var logContent = makeContent("simple_log", `23-08-2016 15:10:01 - Lorem ipsum dolor sit amet,	CODE
LOW	libbeat/common/match/matcher_bench_test.go	73	var logContent2 = makeContent("simple_log2", `2016-08-23 15:10:01 - DEBUG - Lorem ipsum dolor sit amet,	CODE
LOW	libbeat/common/match/matcher_bench_test.go	73	var logContent2 = makeContent("simple_log2", `2016-08-23 15:10:01 - DEBUG - Lorem ipsum dolor sit amet,	CODE
LOW	libbeat/common/match/matcher_bench_test.go	85	var logContentLevel = makeContent("simple_log_with_level", `DEBUG - 2016-08-23 15:10:01 - Lorem ipsum dolor sit amet,	CODE
LOW	libbeat/common/match/matcher_bench_test.go	85	var logContentLevel = makeContent("simple_log_with_level", `DEBUG - 2016-08-23 15:10:01 - Lorem ipsum dolor sit amet,	CODE
LOW	x-pack/filebeat/input/gcppubsub/testdata/fake.json	6	"client_email": "foo@bar.com",	CODE
LOW	x-pack/filebeat/input/httpjson/config_test.go	509	"client_email": "foo@bar.com",	CODE
LOW	x-pack/filebeat/input/httpjson/config_test.go	524	"client_email": "foo@bar.com",	CODE
LOW	…pack/filebeat/input/httpjson/testdata/credentials.json	5	"client_email": "foo@bar.com",	CODE
LOW	…ilebeat/input/salesforce/live_activity_helpers_test.go	1339	keySalesforceUsername: "user@example.com",	CODE
LOW	…ilebeat/input/salesforce/live_activity_helpers_test.go	1351	assert.Equal(t, "user@example.com", creds.Username)	CODE
LOW	…ilebeat/input/salesforce/live_activity_helpers_test.go	1427	assert.Equal(t, "user@example.com", creds.Username)	CODE
LOW	…ilebeat/input/salesforce/live_activity_helpers_test.go	1438	keySalesforceUsername: "'user@example.com'",	CODE
LOW	…ilebeat/input/salesforce/live_activity_helpers_test.go	1450	assert.Equal(t, "user@example.com", creds.Username)	CODE
LOW	x-pack/filebeat/input/cel/config_test.go	689	"client_email": "foo@bar.com",	CODE
LOW	x-pack/filebeat/input/cel/config_test.go	704	"client_email": "foo@bar.com",	CODE
LOW	x-pack/filebeat/input/cel/testdata/credentials.json	5	"client_email": "foo@bar.com",	CODE
LOW	…dule/o365/audit/test/13-dlp-exchange.log-expected.json	6	"asr@example.org"	CODE
LOW	…dule/o365/audit/test/13-dlp-exchange.log-expected.json	36	"asr@example.org"	CODE
LOW	…dule/o365/audit/test/13-dlp-exchange.log-expected.json	155	"asr@example.org"	CODE
LOW	…dule/o365/audit/test/13-dlp-exchange.log-expected.json	185	"asr@example.org"	CODE
LOW	…dule/o365/audit/test/13-dlp-exchange.log-expected.json	304	"asr@example.org"	CODE
LOW	…dule/o365/audit/test/13-dlp-exchange.log-expected.json	335	"asr@example.org"	CODE
LOW	…dule/o365/audit/test/13-dlp-exchange.log-expected.json	454	"asr@example.org"	CODE
LOW	…dule/o365/audit/test/13-dlp-exchange.log-expected.json	485	"asr@example.org"	CODE
LOW	…dule/o365/audit/test/13-dlp-exchange.log-expected.json	604	"asr@example.org"	CODE
LOW	…dule/o365/audit/test/13-dlp-exchange.log-expected.json	634	"asr@example.org"	CODE
LOW	…ccounts/test/user_accounts-test.json.log-expected.json	40	"source.user.email": "foo@bar.com",	CODE
LOW	…ccounts/test/user_accounts-test.json.log-expected.json	88	"source.user.email": "foo@bar.com",	CODE
LOW	…ccounts/test/user_accounts-test.json.log-expected.json	136	"source.user.email": "foo@bar.com",	CODE
LOW	…ccounts/test/user_accounts-test.json.log-expected.json	184	"source.user.email": "foo@bar.com",	CODE
LOW	…ccounts/test/user_accounts-test.json.log-expected.json	232	"source.user.email": "foo@bar.com",	CODE
LOW	…ccounts/test/user_accounts-test.json.log-expected.json	280	"source.user.email": "foo@bar.com",	CODE
LOW	…ccounts/test/user_accounts-test.json.log-expected.json	328	"source.user.email": "foo@bar.com",	CODE
LOW	…ccounts/test/user_accounts-test.json.log-expected.json	376	"source.user.email": "foo@bar.com",	CODE
LOW	…/admin/test/admin-calendar-test.json.log-expected.json	41	"source.user.email": "foo@bar.com",	CODE
LOW	…/admin/test/admin-calendar-test.json.log-expected.json	90	"source.user.email": "foo@bar.com",	CODE
LOW	…/admin/test/admin-calendar-test.json.log-expected.json	142	"source.user.email": "foo@bar.com",	CODE
LOW	…/admin/test/admin-calendar-test.json.log-expected.json	191	"source.user.email": "foo@bar.com",	CODE
LOW	…/admin/test/admin-calendar-test.json.log-expected.json	240	"source.user.email": "foo@bar.com",	CODE
LOW	…/admin/test/admin-calendar-test.json.log-expected.json	289	"source.user.email": "foo@bar.com",	CODE
LOW	…/admin/test/admin-calendar-test.json.log-expected.json	338	"source.user.email": "foo@bar.com",	CODE
LOW	…/admin/test/admin-calendar-test.json.log-expected.json	391	"source.user.email": "foo@bar.com",	CODE
613 more matches not shown…

Unused Imports170 hits · 170 pts

Severity	File	Line	Context
LOW	metricbeat/module/postgresql/test_postgresql.py	4	CODE
LOW	metricbeat/module/openmetrics/test_openmetrics.py	2	CODE
LOW	metricbeat/module/openmetrics/test_openmetrics.py	3	CODE
LOW	metricbeat/module/docker/test_docker.py	2	CODE
LOW	metricbeat/module/docker/test_docker.py	3	CODE
LOW	metricbeat/module/couchdb/test_couchdb.py	2	CODE
LOW	metricbeat/module/couchdb/test_couchdb.py	3	CODE
LOW	metricbeat/module/vsphere/test_vsphere.py	2	CODE
LOW	metricbeat/module/vsphere/test_vsphere.py	3	CODE
LOW	metricbeat/module/kibana/test_kibana.py	5	CODE
LOW	metricbeat/module/php_fpm/test_phpfpm.py	2	CODE
LOW	metricbeat/module/php_fpm/test_phpfpm.py	3	CODE
LOW	metricbeat/module/logstash/test_logstash.py	3	CODE
LOW	metricbeat/module/logstash/test_logstash.py	5	CODE
LOW	metricbeat/module/logstash/test_logstash.py	6	CODE
LOW	metricbeat/module/redis/test_redis.py	2	CODE
LOW	metricbeat/module/redis/test_redis.py	5	CODE
LOW	metricbeat/module/golang/test_golang.py	2	CODE
LOW	metricbeat/module/golang/test_golang.py	4	CODE
LOW	metricbeat/module/ceph/test_ceph.py	2	CODE
LOW	metricbeat/module/ceph/test_ceph.py	4	CODE
LOW	metricbeat/module/ceph/test_ceph.py	5	CODE
LOW	metricbeat/module/beat/test_beat.py	1	CODE
LOW	metricbeat/module/beat/test_beat.py	4	CODE
LOW	metricbeat/module/beat/test_beat.py	6	CODE
LOW	metricbeat/module/munin/test_munin.py	2	CODE
LOW	metricbeat/module/munin/test_munin.py	3	CODE
LOW	metricbeat/module/jolokia/test_jolokia.py	2	CODE
LOW	metricbeat/module/jolokia/test_jolokia.py	3	CODE
LOW	metricbeat/module/mongodb/test_mongodb.py	2	CODE
LOW	metricbeat/module/mongodb/test_mongodb.py	4	CODE
LOW	metricbeat/module/zookeeper/test_zookeeper.py	2	CODE
LOW	metricbeat/module/zookeeper/test_zookeeper.py	4	CODE
LOW	metricbeat/module/memcached/test_memcached.py	2	CODE
LOW	metricbeat/module/memcached/test_memcached.py	3	CODE
LOW	metricbeat/module/consul/test_consul.py	2	CODE
LOW	metricbeat/module/consul/test_consul.py	4	CODE
LOW	metricbeat/module/http/test_http.py	2	CODE
LOW	metricbeat/module/http/test_http.py	4	CODE
LOW	metricbeat/module/http/test_http.py	5	CODE
LOW	metricbeat/module/kafka/test_kafka.py	2	CODE
LOW	metricbeat/module/kafka/test_kafka.py	3	CODE
LOW	metricbeat/module/aerospike/test_aerospike.py	2	CODE
LOW	metricbeat/module/aerospike/test_aerospike.py	3	CODE
LOW	metricbeat/module/mysql/test_mysql.py	2	CODE
LOW	metricbeat/module/mysql/test_mysql.py	4	CODE
LOW	metricbeat/module/etcd/test_etcd.py	2	CODE
LOW	metricbeat/module/etcd/test_etcd.py	3	CODE
LOW	metricbeat/module/etcd/test_etcd.py	4	CODE
LOW	metricbeat/module/envoyproxy/test_envoyproxy.py	2	CODE
LOW	metricbeat/module/envoyproxy/test_envoyproxy.py	3	CODE
LOW	metricbeat/module/prometheus/test_prometheus.py	2	CODE
LOW	metricbeat/module/prometheus/test_prometheus.py	3	CODE
LOW	metricbeat/module/uwsgi/test_uwsgi.py	3	CODE
LOW	metricbeat/module/uwsgi/test_uwsgi.py	5	CODE
LOW	metricbeat/module/dropwizard/test_dropwizard.py	2	CODE
LOW	metricbeat/module/dropwizard/test_dropwizard.py	3	CODE
LOW	metricbeat/module/apache/test_apache.py	2	CODE
LOW	metricbeat/module/apache/test_apache.py	5	CODE
LOW	metricbeat/module/traefik/test_traefik.py	2	CODE
110 more matches not shown…

Hyper-Verbose Identifiers181 hits · 166 pts

Severity	File	Line	Snippet	Context
LOW	metricbeat/module/ceph/test_ceph.py	69	def get_ceph_mgr_module_config(self, metricset):	CODE
LOW	metricbeat/module/elasticsearch/test_elasticsearch.py	223	def create_ccr_follower_index(self):	CODE
LOW	metricbeat/module/elasticsearch/test_elasticsearch.py	249	def create_enrich_source_index(self):	CODE
LOW	metricbeat/module/elasticsearch/test_elasticsearch.py	274	def create_enrich_ingest_pipeline(self):	CODE
LOW	metricbeat/module/elasticsearch/test_elasticsearch.py	302	def delete_enrich_ingest_pipeline(self):	CODE
LOW	metricbeat/tests/system/test_processors.py	53	def test_dropfields_with_condition(self):	CODE
LOW	metricbeat/tests/system/test_processors.py	90	def test_dropevent_with_condition(self):	CODE
LOW	metricbeat/tests/system/test_processors.py	130	def test_dropevent_with_complex_condition(self):	CODE
LOW	metricbeat/tests/system/test_processors.py	251	def test_contradictory_multiple_actions(self):	CODE
LOW	metricbeat/tests/system/test_cmd.py	127	def test_modules_test_with_module_in_main_config(self):	CODE
LOW	metricbeat/tests/system/test_cmd.py	166	def test_modules_test_filter_no_result(self):	CODE
LOW	metricbeat/tests/system/metricbeat.py	69	def assert_fields_for_platform(self, good_fields: object, written_fields: object):	CODE
LOW	metricbeat/tests/system/metricbeat.py	81	def assert_no_logged_warnings(self, replace=None):	CODE
LOW	metricbeat/tests/system/metricbeat.py	165	def parameterized_with_supported_versions(base_class):	CODE
LOW	metricbeat/tests/system/test_reload.py	96	def test_wrong_module_no_reload(self):	STRING
LOW	filebeat/conftest.py	31	def pytest_collection_modifyitems(config, items):	CODE
LOW⚡	filebeat/tests/system/test_unix.py	19	def test_unix_with_newline_delimiter(self):	CODE
LOW⚡	filebeat/tests/system/test_unix.py	25	def test_unix_with_custom_char_delimiter(self):	CODE
LOW⚡	filebeat/tests/system/test_unix.py	31	def test_unix_with_custom_word_delimiter(self):	CODE
LOW⚡	filebeat/tests/system/test_unix.py	37	def send_events_with_delimiter(self, delimiter):	CODE
LOW	filebeat/tests/system/test_unix.py	77	def test_unix_datagram_socket(self):	STRING
LOW	filebeat/tests/system/test_processors.py	44	def test_dissect_good_tokenizer(self):	CODE
LOW	filebeat/tests/system/test_processors.py	94	def test_dissect_bad_tokenizer(self):	CODE
LOW	filebeat/tests/system/test_processors.py	175	def test_decode_csv_fields_defaults(self):	CODE
LOW	filebeat/tests/system/test_processors.py	200	def test_decode_csv_fields_all_options(self):	CODE
LOW	filebeat/tests/system/test_processors.py	252	def test_javascript_processor_add_host_metadata(self):	CODE
LOW	filebeat/tests/system/test_processors.py	269	def _test_javascript_processor_with_source(self, script_source):	STRING
LOW	filebeat/tests/system/test_processors.py	288	def _init_and_read_test_input(self, input_lines):	STRING
LOW	filebeat/tests/system/test_index_pattern.py	8	def test_export_index_pattern(self):	CODE
LOW	filebeat/tests/system/test_index_pattern.py	21	def test_export_index_pattern_migration(self):	CODE
LOW	filebeat/tests/system/test_setup.py	26	def test_setup_modules_d_config(self):	CODE
LOW	filebeat/tests/system/test_reload_modules.py	72	def test_reload_writes_pipeline(self):	STRING
LOW	filebeat/tests/system/test_reload_modules.py	220	def test_wrong_module_no_reload(self):	STRING
LOW	filebeat/tests/system/test_input.py	17	def test_rotating_close_inactive_larger_write_rate(self):	CODE
LOW	filebeat/tests/system/test_input.py	72	def test_close_inactive_file_removal(self):	CODE
LOW	filebeat/tests/system/test_input.py	115	def test_close_inactive_file_rotation_and_removal(self):	CODE
LOW	filebeat/tests/system/test_input.py	266	def test_input_filter_dropfields(self):	CODE
LOW	filebeat/tests/system/test_input.py	291	def test_input_filter_includefields(self):	CODE
LOW	filebeat/tests/system/test_input.py	316	def test_restart_recursive_glob(self):	CODE
LOW	filebeat/tests/system/test_input.py	354	def test_disable_recursive_glob(self):	CODE
LOW	filebeat/tests/system/test_input.py	374	def test_input_processing_pipeline_disable_host(self):	CODE
LOW	filebeat/tests/system/test_input.py	394	def test_path_based_identity_tracking(self):	CODE
LOW	filebeat/tests/system/test_input.py	424	def test_inode_marker_based_identity_tracking(self):	CODE
LOW	filebeat/tests/system/test_input.py	458	def test_inode_marker_based_identity_tracking_to_path_based(self):	CODE
LOW	filebeat/tests/system/test_input.py	499	def __write_hello_word_to_test_input_file(self, testfile):	CODE
LOW	filebeat/tests/system/test_shutdown.py	103	def test_shutdown_wait_timeout(self, queue_type):	CODE
LOW	filebeat/tests/system/test_syslog.py	56	def test_syslog_with_tcp_invalid_message(self):	STRING
LOW⚡	filebeat/tests/system/test_syslog.py	139	def test_syslog_with_unix_stream(self):	STRING
LOW⚡	filebeat/tests/system/test_syslog.py	149	def test_syslog_with_unix_datagram(self):	STRING
LOW⚡	filebeat/tests/system/test_syslog.py	156	def run_filebeat_and_send_using_socket(self, socket_type, send_over_socket):	STRING
LOW⚡	filebeat/tests/system/test_syslog.py	204	def test_syslog_with_unix_stream_invalid_message(self):	STRING
LOW⚡	filebeat/tests/system/test_syslog.py	214	def test_syslog_with_unix_datagram_invalid_message(self):	STRING
LOW⚡	filebeat/tests/system/test_syslog.py	221	def run_filebeat_and_send_invalid_message_using_socket(self, socket_type, send_over_socket):	STRING
LOW	filebeat/tests/system/test_registrar.py	22	def test_registrar_file_content(self):	CODE
LOW	filebeat/tests/system/test_registrar.py	127	def test_custom_registry_file_location(self):	CODE
LOW	filebeat/tests/system/test_registrar.py	152	def test_registry_file_default_permissions(self):	CODE
LOW	filebeat/tests/system/test_registrar.py	186	def test_registry_file_custom_permissions(self):	CODE
LOW	filebeat/tests/system/test_registrar.py	221	def test_registry_file_update_permissions(self):	CODE
LOW	filebeat/tests/system/test_registrar.py	526	def test_rotating_file_with_restart(self):	CODE
LOW	filebeat/tests/system/test_registrar.py	632	def test_state_after_rotation(self):	CODE
121 more matches not shown…

Self-Referential Comments37 hits · 110 pts

Severity	File	Line	Snippet	Context
MEDIUM	metricbeat/metricbeat.yml	3	# This file is an example configuration file highlighting only the most common	COMMENT
MEDIUM	metricbeat/metricbeat.reference.yml	3	# This file is a full configuration example documenting all non-deprecated	COMMENT
MEDIUM	filebeat/filebeat.reference.yml	3	# This file is a full configuration example documenting all non-deprecated	COMMENT
MEDIUM	filebeat/filebeat.yml	3	# This file is an example configuration file highlighting only the most common	COMMENT
MEDIUM	winlogbeat/winlogbeat.reference.yml	3	# This file is an example configuration file highlighting only the most common	COMMENT
MEDIUM	winlogbeat/winlogbeat.yml	3	# This file is an example configuration file highlighting only the most common	COMMENT
MEDIUM	…ts/docker/elasticsearch_kerberos/scripts/installkdc.sh	81	# Create a link so addprinc.sh is on path	COMMENT
MEDIUM	…vironments/docker/elasticsearch/kerberos/installkdc.sh	72	# Create a link so addprinc.sh is on path	COMMENT
MEDIUM	…/environments/docker/elasticsearch/pki/generate_pki.sh	2	# Create the sha256 fingerprint for the CA certificate	COMMENT
MEDIUM	heartbeat/heartbeat.yml	3	# This file is an example configuration file highlighting only some common options.	COMMENT
MEDIUM	heartbeat/heartbeat.yml	12	# Define a directory from which to load monitor definitions. Definitions take the form	COMMENT
MEDIUM	heartbeat/heartbeat.reference.yml	3	# This file is a full configuration example documenting all non-deprecated	COMMENT
MEDIUM	heartbeat/heartbeat.reference.yml	13	# Define a directory from which to load monitor definitions. Definitions take the form	COMMENT
MEDIUM	heartbeat/heartbeat.reference.yml	74	# Define a directory to load monitor definitions from. Definitions take the form	COMMENT
MEDIUM	heartbeat/heartbeat.docker.yml	1	# Define a directory to load monitor definitions from. Definitions take the form	COMMENT
MEDIUM	packetbeat/packetbeat.yml	3	# This file is an example configuration file highlighting only the most common	COMMENT
MEDIUM	packetbeat/packetbeat.reference.yml	3	# This file is a full configuration example documenting all non-deprecated	COMMENT
MEDIUM	dev-tools/packaging/packages.yml	2	# This file contains the package specifications for both Community Beats and	COMMENT
MEDIUM	x-pack/osquerybeat/dev-tools/packaging/packages.yml	3	# This file contains the package specifications for Osquerybeat.	COMMENT
MEDIUM	x-pack/metricbeat/metricbeat.yml	3	# This file is an example configuration file highlighting only the most common	COMMENT
MEDIUM	x-pack/metricbeat/metricbeat.reference.yml	3	# This file is a full configuration example documenting all non-deprecated	COMMENT
MEDIUM	x-pack/filebeat/filebeat.reference.yml	3	# This file is a full configuration example documenting all non-deprecated	COMMENT
MEDIUM	x-pack/filebeat/filebeat.yml	3	# This file is an example configuration file highlighting only the most common	COMMENT
MEDIUM	x-pack/filebeat/input/netflow/fields_gen.go	138	writeLine(out, "# This file is generated. Do not modify.")	CODE
MEDIUM	x-pack/filebeat/input/netflow/_meta/fields.yml	2	# This file is generated. Do not modify.	COMMENT
MEDIUM	…nput/awscloudwatch/_meta/terraform/.terraform.lock.hcl	1	# This file is maintained automatically by "terraform init".	COMMENT
MEDIUM	…lebeat/input/awss3/_meta/terraform/.terraform.lock.hcl	1	# This file is maintained automatically by "terraform init".	COMMENT
MEDIUM	x-pack/winlogbeat/winlogbeat.reference.yml	3	# This file is an example configuration file highlighting only the most common	COMMENT
MEDIUM	x-pack/winlogbeat/winlogbeat.yml	3	# This file is an example configuration file highlighting only the most common	COMMENT
MEDIUM	x-pack/heartbeat/heartbeat.yml	3	# This file is an example configuration file highlighting only some common options.	COMMENT
MEDIUM	x-pack/heartbeat/heartbeat.yml	12	# Define a directory from which to load monitor definitions. Definitions take the form	COMMENT
MEDIUM	x-pack/heartbeat/heartbeat.reference.yml	3	# This file is a full configuration example documenting all non-deprecated	COMMENT
MEDIUM	x-pack/heartbeat/heartbeat.reference.yml	13	# Define a directory from which to load monitor definitions. Definitions take the form	COMMENT
MEDIUM	x-pack/heartbeat/heartbeat.reference.yml	74	# Define a directory to load monitor definitions from. Definitions take the form	COMMENT
MEDIUM	x-pack/heartbeat/heartbeat.docker.yml	1	# Define a directory to load monitor definitions from. Definitions take the form	COMMENT
MEDIUM	x-pack/packetbeat/packetbeat.yml	3	# This file is an example configuration file highlighting only the most common	COMMENT
MEDIUM	x-pack/packetbeat/packetbeat.reference.yml	3	# This file is a full configuration example documenting all non-deprecated	COMMENT

Decorative Section Separators25 hits · 94 pts

Severity	File	Line	Snippet	Context
MEDIUM	libbeat/otel/otelconsumer/otelconsumer_test.go	659	// ── Beats ES output path ──────────────────────────────────────────	COMMENT
MEDIUM⚡	x-pack/metricbeat/module/azure/azure.go	342	// ├──────────────────────────────────────────┼─────────────┼─────────────	COMMENT
MEDIUM⚡	x-pack/metricbeat/module/azure/azure.go	345	// │◀───────────────────────(5min)────────────┼────────────▶│	COMMENT
MEDIUM⚡	x-pack/metricbeat/module/azure/azure.go	348	// │◀───────────────────────(5min)─────────────────────────▶│	COMMENT
MEDIUM⚡	x-pack/metricbeat/module/azure/azure.go	365	// \|◀───────────────────────(5min)─────────────────────────▶│	COMMENT
MEDIUM⚡	x-pack/metricbeat/module/azure/azure.go	367	// ├────────────────────────────────────────────────────────┼─────────────	COMMENT
MEDIUM⚡	x-pack/metricbeat/module/azure/azure.go	370	// \|◀───────────────────────(5min)─────────────────────────▶│	COMMENT
MEDIUM⚡	x-pack/metricbeat/module/azure/azure.go	373	// │◀───────────────────────(5min)─────────────────────────▶│	COMMENT
MEDIUM⚡	x-pack/metricbeat/module/azure/azure.go	391	// ├──────────────────────────────────────────┼─────────────┼─────────────	COMMENT
MEDIUM⚡	x-pack/metricbeat/module/azure/azure.go	394	// \|◀───────────────────────(60min)────────────────────────▶│	COMMENT
MEDIUM⚡	x-pack/metricbeat/module/azure/azure.go	397	// │◀───────────────────────(PT1H)────────────┼────────────▶│	COMMENT
MEDIUM⚡	x-pack/metricbeat/module/azure/azure.go	417	// ├──────────────────────────────────────────┼─────────────┼──────────────\|	COMMENT
MEDIUM⚡	x-pack/metricbeat/module/azure/azure.go	420	// \|◀───────────────────────(5min)─────────────────────────▶│ \|	COMMENT
MEDIUM⚡	x-pack/metricbeat/module/azure/azure.go	423	// │◀───────────────────────(5min)─────────────────────────▶\| │	COMMENT
MEDIUM	x-pack/heartbeat/hbreceiver/smoke_test.go	31	// ── helpers ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	x-pack/heartbeat/hbreceiver/smoke_test.go	134	// ── HTTP monitor tests ────────────────────────────────────────────────────────	COMMENT
MEDIUM	x-pack/heartbeat/hbreceiver/smoke_test.go	318	// ── TCP monitor tests ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	x-pack/heartbeat/hbreceiver/smoke_test.go	361	// ── ICMP monitor tests ────────────────────────────────────────────────────────	COMMENT
MEDIUM	x-pack/heartbeat/hbreceiver/smoke_test.go	387	// ── Monitor lifecycle tests ───────────────────────────────────────────────────	COMMENT
MEDIUM	x-pack/heartbeat/hbreceiver/smoke_test.go	411	// ── Event field tests ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	x-pack/heartbeat/hbreceiver/smoke_test.go	534	// ── Dynamic config reload tests ───────────────────────────────────────────────	COMMENT
MEDIUM	x-pack/libbeat/common/identityfederation/aws.go	45	// ──────────────────────────────────────────────	COMMENT
MEDIUM	x-pack/libbeat/common/identityfederation/aws.go	47	// ──────────────────────────────────────────────	COMMENT
MEDIUM	x-pack/libbeat/common/identityfederation/aws.go	118	// ──────────────────────────────────────────────	COMMENT
MEDIUM	x-pack/libbeat/common/identityfederation/aws.go	120	// ──────────────────────────────────────────────	COMMENT

Structural Annotation Overuse54 hits · 85 pts

Severity	File	Line	Snippet	Context
LOW	docs/reference/loggingplugin/log-driver-installation.md	22	## Step 1: Install the Elastic Logging Plugin plugin [_step_1_install_the_elastic_logging_plugin_plugin]	COMMENT
LOW	docs/reference/loggingplugin/log-driver-installation.md	62	## Step 2: Configure the Elastic Logging Plugin [_step_2_configure_the_elastic_logging_plugin]	COMMENT
LOW	…ce/metricbeat/metricbeat-installation-configuration.md	51	## Step 1: Install Metricbeat [install]	COMMENT
LOW	…ce/metricbeat/metricbeat-installation-configuration.md	141	## Step 2: Connect to the {{stack}} [set-connection]	COMMENT
LOW	…ce/metricbeat/metricbeat-installation-configuration.md	211	## Step 3: Enable and configure metrics collection modules [enable-modules]	COMMENT
LOW	…ce/metricbeat/metricbeat-installation-configuration.md	315	## Step 4: Set up assets	COMMENT
LOW	…ce/metricbeat/metricbeat-installation-configuration.md	376	## Step 5: Start Metricbeat	COMMENT
LOW	…ce/metricbeat/metricbeat-installation-configuration.md	457	## Step 6: View your data in {{kib}} [view-data]	COMMENT
LOW	docs/reference/filebeat/migrate-to-filestream.md	110	### Step 1: Unique identifiers [step_1]	COMMENT
LOW	docs/reference/filebeat/migrate-to-filestream.md	151	### Step 2: The "take over" mode [step_2]	COMMENT
LOW	docs/reference/filebeat/migrate-to-filestream.md	238	### Step 3: Migrate additional parameters if necessary [step_3]	COMMENT
LOW	docs/reference/filebeat/migrate-to-filestream.md	379	### Step 4: Validating the migration [step_4]	COMMENT
LOW	…erence/filebeat/filebeat-installation-configuration.md	48	## Step 1: Install Filebeat [installation]	COMMENT
LOW	…erence/filebeat/filebeat-installation-configuration.md	136	## Step 2: Connect to the {{stack}} [set-connection]	COMMENT
LOW	…erence/filebeat/filebeat-installation-configuration.md	208	## Step 3: Collect log data [collect-log-data]	COMMENT
LOW	…erence/filebeat/filebeat-installation-configuration.md	341	## Step 4: Set up assets [setup-assets]	COMMENT
LOW	…erence/filebeat/filebeat-installation-configuration.md	412	## Step 5: Start Filebeat [start]	COMMENT
LOW	…erence/filebeat/filebeat-installation-configuration.md	487	## Step 6: View your data in {{kib}} [view-data]	COMMENT
LOW	…ence/auditbeat/auditbeat-installation-configuration.md	45	## Step 1: Install Auditbeat [install]	COMMENT
LOW	…ence/auditbeat/auditbeat-installation-configuration.md	134	## Step 2: Connect to the {{stack}} [set-connection]	COMMENT
LOW	…ence/auditbeat/auditbeat-installation-configuration.md	200	## Step 3: Configure data collection modules [enable-modules]	COMMENT
LOW	…ence/auditbeat/auditbeat-installation-configuration.md	234	## Step 4: Set up assets [setup-assets]	COMMENT
LOW	…ence/auditbeat/auditbeat-installation-configuration.md	295	## Step 5: Start Auditbeat [start]	COMMENT
LOW	…ence/auditbeat/auditbeat-installation-configuration.md	370	## Step 6: View your data in {{kib}} [view-data]	COMMENT
LOW	…ce/winlogbeat/winlogbeat-installation-configuration.md	49	## Step 1: Install Winlogbeat [installation]	COMMENT
LOW	…ce/winlogbeat/winlogbeat-installation-configuration.md	96	## Step 2: Connect to the {{stack}} [set-connection]	COMMENT
LOW	…ce/winlogbeat/winlogbeat-installation-configuration.md	161	## Step 3: Configure Winlogbeat [configuration]	COMMENT
LOW	…ce/winlogbeat/winlogbeat-installation-configuration.md	205	## Step 4: Set up assets [setup-assets]	COMMENT
LOW	…ce/winlogbeat/winlogbeat-installation-configuration.md	230	## Step 5: Start Winlogbeat [start]	COMMENT
LOW	…ce/winlogbeat/winlogbeat-installation-configuration.md	264	## Step 6: View your data in {{kib}} [view-data]	COMMENT
LOW	…ence/heartbeat/heartbeat-installation-configuration.md	49	## Step 1: Install Heartbeat [installation]	COMMENT
LOW	…ence/heartbeat/heartbeat-installation-configuration.md	137	## Step 2: Connect to the {{stack}} [set-connection]	COMMENT
LOW	…ence/heartbeat/heartbeat-installation-configuration.md	207	## Step 3: Configure Heartbeat monitors [configuration]	COMMENT
LOW	…ence/heartbeat/heartbeat-installation-configuration.md	251	## Step 4: Configure the Heartbeat location [configurelocation]	COMMENT
LOW	…ence/heartbeat/heartbeat-installation-configuration.md	287	## Step 5: Set up assets [setup-assets]	COMMENT
LOW	…ence/heartbeat/heartbeat-installation-configuration.md	333	## Step 6: Start Heartbeat [start]	COMMENT
LOW	…ence/heartbeat/heartbeat-installation-configuration.md	406	## Step 7: View your data in {{kib}} [view-data]	COMMENT
LOW	…ce/packetbeat/packetbeat-installation-configuration.md	92	## Step 1: Install Packetbeat [install]	COMMENT
LOW	…ce/packetbeat/packetbeat-installation-configuration.md	176	## Step 2: Connect to the {{stack}} [set-connection]	COMMENT
LOW	…ce/packetbeat/packetbeat-installation-configuration.md	246	## Step 3: Configure sniffing [configuration]	COMMENT
LOW	…ce/packetbeat/packetbeat-installation-configuration.md	372	## Step 4: Set up assets	COMMENT
LOW	…ce/packetbeat/packetbeat-installation-configuration.md	432	## Step 5: Start Packetbeat	COMMENT
LOW	…ce/packetbeat/packetbeat-installation-configuration.md	506	## Step 6: View your data in {{kib}} [view-data]	COMMENT
LOW⚡	libbeat/tests/integration/elasticsearch.go	38	// Step 1: Get the Elasticsearch Admin URL so we can query any index	COMMENT
LOW⚡	libbeat/tests/integration/elasticsearch.go	41	// Step 2: Format the search URL for the `foo` datastream	COMMENT
LOW⚡	libbeat/tests/integration/elasticsearch.go	45	// Step 3: Add query parameters	COMMENT
LOW⚡	libbeat/tests/integration/elasticsearch.go	56	// Step 4: Perform the HTTP GET request using HttpDo	COMMENT
LOW⚡	libbeat/tests/integration/elasticsearch.go	63	// Step 5: Parse the response body to extract events	COMMENT
LOW	libbeat/tests/integration/elasticsearch.go	76	// Step 6: Extract the `message` field from each event and return the messages	COMMENT
LOW	x-pack/libbeat/common/aws/credentials.go	301	// Step 2: Assume the remote role (the user's configured role), using the	COMMENT
LOW	x-pack/libbeat/common/aws/credentials_test.go	108	// Step 1: AssumeRoleWithWebIdentity → Elastic Global Role	COMMENT
LOW	x-pack/libbeat/common/aws/credentials_test.go	127	// Step 2: AssumeRole → customer remote role	COMMENT
LOW	x-pack/libbeat/common/aws/credentials_test.go	204	// Step 1: AssumeRole → Elastic Global Role (IRSA path, no WebIdentity)	COMMENT
LOW	x-pack/libbeat/common/aws/credentials_test.go	223	// Step 2: AssumeRole → customer remote role	COMMENT

Empty Error Handlers13 hits · 65 pts

Severity	File	Line	Snippet	Context
HIGH	metricbeat/module/elasticsearch/test_elasticsearch.py	38	except NotFoundError:	CODE
HIGH	metricbeat/module/elasticsearch/test_elasticsearch.py	47	except NotFoundError:	CODE
HIGH	metricbeat/module/elasticsearch/test_elasticsearch.py	54	except NotFoundError:	CODE
HIGH	filebeat/tests/system/filebeat.py	174	except ValueError: # log file was incomplete, ignore mid writes	CODE
HIGH	filebeat/tests/system/test_modules.py	190	except NotFoundError:	CODE
HIGH	filebeat/tests/system/test_pipeline.py	49	except NotFoundError:	CODE
HIGH	libbeat/tests/system/beat/beat.py	162	except BaseException:	CODE
HIGH	libbeat/tests/system/beat/beat.py	167	except BaseException:	CODE
HIGH	libbeat/tests/system/beat/beat.py	416	except BaseException:	CODE
HIGH	libbeat/tests/system/beat/beat.py	488	except IOError:	CODE
HIGH	libbeat/tests/system/beat/beat.py	587	except IOError:	CODE
HIGH	libbeat/tests/system/beat/beat.py	557	except FileNotFoundError as e:	CODE
HIGH	libbeat/scripts/generate_makefile_doc.py	66	except BaseException:	CODE

Slop Phrases21 hits · 62 pts

Severity	File	Line	Snippet	Context
MEDIUM	metricbeat/metricbeat.reference.yml	1253	# For example, you can use the following processors to keep the fields that	COMMENT
MEDIUM	metricbeat/mb/module/example_test.go	123	// for demonstration purposes.	COMMENT
MEDIUM	filebeat/filebeat.reference.yml	425	# you can use different inputs for various configurations.	COMMENT
MEDIUM	filebeat/filebeat.reference.yml	1581	# For example, you can use the following processors to keep the fields that	COMMENT
MEDIUM	filebeat/filebeat.yml	18	# you can use different inputs for various configurations.	COMMENT
MEDIUM	auditbeat/auditbeat.reference.yml	285	# For example, you can use the following processors to keep the fields that	COMMENT
MEDIUM	winlogbeat/winlogbeat.reference.yml	161	# For example, you can use the following processors to keep the fields that	COMMENT
MEDIUM	heartbeat/heartbeat.reference.yml	405	# For example, you can use the following processors to keep the fields that	COMMENT
MEDIUM	packetbeat/packetbeat.yml	12	# Select the network interface to sniff the data. On Linux, you can use the	COMMENT
MEDIUM	packetbeat/packetbeat.reference.yml	762	# For example, you can use the following processors to keep the fields that	COMMENT
MEDIUM	x-pack/osquerybeat/osquerybeat.reference.yml	366	# For example, you can use the following processors to keep the fields that	COMMENT
MEDIUM	x-pack/metricbeat/metricbeat.reference.yml	1930	# For example, you can use the following processors to keep the fields that	COMMENT
LOW	…module/aws/mtest/scripts/test_cloudwatch_metricset.yml	2	# Please make sure you have EC2 instances running with tags. Then replace aws.yml	COMMENT
MEDIUM	x-pack/filebeat/filebeat.reference.yml	2125	# you can use different inputs for various configurations.	COMMENT
MEDIUM	x-pack/filebeat/filebeat.reference.yml	3530	# For example, you can use the following processors to keep the fields that	COMMENT
MEDIUM	x-pack/filebeat/filebeat.yml	18	# you can use different inputs for various configurations.	COMMENT
MEDIUM	x-pack/auditbeat/auditbeat.reference.yml	349	# For example, you can use the following processors to keep the fields that	COMMENT
MEDIUM	x-pack/winlogbeat/winlogbeat.reference.yml	163	# For example, you can use the following processors to keep the fields that	COMMENT
MEDIUM	x-pack/heartbeat/heartbeat.reference.yml	405	# For example, you can use the following processors to keep the fields that	COMMENT
MEDIUM	x-pack/packetbeat/packetbeat.yml	12	# Select the network interface to sniff the data. On Linux, you can use the	COMMENT
MEDIUM	x-pack/packetbeat/packetbeat.reference.yml	762	# For example, you can use the following processors to keep the fields that	COMMENT

AI Slop Vocabulary19 hits · 56 pts

Severity	File	Line	Snippet	Context
MEDIUM	metricbeat/module/windows/wmi/config.go	107	// while we want to leverage all filtering capabilities	COMMENT
MEDIUM	metricbeat/module/kubernetes/util/kubernetes.go	749	// A metaGen struct implements a MetaGen interface and is designed to utilize the necessary watchers to collect(Generate	COMMENT
MEDIUM	…ditbeat/module/file_integrity/fileinfo_windows_test.go	63	// TestGetObjectSecurityInfoRobustness tests the robust security info functionality	COMMENT
MEDIUM	auditbeat/module/file_integrity/kprobes/path_inotify.go	56	// https://lore.kernel.org/all/20210810151220.285179-5-amir73il@gmail.com/). Essentially this commit adds	COMMENT
MEDIUM	libbeat/publisher/queue/slabqueue/slabqueue_test.go	975	// the target as live events drain. A generous bound keeps this robust on	COMMENT
MEDIUM	…beat/processors/add_cloud_metadata/provider_aws_ec2.go	158	// getTags is a helper to extract EC2 tags. Internally it utilize multiple extraction methods.	COMMENT
MEDIUM	libbeat/outputs/elasticsearch/client_proxy_test.go	133	// This test is less robust than the others: when golang derives proxy settings	COMMENT
MEDIUM	x-pack/metricbeat/module/azure/monitor_service.go	440	// we leverage the modified response interval	COMMENT
MEDIUM	x-pack/metricbeat/module/azure/client_batch.go	241	// we leverage the modified response interval	COMMENT
MEDIUM	…k/metricbeat/module/azure/app_insights/service_test.go	161	// the assertion robust against minor format changes across azcore versions.	COMMENT
MEDIUM	x-pack/metricbeat/module/meraki/reporter.go	47	// we make use of the fact that all the dashboard API responses utilize	COMMENT
MEDIUM	x-pack/filebeat/filebeat.reference.yml	860	# set to leverage this functionality.	COMMENT
MEDIUM	x-pack/filebeat/filebeat.reference.yml	865	# set to leverage this functionality.	COMMENT
MEDIUM	x-pack/filebeat/input/streaming/websocket.go	173	// this allows seamless header creation in formHeader() for the initial connection	COMMENT
MEDIUM	x-pack/filebeat/input/cel/input.go	1021	// more robust, but there is no real consensus and the RFC is not	COMMENT
LOW	…/filebeat/module/cyberarkpas/audit/ingest/pipeline.yml	413	# ... this script can be updated to just create two output lists, one	COMMENT
MEDIUM	x-pack/filebeat/module/fortinet/_meta/config.yml	17	# set to leverage this functionality.	COMMENT
MEDIUM	x-pack/filebeat/module/fortinet/_meta/config.yml	22	# set to leverage this functionality.	COMMENT
MEDIUM	x-pack/winlogbeat/module/wintest/simulate_test.go	133	// a robust indicator that the event has passed through the	COMMENT

Cross-File Repetition7 hits · 35 pts

Severity	File	Snippet	Context
HIGH	metricbeat/tests/system/test_base.py	test that the template can be loaded with `setup --index-management`	STRING
HIGH	filebeat/tests/system/test_base.py	test that the template can be loaded with `setup --index-management`	STRING
HIGH	auditbeat/tests/system/test_base.py	test that the template can be loaded with `setup --index-management`	STRING
HIGH	heartbeat/tests/system/test_base.py	test that the template can be loaded with `setup --index-management`	STRING
HIGH	…cketbeat/tests/system/test_0021_pgsql_send_opetions.py	should not include request and response by default.	STRING
HIGH	packetbeat/tests/system/test_0020_mysql_send_options.py	should not include request and response by default.	STRING
HIGH	packetbeat/tests/system/test_0022_redis_send_options.py	should not include request and response by default.	STRING

Verbosity Indicators14 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	metricbeat/module/kubernetes/util/kubernetes.go	483	// of a single node(e.g. created by pod metricset). In that case, we need to check if we are trying to create a new w	COMMENT
LOW	metricbeat/module/kubernetes/event/event.go	133	// so we need to check if they are valid first	COMMENT
LOW	heartbeat/reload/list.go	125	updateList[hash] = config // We need to check if the runner takes updates	CODE
LOW⚡	libbeat/tests/integration/elasticsearch.go	38	// Step 1: Get the Elasticsearch Admin URL so we can query any index	COMMENT
LOW⚡	libbeat/tests/integration/elasticsearch.go	41	// Step 2: Format the search URL for the `foo` datastream	COMMENT
LOW⚡	libbeat/tests/integration/elasticsearch.go	45	// Step 3: Add query parameters	COMMENT
LOW⚡	libbeat/tests/integration/elasticsearch.go	56	// Step 4: Perform the HTTP GET request using HttpDo	COMMENT
LOW⚡	libbeat/tests/integration/elasticsearch.go	63	// Step 5: Parse the response body to extract events	COMMENT
LOW	libbeat/tests/integration/elasticsearch.go	76	// Step 6: Extract the `message` field from each event and return the messages	COMMENT
LOW	x-pack/libbeat/common/aws/credentials.go	301	// Step 2: Assume the remote role (the user's configured role), using the	COMMENT
LOW	x-pack/libbeat/common/aws/credentials_test.go	108	// Step 1: AssumeRoleWithWebIdentity → Elastic Global Role	COMMENT
LOW	x-pack/libbeat/common/aws/credentials_test.go	127	// Step 2: AssumeRole → customer remote role	COMMENT
LOW	x-pack/libbeat/common/aws/credentials_test.go	204	// Step 1: AssumeRole → Elastic Global Role (IRSA path, no WebIdentity)	COMMENT
LOW	x-pack/libbeat/common/aws/credentials_test.go	223	// Step 2: AssumeRole → customer remote role	COMMENT

Redundant / Tautological Comments14 hits · 19 pts

Severity	File	Line	Snippet	Context
LOW	…ollstats/testing/mongodb/standalone/seed-standalone.sh	34	# Check if docker is available	COMMENT
LOW	metricbeat/module/kafka/_meta/run.sh	7	# Check if KAFKA_ADVERTISED_HOST is set	COMMENT
LOW	metricbeat/module/elasticsearch/test_elasticsearch.py	176	# Check if an ml job already exists	COMMENT
LOW	metricbeat/module/elasticsearch/test_elasticsearch.py	310	# Check if trial is already enabled	COMMENT
LOW	metricbeat/module/elasticsearch/test_elasticsearch.py	324	# Check if basic license is already enabled	COMMENT
LOW	script/config_collector.py	36	# Check if full config exists	STRING
LOW	script/config_collector.py	51	# Check if short config was disabled in fields.yml	STRING
LOW	script/test_apm.sh	12	# Check if a special branch env variable is set	COMMENT
LOW	script/stresstest.sh	76	# Check if the test regex matches any tests	COMMENT
LOW	heartbeat/heartbeat.yml	25	# Set enabled to true (or delete the following line) to enable this monitor	COMMENT
LOW	packetbeat/scripts/create_tcp_protocol.py	64	# Write file to new location	COMMENT
LOW	.buildkite/scripts/docker.sh	30	# Check if we're logged in to Docker Hub	COMMENT
LOW	x-pack/metricbeat/module/ibmmq/test_ibmmq.py	36	# Verify if processors are correctly setup.	COMMENT
LOW	x-pack/heartbeat/heartbeat.yml	25	# Set enabled to true (or delete the following line) to enable this monitor	COMMENT

Deep Nesting17 hits · 17 pts

Severity	File	Line	Context
LOW	metricbeat/module/system/test_system.py	261	CODE
LOW	filebeat/module/auditd/log/ingest/gen-ecs-mappings.py	36	CODE
LOW	filebeat/tests/system/test_shutdown.py	142	CODE
LOW	filebeat/tests/system/filebeat.py	153	CODE
LOW	filebeat/tests/system/test_modules.py	493	CODE
LOW	filebeat/tests/system/test_modules.py	388	CODE
LOW	script/renamed_fields.py	28	CODE
LOW	script/kibana-migration.py	23	CODE
LOW	script/kibana-migration.py	42	CODE
LOW	script/kibana-migration.py	64	CODE
LOW	heartbeat/tests/system/test_autodiscovery.py	16	CODE
LOW	libbeat/tests/system/beat/compose.py	76	CODE
LOW	libbeat/tests/system/beat/beat.py	433	CODE
LOW	libbeat/tests/system/beat/beat.py	514	CODE
LOW	libbeat/tests/system/beat/beat.py	568	CODE
LOW	dev-tools/aggregate_coverage.py	12	CODE
LOW	dev-tools/cmd/dashboards/export_5x_dashboards.py	8	CODE

Magic Placeholder Names3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	docs/reference/serverless/beats.md	47	api_key: "YOUR_API_KEY"	CODE
HIGH	docs/reference/_snippets/aws-privatelink-cloud-id.md	7	api_key: "YOUR_API_KEY"	CODE
HIGH	docs/reference/_snippets/serverless-connect.md	6	api_key: "YOUR_API_KEY" <1>	CODE

TODO Padding5 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	…beat/processors/translate_ldap_attribute/ldap_other.go	28	// TODO: implement automatic authentication for other platforms using kerberos	COMMENT
LOW⚡	…querybeat/ext/osquery-extension/pkg/filters/filters.go	180	// TODO: implement, conversion is not simple	COMMENT
LOW⚡	…querybeat/ext/osquery-extension/pkg/filters/filters.go	183	// TODO: implement? possibly N/A, only works with full text search tables	COMMENT
LOW⚡	…querybeat/ext/osquery-extension/pkg/filters/filters.go	186	// TODO: implement	COMMENT
LOW⚡	…querybeat/ext/osquery-extension/pkg/filters/filters.go	187	return false // TODO: implement	CODE

Dead Code3 hits · 6 pts

Severity	File	Line	Context
MEDIUM	heartbeat/tests/system/test_telemetry.py	22	CODE
MEDIUM	heartbeat/tests/system/test_telemetry.py	27	CODE
MEDIUM	heartbeat/tests/system/test_telemetry.py	28	CODE

Excessive Try-Catch Wrapping5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	libbeat/tests/system/beat/beat.py	220	except Exception as ex:	CODE
MEDIUM	.buildkite/pipeline-scheduler.py	62	print(f"Error: [{e}] when downloading from [{uri}]")	STRING
LOW	x-pack/auditbeat/tests/system/test_system_socket.py	159	except Exception as e:	CODE
LOW	x-pack/auditbeat/tests/system/test_system_socket.py	178	except Exception:	CODE
LOW	x-pack/auditbeat/tests/system/test_system_socket.py	186	except Exception as e:	CODE

Modern Structural Boilerplate1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	metricbeat/module/uwsgi/test_uwsgi.py	10	logger = logging.getLogger(__name__)	CODE

elastic/beats

Open-Source Code Quality, Security and Technical Debt Review