28.4

Adjusted Signal

28.4

Raw Pattern Score

100%

Time Factor

2026-10-22

Last Push

8.0K

Stars

Language

151.0K

Lines of Code

1.2K

Files

941

Pattern Hits

2026-10-31

Scan Date

0.10

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 4.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 98 finding(s).

Hallucinated Dependency & Supply Chain Risk 32.4/100 · MEDIUM

Are imports declared and package/API names verified? 126 finding(s).

Agent Over-Engineering Ratio 62.7/100 · HIGH

Are wrappers, guards, and repeated structures necessary? 717 finding(s).

PR Review Velocity Impact 68.0/100 · HIGH

Which changes need focused human review? 941 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 117HIGH 0MEDIUM 722LOW 102

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 941 distinct pattern matches across 8 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.

Decorative Section Separators717 hits · 2978 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	examples/terraform-ssh-password-example/main.tf	12	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-ssh-password-example/main.tf	15	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-ssh-password-example/main.tf	21	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-ssh-password-example/main.tf	23	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-ssh-password-example/main.tf	44	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-ssh-password-example/main.tf	46	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-ssh-password-example/main.tf	69	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-ssh-password-example/main.tf	71	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-ssh-password-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-ssh-password-example/variables.tf	4	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-ssh-password-example/variables.tf	9	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-ssh-password-example/variables.tf	12	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-ssh-password-example/variables.tf	19	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-ssh-password-example/variables.tf	22	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-gcp-example/main.tf	12	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-gcp-example/main.tf	15	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-gcp-example/main.tf	36	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-gcp-example/main.tf	38	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-gcp-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-gcp-example/variables.tf	4	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-gcp-example/variables.tf	14	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-gcp-example/variables.tf	17	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-gcp-example/variables.tf	19	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-gcp-example/variables.tf	22	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-aws-network-example/main.tf	27	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-aws-network-example/main.tf	30	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-aws-network-example/main.tf	72	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-aws-network-example/main.tf	74	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-aws-network-example/main.tf	94	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-aws-network-example/main.tf	96	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-aws-network-example/main.tf	108	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-aws-network-example/main.tf	110	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-aws-network-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-aws-network-example/variables.tf	4	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-aws-network-example/variables.tf	9	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-aws-network-example/variables.tf	12	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-aws-network-example/variables.tf	29	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-aws-network-example/variables.tf	32	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-aws-dynamodb-example/main.tf	23	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-aws-dynamodb-example/main.tf	25	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-aws-dynamodb-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-aws-dynamodb-example/variables.tf	3	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-aws-dynamodb-example/variables.tf	9	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-aws-dynamodb-example/variables.tf	12	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-asg-scp-example/main.tf	12	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-asg-scp-example/main.tf	15	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-asg-scp-example/main.tf	21	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-asg-scp-example/main.tf	23	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-asg-scp-example/main.tf	46	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-asg-scp-example/main.tf	48	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-asg-scp-example/main.tf	71	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	examples/terraform-asg-scp-example/main.tf	73	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-asg-scp-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-asg-scp-example/variables.tf	4	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-asg-scp-example/variables.tf	9	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-asg-scp-example/variables.tf	12	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-asg-scp-example/variables.tf	19	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-asg-scp-example/variables.tf	22	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-ssh-certificate-example/main.tf	12	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	examples/terraform-ssh-certificate-example/main.tf	15	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
657 more matches not shown…

Hallucination Indicators117 hits · 1170 pts

Severity	File	Line	Snippet	Context
CRITICAL	docs/assets/js/main.js	4	marginLeft:0},function(){return a.getBoundingClientRect().left}):0))+"px":void 0}),n.each({margin:"",padding:"",border:"	CODE
CRITICAL	modules/gcp/discoveryengine.go	142	attrs, err := service.Projects.Locations.Collections.DataStores.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/discoveryengine.go	187	attrs, err := service.Projects.Locations.Collections.Engines.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/discoveryengine.go	232	policy, err := service.Projects.Locations.Collections.Engines.GetIamPolicy(resource).OptionsRequestedPolicyVersion(iamP	CODE
CRITICAL	modules/gcp/discoveryengine.go	277	attrs, err := service.Projects.Locations.Collections.Engines.Assistants.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/discoveryengine.go	367	attrs, err := service.Projects.Locations.Collections.DataStores.Schemas.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/discoveryengine.go	412	attrs, err := service.Projects.Locations.Collections.DataStores.ServingConfigs.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/discoveryengine.go	457	attrs, err := service.Projects.Locations.Collections.DataStores.Controls.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/discoveryengine.go	502	attrs, err := service.Projects.Locations.Collections.DataStores.SiteSearchEngine.TargetSites.Get(name).Context(ctx).Do(	CODE
CRITICAL	modules/gcp/discoveryengine.go	547	attrs, err := service.Projects.Locations.Collections.DataStores.WidgetConfigs.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/migrationcenter.go	312	report, err := service.Projects.Locations.ReportConfigs.Reports.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/migrationcenter.go	356	result, err := service.Projects.Locations.ImportJobs.ImportDataFiles.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/iam.go	140	provider, err := service.Projects.Locations.WorkloadIdentityPools.Providers.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/iam.go	275	attrs, err := service.Locations.WorkforcePools.Providers.Keys.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/iam.go	320	attrs, err := service.Locations.WorkforcePools.Providers.ScimTenants.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/iam.go	365	attrs, err := service.Locations.WorkforcePools.Providers.ScimTenants.Tokens.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/iam.go	412	identity, err := service.Projects.Locations.WorkloadIdentityPools.Namespaces.ManagedIdentities.Get(name).Context(ctx).D	CODE
CRITICAL	modules/gcp/iam.go	459	credential, err := service.Projects.Locations.OauthClients.Credentials.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/vmwareengine.go	93	attrs, err := service.Projects.Locations.PrivateClouds.Clusters.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/vmwareengine.go	138	attrs, err := service.Projects.Locations.PrivateClouds.Subnets.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/vmwareengine.go	183	attrs, err := service.Projects.Locations.PrivateClouds.ExternalAddresses.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/vmwareengine.go	363	attrs, err := service.Projects.Locations.NetworkPolicies.ExternalAccessRules.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/gkehub.go	93	namespace, err := service.Projects.Locations.Scopes.Namespaces.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/gkehub.go	184	result, err := service.Projects.Locations.Memberships.Bindings.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/iap.go	146	result, err := service.Projects.IapTunnel.Locations.DestGroups.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/analyticshub.go	92	listing, err := service.Projects.Locations.DataExchanges.Listings.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/osconfigv2.go	50	result, err := service.Projects.Locations.Global.PolicyOrchestrators.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/netapp.go	271	attrs, err := service.Projects.Locations.Volumes.Snapshots.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/netapp.go	316	attrs, err := service.Projects.Locations.Volumes.Replications.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/netapp.go	361	attrs, err := service.Projects.Locations.Volumes.QuotaRules.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/netapp.go	406	attrs, err := service.Projects.Locations.BackupVaults.Backups.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/servicenetworking.go	118	response, err := service.Services.Projects.Global.Networks.PeeredDnsDomains.List(parent).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/servicenetworking.go	177	controls, err := service.Services.Projects.Global.Networks.GetVpcServiceControls(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/logging.go	234	view, err := service.Projects.Locations.Buckets.Views.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/logging.go	278	link, err := service.Projects.Locations.Buckets.Links.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/logging.go	414	policy, err := service.Projects.Locations.Buckets.Views.GetIamPolicy(name, &logging.GetIamPolicyRequest{	CODE
CRITICAL	modules/gcp/datacatalog.go	92	policyTag, err := service.Projects.Locations.Taxonomies.PolicyTags.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/datacatalog.go	138	result, err := service.Projects.Locations.EntryGroups.Entries.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/datacatalog.go	187	call := service.Projects.Locations.EntryGroups.Entries.Tags.List(parent)	CODE
CRITICAL	modules/gcp/managedkafka.go	93	attrs, err := service.Projects.Locations.Clusters.Topics.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/managedkafka.go	138	attrs, err := service.Projects.Locations.Clusters.Acls.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/managedkafka.go	228	attrs, err := service.Projects.Locations.ConnectClusters.Connectors.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/alloydb.go	139	result, err := service.Projects.Locations.Clusters.Users.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/privateca.go	144	certificate, err := service.Projects.Locations.CaPools.Certificates.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/developerconnect.go	93	attrs, err := service.Projects.Locations.Connections.GitRepositoryLinks.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/biglakedatabase.go	47	result, err := service.Projects.Locations.Catalogs.Databases.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/biglakedatabase.go	91	result, err := service.Projects.Locations.Catalogs.Databases.Tables.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/composer.go	94	result, err := service.Projects.Locations.Environments.UserWorkloadsConfigMaps.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/spanner.go	137	schedule, err := service.Projects.Instances.Databases.BackupSchedules.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/gke.go	92	nodePool, err := service.Projects.Locations.Clusters.NodePools.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/dialogflow.go	145	attrs, err := service.Projects.Locations.Agents.Tools.Versions.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/dialogflow.go	207	result, err := service.Projects.Locations.Agents.Intents.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/dialogflow.go	251	result, err := service.Projects.Locations.Agents.EntityTypes.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/dialogflow.go	295	result, err := service.Projects.Locations.Agents.Flows.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/dialogflow.go	339	result, err := service.Projects.Locations.Agents.Webhooks.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/dialogflow.go	383	result, err := service.Projects.Locations.Agents.Environments.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/dialogflow.go	427	result, err := service.Projects.Locations.Agents.TestCases.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/dialogflow.go	471	result, err := service.Projects.Locations.Agents.Generators.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/dialogflow.go	515	result, err := service.Projects.Locations.Agents.Tools.Get(name).Context(ctx).Do()	CODE
CRITICAL	modules/gcp/dialogflow.go	559	result, err := service.Projects.Locations.Agents.Playbooks.Get(name).Context(ctx).Do()	CODE
57 more matches not shown…

Over-Commented Block79 hits · 79 pts

Severity	File	Line	Snippet	Context
LOW	docs/_config.yml	1	# Welcome to Jekyll!	COMMENT
LOW	docs/scripts/convert_adoc_to_md.sh	1	# Required:	COMMENT
LOW	examples/terraform-ssh-password-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/terraform-gcp-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/terraform-asg-scp-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/terraform-ssh-certificate-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/terraform-remote-exec-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/terraform-redeploy-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	…les/azure/terraform-azure-network-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	…/azure/terraform-azure-postgresql-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	…zure/terraform-azure-loadbalancer-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	…/terraform-azure-recoveryservices-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	…ure/terraform-azure-resourcegroup-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/azure/terraform-azure-aci-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	…e/terraform-azure-availabilityset-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	…amples/azure/terraform-azure-disk-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	…zure/terraform-azure-loganalytics-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	…les/azure/terraform-azure-mysqldb-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	…les/azure/terraform-azure-synapse-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	…s/azure/terraform-azure-frontdoor-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/azure/terraform-azure-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	…re/terraform-azure-container-apps-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	…/azure/terraform-azure-servicebus-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	…azure/terraform-azure-datafactory-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/azure/terraform-azure-acr-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	…les/azure/terraform-azure-monitor-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	…les/azure/terraform-azure-storage-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	…mples/azure/terraform-azure-sqldb-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/azure/terraform-azure-nsg-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/azure/terraform-azure-vm-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	…es/azure/terraform-azure-keyvault-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	…azure/terraform-azure-functionapp-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	…erraform-azure-sqlmanagedinstance-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/terraform-aws-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/terraform-aws-rds-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/terraform-gcp-pubsub-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/terraform-http-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/terraform-packer-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/terraform-ssh-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/helm-basic-example/values.yaml	1	# This chart purposefully does not provide any values, to demonstrate how to test required values.	COMMENT
LOW	examples/terraform-aws-lambda-example/variables.tf	21	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/terraform-aws-ecs-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/terraform-basic-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/helm-dependency-example/values.yaml	1	# This chart purposefully does not provide any values, to demonstrate how to test required values.	COMMENT
LOW	examples/terraform-gcp-ig-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/terraform-aws-ssm-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	examples/terraform-aws-s3-example/variables.tf	1	# ---------------------------------------------------------------------------------------------------------------------	COMMENT
LOW	scripts/check-release-mode.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/check-module-deps.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/check-acyclic-deps.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/release-prep-pin.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/check-siv-placement.sh	1	#!/usr/bin/env bash	COMMENT
LOW	modules/teststructure/validate_struct.go	21	// ValidationOptions represent the configuration for a given validation sweep of a target repo	COMMENT
LOW	modules/teststructure/teststructure.go	61	// directory and terraform.tfstate files. To ensure relative paths work, we copy over the entire root folder to a temp	COMMENT
LOW	modules/teststructure/teststructure.go	81	//	COMMENT
LOW	modules/teststructure/teststructure.go	101	// destRootFolder := os.Getenv("AGENT_TEMPDIRECTORY")	COMMENT
LOW	modules/terraform/format_test.go	61	// Some of our tests execute code that loops over a map to produce output. The problem is that the order of map	COMMENT
LOW	modules/docker/build.go	21	// Set a logger that should be used. See the logger package for more info.	COMMENT
LOW	modules/docker/build.go	41		COMMENT
LOW	modules/core/logger/logger.go	21	// callDepthWrapped is the call depth for functions called through one additional wrapper.	COMMENT
19 more matches not shown…

Verbosity Indicators7 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW⚡	modules/terragrunt/terragrunt_e2e_test.go	32	// Step 1: Plan with exit code (original bug scenario from issue #1609)	COMMENT
LOW⚡	modules/terragrunt/terragrunt_e2e_test.go	40	// Step 2: Apply all modules	COMMENT
LOW⚡	modules/terragrunt/terragrunt_e2e_test.go	47	// Step 3: Plan again - should show no changes (exit code 0)	COMMENT
LOW⚡	modules/terragrunt/terragrunt_e2e_test.go	53	// Step 4: Clean up - Destroy all	COMMENT
LOW⚡	modules/terragrunt/terragrunt_e2e_test.go	77	// Step 1: Generate stack	COMMENT
LOW⚡	modules/terragrunt/terragrunt_e2e_test.go	83	// Step 2: Run stack plan	COMMENT
LOW⚡	modules/terragrunt/terragrunt_e2e_test.go	93	// Step 3: Clean stack	COMMENT

Structural Annotation Overuse7 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW⚡	modules/terragrunt/terragrunt_e2e_test.go	32	// Step 1: Plan with exit code (original bug scenario from issue #1609)	COMMENT
LOW⚡	modules/terragrunt/terragrunt_e2e_test.go	40	// Step 2: Apply all modules	COMMENT
LOW⚡	modules/terragrunt/terragrunt_e2e_test.go	47	// Step 3: Plan again - should show no changes (exit code 0)	COMMENT
LOW⚡	modules/terragrunt/terragrunt_e2e_test.go	53	// Step 4: Clean up - Destroy all	COMMENT
LOW⚡	modules/terragrunt/terragrunt_e2e_test.go	77	// Step 1: Generate stack	COMMENT
LOW⚡	modules/terragrunt/terragrunt_e2e_test.go	83	// Step 2: Run stack plan	COMMENT
LOW⚡	modules/terragrunt/terragrunt_e2e_test.go	93	// Step 3: Clean stack	COMMENT

Fake / Example Data9 hits · 13 pts

Severity	File	Line	Snippet	Context
LOW	modules/terraform/cmd_test.go	44	".lorem ipsum.": "this warning message should shown.",	CODE
LOW⚡	modules/terraform/apply_test.go	83	"lorem ipsum": "lorem ipsum warning",	CODE
LOW⚡	modules/terraform/apply_test.go	91	"lorem ipsum dolor sit amet": "some warning",	CODE
LOW⚡	modules/terraform/apply_test.go	91	"lorem ipsum dolor sit amet": "some warning",	CODE
LOW⚡	modules/terraform/apply_test.go	99	"lorem ipsum": "lorem ipsum warning",	CODE
LOW⚡	modules/terraform/apply_test.go	107	"lorem ipsum": "lorem ipsum warning",	CODE
LOW⚡	modules/k8s/kubectl_test.go	64	- name: dummy-user	CODE
LOW⚡	modules/k8s/kubectl_test.go	66	token: dummy-token	CODE
LOW⚡	modules/k8s/kubectl_test.go	71	user: dummy-user	CODE

Self-Referential Comments3 hits · 10 pts

Severity	File	Line	Snippet	Context
MEDIUM	.golangci.yml	1	# This file is generated from https://github.com/gruntwork-io/terragrunt/blob/main/.golangci.yml	COMMENT
MEDIUM⚡	examples/terraform-gcp-ig-example/main.tf	18	# Create a Regional Managed Instance Group	COMMENT
MEDIUM	examples/terraform-gcp-ig-example/main.tf	33	# Create the Instance Template that will be used to populate the Managed Instance Group.	COMMENT

AI Slop Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	examples/helm-basic-example/templates/service.yaml	6	# These labels are required by helm. You can read more about required labels in the chart best practices guide:	COMMENT
MEDIUM	examples/helm-dependency-example/templates/service.yaml	6	# These labels are required by helm. You can read more about required labels in the chart best practices guide:	COMMENT

gruntwork-io/terratest

Open-Source Code Quality, Security and Technical Debt Review