Repository Analysis

Azure/azure-powershell

Microsoft Azure PowerShell

5.3 Low AI signal View on GitHub

Analysis Overview

This report presents the forensic synthetic code analysis of Azure/azure-powershell, a C# project with 4,759 GitHub stars. SynthScan v2.0 examined 17,032,477 lines of code across 52839 source files, recording 73387 pattern matches distributed across 15 syntactic categories. The overall adjusted score of 5.3 places this repository in the Low AI signal band.

The scanner applied 160+ deterministic lexical heuristics, multi-line block detectors, abstract syntax tree depth profilers, and a cross-file Jaccard similarity matrix to construct a statistically normalised synthetic code estimate. All matches are individually weighted by severity coefficient and contextual multiplier before summation, and the resulting headline score is temporally discounted to account for the repository's development history relative to the commercial emergence of large language model coding tooling (November 2022 onward).

5.3
Adjusted Score
5.3
Raw Score
100%
Time Factor
2026-07-14
Last Push
4.8K
Stars
C#
Language
17.0M
Lines of Code
52.8K
Files
73.4K
Pattern Hits
2026-07-14
Scan Date
0.05
HC Hit Rate

What These Metrics Mean

Adjusted Score
Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score
The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor
The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits
Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate
High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files
Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

Longitudinal tracking requires multiple scan runs. Once this repository is re-scanned after new commits land, this chart will visualise how the synthetic code signal evolves over time — enabling you to detect whether AI authorship is growing, stabilising, or being actively corrected by human engineers.

No multi-scan history yet — run the scanner again to build trend data.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 1609HIGH 918MEDIUM 69LOW 70791

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 73387 distinct pattern matches across 15 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. 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 diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Over-Commented Block70709 hits · 66936 pts
SeverityFileLineSnippetContext
LOW…opment-docs/design-guidelines/module-best-practices.md61# Minimum version of the PowerShell engine required by this moduleCOMMENT
LOW…ocs/design-guidelines/should-process-confirm-impact.md61```COMMENT
LOW…ocs/design-guidelines/should-process-confirm-impact.md81/// is being overwritten). By Default, only ShouldProcess will be executed unless useShouldContinue returnsCOMMENT
LOWtools/TestFx/EnvironmentSetupHelper.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/ConnectionStringKeys.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/ConnectionStringKeys.cs21 public const string AZURE_TEST_MODE_ENVKEY = "AZURE_TEST_MODE";COMMENT
LOWtools/TestFx/ConnectionStringKeys.cs41 public const string TenantIdKey = "TenantId";COMMENT
LOWtools/TestFx/ConnectionStringKeys.cs61 public const string ServicePrincipalKey = "ServicePrincipal";COMMENT
LOWtools/TestFx/ConnectionStringKeys.cs81 public const string AADClientIdKey = "AADClientId";COMMENT
LOWtools/TestFx/ConnectionStringKeys.cs101 public const string GraphTokenAudienceUriKey = "GraphTokenAudienceUri";COMMENT
LOWtools/TestFx/ConnectionStringKeys.cs121 public const string GalleryUriKey = "GalleryUri";COMMENT
LOWtools/TestFx/TestRunnerBase.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/SubscriptionInfo.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/TestEnvironment.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/TestEnvironment.cs41COMMENT
LOWtools/TestFx/TestEnvironment.cs61COMMENT
LOWtools/TestFx/TestExecutionHelpers.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/TestConstants.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/PowerShellExtensions.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/RMTestBase.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/ITestRunnerFactory.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/XunitTracingInterceptor.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/TestEnvironmentFactory.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/TokenInfo.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/TestManager.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/TestEndpoints.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/ITestRunner.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/TestModelExtensions.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/TestModelExtensions.cs21 public static class TestModelExtensionsCOMMENT
LOWtools/TestFx/TestModelExtensions.cs61 /// <summary>COMMENT
LOWtools/TestFx/TestUtilities.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/PSCmdletExtensions.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/ConnectionString.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/ExtensionMethods.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/Mocks/MockCommandRuntime.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/Mocks/MockAccessTokenProvider.cs1// ----------------------------------------------------------------------------------COMMENT
LOW…s/TestFx/Mocks/MockCertificateAuthenticationFactory.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/Mocks/MockContext.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/Mocks/MockClientFactory.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/Mocks/MockTokenAuthenticationFactory.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/Mocks/MockPowerShellTokenCacheProvider.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/Mocks/MockAccessToken.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/Properties/AssemblyInfo.cs21// Version information for an assembly consists of the following four values:COMMENT
LOW…der/PermissiveRecordMatcherWithResourceApiExclusion.cs1// ----------------------------------------------------------------------------------COMMENT
LOW…Fx/Recorder/PermissiveRecordMatcherWithApiExclusion.cs1// ---------------------------------------------------------------------------------- COMMENT
LOWtools/TestFx/Recorder/Records.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/Recorder/RecordedFiles.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/Recorder/RecordEntry.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/Recorder/CompactLroEntries.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/Recorder/IRecordMatcher.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/Recorder/AssetNames.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/Recorder/SimpleRecordMatcher.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/Recorder/RecordSanitizer.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/Recorder/FileSystemUtils.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/Recorder/RecorderUtilities.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/Recorder/RequestResponseInfo.cs1// ----------------------------------------------------------------------------------COMMENT
LOWtools/TestFx/Recorder/RecordEntryPack.cs1// ----------------------------------------------------------------------------------COMMENT
LOW…ls/TestFx/DelegatingHandlers/RetryDelegatingHandler.cs1// ----------------------------------------------------------------------------------COMMENT
LOW…ls/TestFx/DelegatingHandlers/RetryDelegatingHandler.cs61 DefaultMaxBackoff,COMMENT
LOW…DelegatingHandlers/ResourceCleanerDelegatingHandler.cs1// ----------------------------------------------------------------------------------COMMENT
70649 more matches not shown…
Hallucination Indicators1609 hits · 16400 pts
SeverityFileLineSnippetContext
CRITICALdocumentation/troubleshoot-module-load.md27Import-Module : The following error occurred while loading the extended type data file: , C:\Program Files\WindowsPowerSCODE
CRITICAL…/development-docs/breakingchange-for-autogen-module.md138[Microsoft.Azure.PowerShell.Cmdlets.Databricks.Runtime.GenericBreakingChangeAttribute("message about the change", "16.0.CODE
CRITICAL…/development-docs/breakingchange-for-autogen-module.md144[Microsoft.Azure.PowerShell.Cmdlets.Databricks.Runtime.CmdletBreakingChangeAttribute("16.0.0", "4.0.0", "2022/05/30", ReCODE
CRITICAL…/development-docs/breakingchange-for-autogen-module.md150[Microsoft.Azure.PowerShell.Cmdlets.Databricks.Runtime.OutputBreakingChangeAttribute("oldtype", "11.0.0", "5.0.0", "2022CODE
CRITICAL…/development-docs/breakingchange-for-autogen-module.md156[Microsoft.Azure.PowerShell.Cmdlets.Databricks.Runtime.ParameterBreakingChangeAttribute("ResourceGroupName", "11.0.0", "CODE
CRITICAL…/development-docs/breakingchange-for-autogen-module.md162[Microsoft.Azure.PowerShell.Cmdlets.Databricks.Runtime.PreviewMessageAttribute("This is a preview version", "2028/06/18"CODE
CRITICAL…eGraph.Management.Sdk/Generated/ResourceGraphClient.cs443 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…ent.Sdk/Generated/DisasterRecoveryConfigsOperations.cs441 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…ent.Sdk/Generated/DisasterRecoveryConfigsOperations.cs1402 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…ent.Sdk/Generated/DisasterRecoveryConfigsOperations.cs2414 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…ServiceBus.Management.Sdk/Generated/RulesOperations.cs555 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL….Sdk/Generated/PrivateEndpointConnectionsOperations.cs432 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…us.Management.Sdk/Generated/SubscriptionsOperations.cs515 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…Management.Sdk/Generated/MigrationConfigsOperations.cs1315 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…erviceBus.Management.Sdk/Generated/TopicsOperations.cs473 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…erviceBus.Management.Sdk/Generated/TopicsOperations.cs1526 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…erviceBus.Management.Sdk/Generated/TopicsOperations.cs2055 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…ceBus.Management.Sdk/Generated/NamespacesOperations.cs867 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…ceBus.Management.Sdk/Generated/NamespacesOperations.cs1128 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…ceBus.Management.Sdk/Generated/NamespacesOperations.cs2075 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…ceBus.Management.Sdk/Generated/NamespacesOperations.cs3064 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…ceBus.Management.Sdk/Generated/NamespacesOperations.cs3270 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…ceBus.Management.Sdk/Generated/NamespacesOperations.cs3507 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…erviceBus.Management.Sdk/Generated/QueuesOperations.cs473 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…erviceBus.Management.Sdk/Generated/QueuesOperations.cs1526 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…erviceBus.Management.Sdk/Generated/QueuesOperations.cs2055 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…anagement.Sdk/Generated/ApiTagDescriptionOperations.cs1069 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…nt.Management.Sdk/Generated/ApiDiagnosticOperations.cs1048 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…nt.Management.Sdk/Generated/ApiDiagnosticOperations.cs1381 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…gement.Sdk/Generated/ApiManagementServiceOperations.cs1116 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…gement.Sdk/Generated/ApiManagementServiceOperations.cs1576 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…gement.Sdk/Generated/ApiManagementServiceOperations.cs1818 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…gement.Sdk/Generated/ApiManagementServiceOperations.cs2059 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…gement.Sdk/Generated/ApiManagementServiceOperations.cs2313 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…gement.Sdk/Generated/ApiManagementServiceOperations.cs2772 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…Management.Management.Sdk/Generated/GroupOperations.cs952 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…Management.Management.Sdk/Generated/GroupOperations.cs1259 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…nagement.Sdk/Generated/ApiOperationPolicyOperations.cs1079 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…nagement.Management.Sdk/Generated/GatewayOperations.cs952 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…nagement.Management.Sdk/Generated/GatewayOperations.cs1259 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…nagement.Management.Sdk/Generated/GatewayOperations.cs2027 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…nagement.Management.Sdk/Generated/GatewayOperations.cs2270 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…ement.Sdk/Generated/OpenIdConnectProviderOperations.cs949 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…ement.Sdk/Generated/OpenIdConnectProviderOperations.cs1255 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…nt.Management.Sdk/Generated/ApiVersionSetOperations.cs964 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…nt.Management.Sdk/Generated/ApiVersionSetOperations.cs1275 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…ent.Management.Sdk/Generated/GlobalSchemaOperations.cs1225 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…Management.Sdk/Generated/IdentityProviderOperations.cs908 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…Management.Sdk/Generated/IdentityProviderOperations.cs1204 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…ement.Management.Sdk/Generated/ApiReleaseOperations.cs1047 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…ement.Management.Sdk/Generated/ApiReleaseOperations.cs1379 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…dk/Generated/GatewayHostnameConfigurationOperations.cs1033 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…agement.Sdk/Generated/AuthorizationServerOperations.cs963 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…agement.Sdk/Generated/AuthorizationServerOperations.cs1274 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…ement.Management.Sdk/Generated/DiagnosticOperations.cs964 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…ement.Management.Sdk/Generated/DiagnosticOperations.cs1275 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL….Management.Sdk/Generated/ApiIssueCommentOperations.cs1143 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…nagement.Sdk/Generated/DelegationSettingsOperations.cs651 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…nagement.Sdk/Generated/DelegationSettingsOperations.cs884 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
CRITICAL…t.Management.Sdk/Generated/PortalRevisionOperations.cs1037 _httpRequest.Content.Headers.ContentType =System.Net.Http.Headers.MediaTypeHeaderValue.Parse("applicatioCODE
1549 more matches not shown…
Synthetic Comment Markers917 hits · 6878 pts
SeverityFileLineSnippetContext
HIGH…oft.Azure.Build.Tasks/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGHtools/StaticAnalysis/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…hecks/InstallerChecks/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGHsrc/ServiceBus/ServiceBus/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…agement/ApiManagement/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…ent.ServiceManagement/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…vTestLabs/DevTestLabs/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…RedisCache/RedisCache/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…otificationHubs/NotificationHubs/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…onitor/Properties/ResourcesForEventCmdlets.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…onitor/Properties/ResourcesForAlertCmdlets.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…or/Properties/ResourcesForAutoscaleCmdlets.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…torageSync/Properties/StorageSyncResources.Designer.cs3// This code was generated by a tool.COMMENT
HIGHsrc/LogicApp/LogicApp/Properties/Resource.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…ices/AnalysisServices/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…sisServices.Dataplane/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGHsrc/KeyVault/KeyVault/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGHsrc/KeyVault/KeyVault.Test/Resource.Designer.cs3// This code was generated by a tool.COMMENT
HIGHsrc/Security/Security/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGHsrc/SignalR/SignalR/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGHsrc/HPCCache/HPCCache/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…ment/AlertsManagement/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…edded/PowerBIEmbedded/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…werBIEmbedded/PowerBI/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…/PowerBIEmbedded.Test/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…c/FrontDoor/FrontDoor/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…gning/ArtifactSigning/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…urces/ResourceManager/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…Resources/ManagementGroups/Common/Resource.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…c/Resources/Resources/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGHsrc/Resources/Tags/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…ources/Resources.Test/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…Factory/DataFactoryV2/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…Factory/DataFactoryV1/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…ner/ManagementPartner/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…teDns/PrivateDns.Test/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…PrivateDns/PrivateDns/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…k/Network.Test/ScenarioTests/VirtualNetworkTapTests.cs17// Warning: This code was generated by a tool.COMMENT
HIGH…Network.Test/ScenarioTests/RouteTableTestsGenerated.cs17// Warning: This code was generated by a tool.COMMENT
HIGH…cenarioTests/ApplicationSecurityGroupTestsGenerated.cs17// Warning: This code was generated by a tool.COMMENT
HIGH…etwork.Test/ScenarioTests/RouteFilterTestsGenerated.cs17// Warning: This code was generated by a tool.COMMENT
HIGH…work/Network.Test/ScenarioTests/NetworkProfileTests.cs17// Warning: This code was generated by a tool.COMMENT
HIGH…twork.Test/ScenarioTests/LoadBalancerTestsGenerated.cs17// Warning: This code was generated by a tool.COMMENT
HIGH…k.Test/ScenarioTests/NetworkInterfaceTestsGenerated.cs17// Warning: This code was generated by a tool.COMMENT
HIGH…est/ScenarioTests/ExpressRouteCircuitTestsGenerated.cs17// Warning: This code was generated by a tool.COMMENT
HIGH…yGroup/RemoveAzureRMApplicationSecurityGroupCommand.cs17// Warning: This code was generated by a tool.COMMENT
HIGH…rityGroup/GetAzureRMApplicationSecurityGroupCommand.cs17// Warning: This code was generated by a tool.COMMENT
HIGH…rityGroup/NewAzureRMApplicationSecurityGroupCommand.cs17// Warning: This code was generated by a tool.COMMENT
HIGH…/Network/Generated/Usage/GetAzureRMUsageListCommand.cs17// Warning: This code was generated by a tool.COMMENT
HIGH…work/Generated/Models/PSExpressRouteCircuitArpTable.cs17// Warning: This code was generated by a tool.COMMENT
HIGH…odels/PSApplicationGatewayFirewallDisabledRuleGroup.cs17// Warning: This code was generated by a tool.COMMENT
HIGH…/Network/Generated/Models/PSFrontendIPConfiguration.cs17// Warning: This code was generated by a tool.COMMENT
HIGH…enerated/Models/PSApplicationGatewayFirewallRuleSet.cs17// Warning: This code was generated by a tool.COMMENT
HIGHsrc/Network/Network/Generated/Models/PSRoute.cs17// Warning: This code was generated by a tool.COMMENT
HIGHsrc/Network/Network/Generated/Models/PSOutboundRule.cs17// Warning: This code was generated by a tool.COMMENT
HIGH…rated/Models/PSIpv6ExpressRouteCircuitPeeringConfig.cs17// Warning: This code was generated by a tool.COMMENT
HIGH…Network/Generated/Models/PSVpnClientRootCertificate.cs17// Warning: This code was generated by a tool.COMMENT
HIGH…k/Network/Generated/Models/PSResourceNavigationLink.cs17// Warning: This code was generated by a tool.COMMENT
HIGH…c/Network/Network/Generated/Models/PSNetworkProfile.cs17// Warning: This code was generated by a tool.COMMENT
HIGHsrc/Network/Network/Generated/Models/PSGatewayRoute.cs17// Warning: This code was generated by a tool.COMMENT
857 more matches not shown…
AI Slop Vocabulary48 hits · 127 pts
SeverityFileLineSnippetContext
MEDIUMtools/TestFx/TestUtilities.cs79 // Temporary connection string parser. We should replace with more robust oneCOMMENT
MEDIUMtools/Mcp/src/services/logger.ts42// need for fileURLToPath and remains robust when transpiled to build/.COMMENT
MEDIUM…nt.Sdk/Generated/Models/RedisLinkedServerProperties.cs37 /// cache among the linked redis caches for seamless Geo Failover experience.COMMENT
MEDIUM…/Generated/Models/RedisLinkedServerCreateProperties.cs37 /// cache among the linked redis caches for seamless Geo Failover experience.COMMENT
MEDIUM…/Generated/Models/RedisLinkedServerCreateProperties.cs80 /// cache among the linked redis caches for seamless Geo Failover experience.COMMENT
MEDIUM…dk/Generated/Models/RedisLinkedServerWithProperties.cs49 /// cache among the linked redis caches for seamless Geo Failover experience.COMMENT
MEDIUM…dk/Generated/Models/RedisLinkedServerWithProperties.cs97 /// cache among the linked redis caches for seamless Geo Failover experience.COMMENT
MEDIUM…/Generated/Models/RedisLinkedServerCreateParameters.cs38 /// cache among the linked redis caches for seamless Geo Failover experience.COMMENT
MEDIUM…/Generated/Models/RedisLinkedServerCreateParameters.cs81 /// cache among the linked redis caches for seamless Geo Failover experience.COMMENT
MEDIUM…ecuritySubAssessmentTests/GetSingleSubAssessments.json60 "ResponseBody": "{\r\n \"value\": [\r\n {\r\n \"type\": \"Microsoft.Security/assessments/subAssessments\"CODE
MEDIUM…ecuritySubAssessmentTests/GetSingleSubAssessments.json120 "ResponseBody": "{\r\n \"value\": [\r\n {\r\n \"type\": \"Microsoft.Security/assessments/subAssessments\"CODE
MEDIUM…s.SecuritySubAssessmentTests/GetAllSubAssessments.json60 "ResponseBody": "{\r\n \"value\": [\r\n {\r\n \"type\": \"Microsoft.Security/assessments/subAssessments\"CODE
MEDIUM…s.SecuritySubAssessmentTests/GetAllSubAssessments.json120 "ResponseBody": "{\r\n \"value\": [\r\n {\r\n \"type\": \"Microsoft.Security/assessments/subAssessments\"CODE
MEDIUM…rioTests.SecurityAlertTests/GetResourceGroupScope.json64 "ResponseBody": "{\r\n \"value\": [\r\n {\r\n \"id\": \"/subscriptions/487bb485-b5b0-471e-9c0d-10717612f8CODE
MEDIUM…/Resources/Models.Authorization/AuthorizationClient.cs208 // https://learn.microsoft.com/en-us/azure/role-based-access-control/elevate-access-global-admin#elevate-accCOMMENT
MEDIUMsrc/Aks/Aks/Commands/NewOrUpdateAgentPoolBase.cs81 [Parameter(Mandatory = false, HelpMessage = "The maximum number or percentage of nodes that are surged during upCODE
MEDIUMsrc/Aks/Aks/Commands/NewOrUpdateAgentPoolBase.cs84 [Parameter(Mandatory = false, HelpMessage = "The maximum number or percentage of nodes that can be simultaneouslCODE
MEDIUM…torest/test/Invoke-AzAcatDownloadReport.Recording.json88 "Content": "{\"complianceReport\":[{\"categoryName\":\"Operational Security\",\"controlFamilyName\":\"Awareness TrCODE
MEDIUM…torest/test/Invoke-AzAcatDownloadReport.Recording.json88 "Content": "{\"complianceReport\":[{\"categoryName\":\"Operational Security\",\"controlFamilyName\":\"Awareness TrCODE
MEDIUM…torest/test/Get-AzAcatControlAssessment.Recording.json48 "Content": "{\"value\":[{\"id\":\"/providers/Microsoft.AppComplianceAutomation/reports/powershell-test-report/snapCODE
MEDIUM…torest/test/Get-AzAcatControlAssessment.Recording.json48 "Content": "{\"value\":[{\"id\":\"/providers/Microsoft.AppComplianceAutomation/reports/powershell-test-report/snapCODE
MEDIUM…torest/test/Get-AzAcatControlAssessment.Recording.json48 "Content": "{\"value\":[{\"id\":\"/providers/Microsoft.AppComplianceAutomation/reports/powershell-test-report/snapCODE
MEDIUM…torest/test/Get-AzAcatControlAssessment.Recording.json48 "Content": "{\"value\":[{\"id\":\"/providers/Microsoft.AppComplianceAutomation/reports/powershell-test-report/snapCODE
MEDIUM…earch.Management.Sdk/Generated/Models/SearchService.cs136 /// utilize API keys for authentication. This cannot be set to true ifCOMMENT
MEDIUM…earch.Management.Sdk/Generated/Models/SearchService.cs332 /// permitted to utilize API keys for authentication. This cannot be set toCOMMENT
MEDIUM…Management.Sdk/Generated/Models/SearchServiceUpdate.cs140 /// utilize API keys for authentication. This cannot be set to true ifCOMMENT
MEDIUM…Management.Sdk/Generated/Models/SearchServiceUpdate.cs354 /// permitted to utilize API keys for authentication. This cannot be set toCOMMENT
MEDIUM…gement.Sdk/Generated/Models/SearchServiceProperties.cs104 /// utilize API keys for authentication. This cannot be set to true ifCOMMENT
MEDIUM…gement.Sdk/Generated/Models/SearchServiceProperties.cs280 /// permitted to utilize API keys for authentication. This cannot be set toCOMMENT
LOWsrc/Ssh/Ssh.Helpers/Compute/Models/ImageReference.cs52 /// for deployment, to use &#39;latest&#39; version of gallery image, just setCOMMENT
MEDIUM…t/test/New-AzSelfHelpSimplifiedSolution.Recording.json38 "Content": "{\"id\":\"/subscriptions/6bded6d5-a6af-43e1-96d3-bf71f6f5f8ba/resourcegroups/sm1dxne74h/providers/MicrCODE
MEDIUM…t/test/New-AzSelfHelpSimplifiedSolution.Recording.json126 "Content": "{\"id\":\"/subscriptions/6bded6d5-a6af-43e1-96d3-bf71f6f5f8ba/resourcegroups/sm1dxne74h/providers/MicrCODE
MEDIUM…t/test/Get-AzSelfHelpSimplifiedSolution.Recording.json38 "Content": "{\"id\":\"/subscriptions/6bded6d5-a6af-43e1-96d3-bf71f6f5f8ba/resourcegroups/sm1dxne74h/providers/MicrCODE
MEDIUM…t/test/Get-AzSelfHelpSimplifiedSolution.Recording.json126 "Content": "{\"id\":\"/subscriptions/6bded6d5-a6af-43e1-96d3-bf71f6f5f8ba/resourcegroups/sm1dxne74h/providers/MicrCODE
MEDIUM…t/test/Get-AzSelfHelpSimplifiedSolution.Recording.json170 "Content": "{\"id\":\"/subscriptions/6bded6d5-a6af-43e1-96d3-bf71f6f5f8ba/resourcegroups/sm1dxne74h/providers/MicrCODE
MEDIUM…/Generated/Models/DefaultVirtualMachineScaleSetInfo.cs12 /// seamless migration without downtime of the VMs via theCOMMENT
MEDIUM…/Generated/Models/DefaultVirtualMachineScaleSetInfo.cs35 /// moved to upon triggering a seamless migration via theCOMMENT
MEDIUM…/Generated/Models/DefaultVirtualMachineScaleSetInfo.cs62 /// will be moved to upon triggering a seamless migration via theCOMMENT
MEDIUM…enerated/Models/VirtualMachineScaleSetMigrationInfo.cs29 /// seamless migration without downtime of the VMs via theCOMMENT
MEDIUM…enerated/Models/VirtualMachineScaleSetMigrationInfo.cs52 /// triggering a seamless migration without downtime of the VMs via theCOMMENT
LOW…pute.Management.Sdk/Generated/Models/ImageReference.cs52 /// for deployment, to use &#39;latest&#39; version of gallery image, just setCOMMENT
MEDIUM…orest/test/deployment-templates/metadata/template.json196 "serializedData": "{\"version\":\"Notebook/1.0\",\"items\":[{\"type\":9,\"content\":{\"version\":\"KqlPaCODE
MEDIUM…ervices.Backup.Models/Properties/Resources.Designer.cs1714 /// Looks up a localized string similar to The disks of the managed VM will be restored as unmanaged since TarCOMMENT
MEDIUM…ry.Management.Sdk/Generated/Models/InnerHealthError.cs15 /// inner health errors and all API consumers can utilize this in the sameCOMMENT
MEDIUM…ecovery.Management.Sdk/Generated/Models/HealthError.cs31 /// and all API consumers can utilize this in the same fashion as ExceptionCOMMENT
MEDIUM…ecovery.Management.Sdk/Generated/Models/HealthError.cs108 /// inner health errors and all API consumers can utilize this in the sameCOMMENT
MEDIUM…SqlDatabaseBackupShortTermRetentionPolicyCmdletBase.cs135 /// Ideally this would utilize Microsoft.Azure.Management.Internal.Resources.Utilities.Models.ResourceIdentifierCOMMENT
MEDIUM…ckup/Cmdlet/AzureSqlManagedDatabaseBackupCmdletBase.cs147 /// Ideally this would utilize Microsoft.Azure.Management.Internal.Resources.Utilities.Models.ResourceIdentifierCOMMENT
Fake / Example Data48 hits · 48 pts
SeverityFileLineSnippetContext
LOW…entation/migration-guides/Az.12.0.0-migration-guide.md2538New-AzSupportTicket -Name "test1" -Title "Test" -Description "Test" -Severity "minimal" -ProblemClassificationId "/proviCODE
LOW…entation/migration-guides/Az.12.0.0-migration-guide.md2540New-AzSupportTicket -Name "test1" -Title "Test" -Description "Test" -Severity "minimal" -ProblemClassificationId "/proviCODE
LOW…entation/migration-guides/Az.12.0.0-migration-guide.md2569New-AzSupportTicket -Name "test1" -AdvancedDiagnosticConsent "Yes" -ContactDetailCountry "USA" -ContactDetailFirstName "CODE
LOW…entation/migration-guides/Az.12.0.0-migration-guide.md2571New-AzSupportTicket -Name "test1" -AdvancedDiagnosticConsent "Yes" -ContactDetailCountry "USA" -ContactDetailFirstName "CODE
LOWtools/TestFx/Mocks/MockClientFactory.cs178 SubscriptionCloudCredentials creds = new TokenCloudCredentials(subscription.Id.ToString(), "fake_token");CODE
LOWtools/Mcp/src/services/utils.ts20 name: 'John Doe',CODE
LOW…ud/help/New-AzSpringCloudGitPatternRepositoryObject.md29New-AzSpringCloudGitPatternRepositoryObject -Name fake -Uri "https://github.com/fake-user/fake-repository"CODE
LOW…zSpringCloudConfigurationServiceGitRepositoryObject.md29New-AzSpringCloudConfigurationServiceGitRepositoryObject -Name fake -Label master -Uri "https://github.com/fake-user/fakCODE
LOW…st/docs/New-AzSpringCloudGitPatternRepositoryObject.md29New-AzSpringCloudGitPatternRepositoryObject -Name fake -Uri "https://github.com/fake-user/fake-repository"CODE
LOW…zSpringCloudConfigurationServiceGitRepositoryObject.md28New-AzSpringCloudConfigurationServiceGitRepositoryObject -Name fake -Label master -Uri "https://github.com/fake-user/fakCODE
LOW…xamples/New-AzSpringCloudGitPatternRepositoryObject.md3New-AzSpringCloudGitPatternRepositoryObject -Name fake -Uri "https://github.com/fake-user/fake-repository"CODE
LOW…zSpringCloudConfigurationServiceGitRepositoryObject.md3New-AzSpringCloudConfigurationServiceGitRepositoryObject -Name fake -Label master -Uri "https://github.com/fake-user/fakCODE
LOW…onfluent/Confluent/help/New-AzConfluentOrganization.md48New-AzConfluentOrganization -ResourceGroupName azure-rg-test -Name confluentorg-02-pwsh -Location eastus -OfferDetailId CODE
LOW…Confluent.Autorest/docs/New-AzConfluentOrganization.md48New-AzConfluentOrganization -ResourceGroupName azure-rg-test -Name confluentorg-02-pwsh -Location eastus -OfferDetailId CODE
LOW…luent.Autorest/examples/New-AzConfluentOrganization.md3New-AzConfluentOrganization -ResourceGroupName azure-rg-test -Name confluentorg-02-pwsh -Location eastus -OfferDetailId CODE
LOWsrc/Monitor/Monitor/help/New-AzActionGroup.md70 "emailAddress": "user@example.com",CODE
LOW…Monitor/ActionGroup.Autorest/docs/New-AzActionGroup.md70 "emailAddress": "user@example.com",CODE
LOW…tor/ActionGroup.Autorest/examples/New-AzActionGroup.md15 "emailAddress": "user@example.com",CODE
LOW…ault.Test/UnitTests/NewAzureKeyVaultSoftDeleteTests.cs101 new Microsoft.Rest.TokenCredentials("fake-token"),CODE
LOWsrc/Resources/Resources/help/New-AzADGroupOwner.md27$userId = (Get-AzADUser -DisplayName "John Doe").IdCODE
LOW…/Resources/MSGraph.Autorest/docs/New-AzADGroupOwner.md27$userId = (Get-AzADUser -DisplayName "John Doe").IdCODE
LOW…ources/MSGraph.Autorest/examples/New-AzADGroupOwner.md3$userId = (Get-AzADUser -DisplayName "John Doe").IdCODE
LOW…sfer/DataTransfer/help/New-AzDataTransferConnection.md146New-AzDataTransferConnection -ResourceGroupName ResourceGroup01 -Name Connection03 -PipelineName Pipeline01 -Location "ECODE
LOW…sfer/DataTransfer/help/New-AzDataTransferConnection.md146New-AzDataTransferConnection -ResourceGroupName ResourceGroup01 -Name Connection03 -PipelineName Pipeline01 -Location "ECODE
LOW…Transfer.Autorest/docs/New-AzDataTransferConnection.md145New-AzDataTransferConnection -ResourceGroupName ResourceGroup01 -Name Connection03 -PipelineName Pipeline01 -Location "ECODE
LOW…Transfer.Autorest/docs/New-AzDataTransferConnection.md145New-AzDataTransferConnection -ResourceGroupName ResourceGroup01 -Name Connection03 -PipelineName Pipeline01 -Location "ECODE
LOW…sfer.Autorest/examples/New-AzDataTransferConnection.md102New-AzDataTransferConnection -ResourceGroupName ResourceGroup01 -Name Connection03 -PipelineName Pipeline01 -Location "ECODE
LOW…sfer.Autorest/examples/New-AzDataTransferConnection.md102New-AzDataTransferConnection -ResourceGroupName ResourceGroup01 -Name Connection03 -PipelineName Pipeline01 -Location "ECODE
LOWsrc/Support/Support.Autorest/test/env.json31 "ContactDetailPrimaryEmailAddress": "test@test.com",CODE
LOWsrc/Support/Support.Autorest/test/localEnv.json27 "ContactDetailPrimaryEmailAddress": "test@test.com"CODE
LOW…c/Support/Support.Autorest/docs/New-AzSupportTicket.md50New-AzSupportTicket -Name "test12345678" -AdvancedDiagnosticConsent "no" -ContactDetailPrimaryEmailAddress "test@test.coCODE
LOW…c/Support/Support.Autorest/docs/New-AzSupportTicket.md105New-AzSupportTicket -Name "test_ticket_1234" -AdvancedDiagnosticConsent "Yes" -ContactDetailCountry "USA" -ContactDetailCODE
LOW…c/Support/Support.Autorest/docs/New-AzSupportTicket.md164New-AzSupportTicket -Name "testticket12345" -AdvancedDiagnosticConsent "Yes" -ContactDetailCountry "USA" -ContactDetailFCODE
LOW…rt/Support.Autorest/docs/New-AzSupportCommunication.md28 New-AzSupportCommunication -Name "test123" -SupportTicketName "test12345678" -Body "this is a test message from PS" -SuCODE
LOW…rt.Autorest/docs/New-AzSupportTicketsNoSubscription.md43New-AzSupportTicketsNoSubscription -SupportTicketName "test12345678" -AdvancedDiagnosticConsent "no" -ContactDetailPrimaCODE
LOW…pport/Support.Autorest/examples/New-AzSupportTicket.md3New-AzSupportTicket -Name "test12345678" -AdvancedDiagnosticConsent "no" -ContactDetailPrimaryEmailAddress "test@test.coCODE
LOW…pport/Support.Autorest/examples/New-AzSupportTicket.md59New-AzSupportTicket -Name "test_ticket_1234" -AdvancedDiagnosticConsent "Yes" -ContactDetailCountry "USA" -ContactDetailCODE
LOW…pport/Support.Autorest/examples/New-AzSupportTicket.md118New-AzSupportTicket -Name "testticket12345" -AdvancedDiagnosticConsent "Yes" -ContactDetailCountry "USA" -ContactDetailFCODE
LOW…upport.Autorest/examples/New-AzSupportCommunication.md3 New-AzSupportCommunication -Name "test123" -SupportTicketName "test12345678" -Body "this is a test message from PS" -SuCODE
LOW…utorest/examples/New-AzSupportTicketsNoSubscription.md3New-AzSupportTicketsNoSubscription -SupportTicketName "test12345678" -AdvancedDiagnosticConsent "no" -ContactDetailPrimaCODE
LOWsrc/Support/Support/help/New-AzSupportTicket.md49New-AzSupportTicket -Name "test12345678" -AdvancedDiagnosticConsent "no" -ContactDetailPrimaryEmailAddress "test@test.coCODE
LOWsrc/Support/Support/help/New-AzSupportTicket.md104New-AzSupportTicket -Name "test_ticket_1234" -AdvancedDiagnosticConsent "Yes" -ContactDetailCountry "USA" -ContactDetailCODE
LOWsrc/Support/Support/help/New-AzSupportTicket.md163New-AzSupportTicket -Name "testticket12345" -AdvancedDiagnosticConsent "Yes" -ContactDetailCountry "USA" -ContactDetailFCODE
LOWsrc/Support/Support/help/New-AzSupportCommunication.md28New-AzSupportCommunication -Name "test123" -SupportTicketName "test12345678" -Body "this is a test message from PS" -SubCODE
LOW…ort/Support/help/New-AzSupportTicketsNoSubscription.md43New-AzSupportTicketsNoSubscription -SupportTicketName "test12345678" -AdvancedDiagnosticConsent "no" -ContactDetailPrimaCODE
LOWsrc/Site/Site.Autorest/docs/New-AzSite.md44New-AzSite -SiteName "mysite-002" -ResourceGroupName "rg-sites" -SubscriptionId "12345678-1234-1234-1234-123456789012" -CODE
LOWsrc/Site/Site.Autorest/examples/New-AzSite.md16New-AzSite -SiteName "mysite-002" -ResourceGroupName "rg-sites" -SubscriptionId "12345678-1234-1234-1234-123456789012" -CODE
LOWsrc/Site/Site/help/New-AzSite.md44New-AzSite -SiteName "mysite-002" -ResourceGroupName "rg-sites" -SubscriptionId "12345678-1234-1234-1234-123456789012" -CODE
Structural Annotation Overuse19 hits · 28 pts
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LOW…cumentation/development-docs/using-config-framework.md24### Step 1: Define the ConfigCOMMENT
LOW…cumentation/development-docs/using-config-framework.md78### Step 2: Register the ConfigCOMMENT
LOW…cumentation/development-docs/using-config-framework.md88### Step 3: Regenerate Help DocumentsCOMMENT
LOW…ub/instructions/compute-test-debugging.instructions.md33### Step 1: Identify the Target TestCOMMENT
LOW…ub/instructions/compute-test-debugging.instructions.md72### Step 2: Build the ModuleCOMMENT
LOW…ub/instructions/compute-test-debugging.instructions.md81### Step 3: Run the Test in Record ModeCOMMENT
LOW…ub/instructions/compute-test-debugging.instructions.md99### Step 4: Analyze the FailureCOMMENT
LOW…ub/instructions/compute-test-debugging.instructions.md131### Step 5: Fix and Re-run (Iterate)COMMENT
LOW…ub/instructions/compute-test-debugging.instructions.md150### Step 6: Verify Playback ModeCOMMENT
LOW…ub/instructions/compute-test-debugging.instructions.md166### Step 7: Commit ChangesCOMMENT
LOW…ub/instructions/compute-test-debugging.instructions.md173### Step 8: Update These Instructions with Lessons LearnedCOMMENT
LOW.github/agents/dependencyUpdate.agent.md30## Step 1: Gather RequirementsCOMMENT
LOW.github/agents/dependencyUpdate.agent.md41## Step 2: Compare Transitive DependenciesCOMMENT
LOW.github/agents/dependencyUpdate.agent.md68## Step 3: Update manifest.json and Run Update-DevAssemblyCOMMENT
LOW.github/agents/dependencyUpdate.agent.md138## Step 4: Fix Build Errors Caused by the UpgradeCOMMENT
LOW.github/agents/dependencyUpdate.agent.md162## Step 5: Resolve Module-Level csproj Version ConflictsCOMMENT
LOW…ts/Item/RedoAzureRmRecoveryServicesBackupProtection.cs68 // Step 1: Stop protectionCOMMENT
LOW…ts/Item/RedoAzureRmRecoveryServicesBackupProtection.cs124 // Step 2: Unregister/register container (only for supported workloads)COMMENT
LOW…ts/Item/RedoAzureRmRecoveryServicesBackupProtection.cs143 // Step 3: Configure backup in target vaultCOMMENT
Slop Phrases12 hits · 25 pts
SeverityFileLineSnippetContext
MEDIUM…sts.ApiManagementTests/ApiImportExportSwaggerTest.json330 "ResponseBody": "{\r\n \"id\": \"/subscriptions/dbdbebc3-1f15-4e74-9ef2-7db25483cb15/resourceGroups/Apim-NetSdk-2CODE
MEDIUM…sts.ApiManagementTests/ApiImportExportSwaggerTest.json396 "ResponseBody": "{\r\n \"id\": \"/subscriptions/dbdbebc3-1f15-4e74-9ef2-7db25483cb15/resourceGroups/Apim-NetSdk-2CODE
MEDIUM…ApiManagementTests/ApiImportExportOpenApiJsonTest.json7 "RequestBody": "{\r\n \"properties\": {\r\n \"path\": \"openapifromFile\",\r\n \"value\": \"{\\r\\n \\\"CODE
MEDIUM…ApiManagementTests/ApiImportExportOpenApiJsonTest.json132 "ResponseBody": "{\r\n \"id\": \"/subscriptions/dbdbebc3-1f15-4e74-9ef2-7db25483cb15/resourceGroups/Apim-NetSdk-2CODE
MEDIUM…ApiManagementTests/ApiImportExportOpenApiJsonTest.json198 "ResponseBody": "{\r\n \"id\": \"/subscriptions/dbdbebc3-1f15-4e74-9ef2-7db25483cb15/resourceGroups/Apim-NetSdk-2CODE
MEDIUM….ServiceManagement.Test/Resources/petstoreOpenApi.json9 "description": ":dog: :cat: :rabbit: This is a sample server Petstore server. You can find out more about SwaggCODE
MEDIUM…t/test/New-AzSelfHelpSimplifiedSolution.Recording.json38 "Content": "{\"id\":\"/subscriptions/6bded6d5-a6af-43e1-96d3-bf71f6f5f8ba/resourcegroups/sm1dxne74h/providers/MicrCODE
MEDIUM…t/test/New-AzSelfHelpSimplifiedSolution.Recording.json126 "Content": "{\"id\":\"/subscriptions/6bded6d5-a6af-43e1-96d3-bf71f6f5f8ba/resourcegroups/sm1dxne74h/providers/MicrCODE
MEDIUM…t/test/Get-AzSelfHelpSimplifiedSolution.Recording.json38 "Content": "{\"id\":\"/subscriptions/6bded6d5-a6af-43e1-96d3-bf71f6f5f8ba/resourcegroups/sm1dxne74h/providers/MicrCODE
MEDIUM…t/test/Get-AzSelfHelpSimplifiedSolution.Recording.json126 "Content": "{\"id\":\"/subscriptions/6bded6d5-a6af-43e1-96d3-bf71f6f5f8ba/resourcegroups/sm1dxne74h/providers/MicrCODE
MEDIUM…t/test/Get-AzSelfHelpSimplifiedSolution.Recording.json170 "Content": "{\"id\":\"/subscriptions/6bded6d5-a6af-43e1-96d3-bf71f6f5f8ba/resourcegroups/sm1dxne74h/providers/MicrCODE
MEDIUM…orest/test/deployment-templates/metadata/template.json196 "serializedData": "{\"version\":\"Notebook/1.0\",\"items\":[{\"type\":9,\"content\":{\"version\":\"KqlPaCODE
Decorative Section Separators5 hits · 15 pts
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MEDIUMsrc/SpringCloud/SpringCloud.Autorest/README.md182#------------------------------------------------------------------------------COMMENT
MEDIUMsrc/FrontDoor/FrontDoor.Autorest/README.md469 # --------------------------------------------------------------------------COMMENT
MEDIUMsrc/FrontDoor/FrontDoor.Autorest/README.md471 # --------------------------------------------------------------------------COMMENT
MEDIUMsrc/FrontDoor/FrontDoor.Autorest/README.md506 # --------------------------------------------------------------------------COMMENT
MEDIUMsrc/FrontDoor/FrontDoor.Autorest/README.md508 # --------------------------------------------------------------------------COMMENT
Modern AI Meta-Vocabulary4 hits · 12 pts
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MEDIUMsrc/Monitor/MonitorWorkspace.Autorest/README.md54 # Remove the operations list cmdlet as it is internal scaffolding not intended for public useCOMMENT
MEDIUMsrc/Compute/Compute/help/Remove-AzVM.md42### Example 2: Remove a VM in a VMSS with the orchestration mode set to Flex.COMMENT
MEDIUMsrc/Compute/Compute/help/Remove-AzVM.md44# Get a VMSS with the orchestration mode set to Flex.COMMENT
MEDIUM…orest/test/deployment-templates/metadata/template.json196 "serializedData": "{\"version\":\"Notebook/1.0\",\"items\":[{\"type\":9,\"content\":{\"version\":\"KqlPaCODE
Verbosity Indicators5 hits · 8 pts
SeverityFileLineSnippetContext
LOW…/RemoveAzureExpressRouteCircuitPeeringConfigCommand.cs56 // When a PeerAddressType is specified, we need to check if the corresponding address family peering is COMMENT
LOW…oveAzureRMExpressRouteCrossConnectionPeeringCommand.cs69 // When a PeerAddressType is specified, we need to check if the corresponding address family peerCOMMENT
LOW…ts/Item/RedoAzureRmRecoveryServicesBackupProtection.cs68 // Step 1: Stop protectionCOMMENT
LOW…ts/Item/RedoAzureRmRecoveryServicesBackupProtection.cs124 // Step 2: Unregister/register container (only for supported workloads)COMMENT
LOW…ts/Item/RedoAzureRmRecoveryServicesBackupProtection.cs143 // Step 3: Configure backup in target vaultCOMMENT
Hyper-Verbose Identifiers5 hits · 5 pts
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LOWdocumentation/development-docs/vm-for-partners.md52 function CreateResourceGroupIfNone() {CODE
LOWtools/Mcp/src/services/utils.ts359export async function createDirectoryIfNotExists(dirPath: string): Promise<void> {CODE
LOWtools/Mcp/src/services/utils.ts385export function getIdealModuleExamplePaths(): string {CODE
LOW…t.ScenarioTests.AdlsAliasTests/TestAdlsFileSystem.json3970 "RequestBody": "<#\r\n.SYNOPSIS\r\nTests DataLakeStore Account trusted identity provider Lifecycle (Create, UpdateCODE
LOW…e.Test.ScenarioTests.AdlsTests/TestAdlsFileSystem.json3970 "RequestBody": "<#\r\n.SYNOPSIS\r\nTests DataLakeStore Account trusted identity provider Lifecycle (Create, UpdateCODE
AI Response Leakage1 hit · 5 pts
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HIGH…irtualNetworkGatewayVpnDeviceConfigurationScripts.json15333 "ResponseBody": "\"\\r\\n! Microsoft Corporation\\r\\n! ----------------------------------------------------------CODE
Self-Referential Comments2 hits · 4 pts
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MEDIUM…t.ScenarioTests.AdlsAliasTests/TestAdlsFileSystem.json3970 "RequestBody": "<#\r\n.SYNOPSIS\r\nTests DataLakeStore Account trusted identity provider Lifecycle (Create, UpdateCODE
MEDIUM…e.Test.ScenarioTests.AdlsTests/TestAdlsFileSystem.json3970 "RequestBody": "<#\r\n.SYNOPSIS\r\nTests DataLakeStore Account trusted identity provider Lifecycle (Create, UpdateCODE
Deep Nesting2 hits · 2 pts
SeverityFileLineSnippetContext
LOW…xample/heart-classifier-mlflow/batch_driver_parquet.py12CODE
LOW…iptCodeExample/heart-classifier-mlflow/batch_driver.py11CODE
Redundant / Tautological Comments1 hit · 2 pts
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LOW…ute/Compute/Extension/AEM/TestAzureRmVMAEMExtension.cs112 //# Check if VM existsCOMMENT