1.4

Adjusted Signal

1.4

Raw Pattern Score

100%

Time Factor

2026-10-24

Last Push

10.3K

Stars

Language

136.8K

Lines of Code

271

Files

Pattern Hits

2026-10-31

Scan Date

0.03

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 2.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 69 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.9/100 · LOW

Are imports declared and package/API names verified? 29 finding(s).

Agent Over-Engineering Ratio 1.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 42 finding(s).

PR Review Velocity Impact 5.9/100 · LOW

Which changes need focused human review? 98 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 7HIGH 1MEDIUM 0LOW 90

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 98 distinct pattern matches across 7 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.

Hallucination Indicators7 hits · 85 pts

Severity	File	Line	Snippet	Context
CRITICAL	DnsServerCore/www/js/jquery.min.js	2	!function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):f	CODE
CRITICAL⚡	DnsServerCore/www/js/main.js	2560	Chart.defaults.doughnut.legend.onClick.call(this, e, legendItem);	CODE
CRITICAL⚡	DnsServerCore/www/js/main.js	2562	Chart.defaults.pie.legend.onClick.call(this, e, legendItem);	CODE
CRITICAL⚡	DnsServerCore/www/js/main.js	2564	Chart.defaults.global.legend.onClick.call(this, e, legendItem);	CODE
CRITICAL	DnsServerCore/dohwww/js/jquery.min.js	2	!function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):f	CODE
CRITICAL	DnsServerCore/Dns/DnsServer.cs	5788	answer = TechnitiumLibrary.Net.Dns.DnsCache.DnsSpecialCacheRecordData.FilterDnssecAnswerRecords(response	CODE
CRITICAL	DnsServerCore/Dns/DnsServer.cs	5789	authority = TechnitiumLibrary.Net.Dns.DnsCache.DnsSpecialCacheRecordData.FilterDnssecAuthorityRecords(re	CODE

Hyper-Verbose Identifiers42 hits · 42 pts

Severity	File	Line	Snippet	Context
LOW	DnsServerCore/www/js/other-zones.js	499	function resetImportAllowedZonesModal() {	CODE
LOW	DnsServerCore/www/js/other-zones.js	568	function resetImportBlockedZonesModal() {	CODE
LOW	DnsServerCore/www/js/auth.js	332	function showCreateMyApiTokenModal() {	CODE
LOW	DnsServerCore/www/js/auth.js	1609	function showResetUserPasswordModal(objMenuItem) {	CODE
LOW	DnsServerCore/www/js/auth.js	2031	function getAdminPermissionsRowHtml(id, permission) {	CODE
LOW	DnsServerCore/www/js/auth.js	2075	function showEditSectionPermissionsModal(objMenuItem) {	CODE
LOW	DnsServerCore/www/js/auth.js	2164	function addEditPermissionGroupRow(id, name, canView, canModify, canDelete) {	CODE
LOW	DnsServerCore/www/js/main.js	711	function initUpdateNotificationMenu() {	CODE
LOW	DnsServerCore/www/js/main.js	723	function disableUpdateNotification() {	CODE
LOW	DnsServerCore/www/js/main.js	889	function loadQuickForwardersListFrom(responseJSON) {	CODE
LOW	DnsServerCore/www/js/main.js	1158	function updateDnsSettingsDataAndGui(responseJSON) {	CODE
LOW	DnsServerCore/www/js/main.js	2296	function checkForWebConsoleRedirection(responseJSON) {	CODE
LOW	DnsServerCore/www/js/main.js	2369	function temporaryDisableBlockingNow() {	CODE
LOW	DnsServerCore/www/js/main.js	2424	function dashboardBlockingOptionsOnClick() {	CODE
LOW	DnsServerCore/www/js/main.js	2475	function temporaryDisableBlockingForMenu(minutes) {	CODE
LOW	DnsServerCore/www/js/main.js	3111	function resetRestoreSettingsModal() {	CODE
LOW	DnsServerCore/www/js/dhcp.js	262	function addDhcpScopeStaticRouteRow(destination, subnetMask, router) {	CODE
LOW	DnsServerCore/www/js/dhcp.js	273	function addDhcpScopeVendorInfoRow(identifier, information) {	CODE
LOW	DnsServerCore/www/js/dhcp.js	283	function addDhcpScopeGenericOptionsRow(optionCode, hexValue) {	CODE
LOW	DnsServerCore/www/js/dhcp.js	303	function addDhcpScopeReservedLeaseRow(hostName, hardwareAddress, address, comments) {	CODE
LOW	DnsServerCore/www/js/cluster.js	105	function updateAdminClusterDataAndGui(responseJSON) {	CODE
LOW	DnsServerCore/www/js/cluster.js	292	function showEditSelfClusterNodeModal(objMenuItem) {	CODE
LOW	DnsServerCore/www/js/cluster.js	386	function showEditPrimaryClusterNodeModal(objMenuItem) {	CODE
LOW	DnsServerCore/www/js/cluster.js	454	function showRemoveSecondaryClusterNodeModal(objMenuItem) {	CODE
LOW	DnsServerCore/www/js/cluster.js	468	function removeSecondaryClusterNode(objBtn) {	CODE
LOW	DnsServerCore/www/js/cluster.js	509	function showPromoteToPrimaryClusterNodeModal(objMenuItem) {	CODE
LOW	DnsServerCore/www/js/cluster.js	520	function promoteToPrimaryClusterNode(objBtn) {	CODE
LOW	DnsServerCore/www/js/cluster.js	553	function showInitializeClusterModal() {	CODE
LOW	DnsServerCore/www/js/cluster.js	642	function showInitializeJoinClusterModal() {	CODE
LOW	DnsServerCore/www/js/cluster.js	1002	function getPrimaryClusterNodeName() {	CODE
LOW	DnsServerCore/www/js/cluster.js	1013	function updateAllClusterNodeDropDowns() {	CODE
LOW	DnsServerCore/www/js/cluster.js	1026	function updateClusterNodeDropDown(optClusterNode, addClusterNode, selectedNode) {	CODE
LOW⚡	DnsServerCore/www/js/zone.js	4567	function modifyAddRecordFormByType(addMode) {	CODE
LOW⚡	DnsServerCore/www/js/zone.js	5307	function updateAddEditFormForwarderPlaceholder() {	CODE
LOW⚡	DnsServerCore/www/js/zone.js	5326	function updateAddEditFormForwarderProxyType() {	CODE
LOW⚡	DnsServerCore/www/js/zone.js	5336	function updateAddEditFormForwarderThisServer() {	CODE
LOW	DnsServerCore/www/js/zone.js	1571	function addZoneOptionsDynamicUpdatesSecurityPolicyRow(id, tsigKeyName, domain, allowedTypes) {	CODE
LOW	DnsServerCore/www/js/zone.js	2979	function updateAddZoneFormForwarderThisServer() {	CODE
LOW	DnsServerCore/www/js/zone.js	4519	function loadAddRecordModalAppNames() {	CODE
LOW	DnsServerCore/www/js/zone.js	5359	function addSvcbRecordParamEditRow(paramKey, paramValue) {	CODE
LOW	DnsServerCore/www/js/zone.js	6893	function showDnssecPropertiesModal(zoneName) {	CODE
LOW	DnsServerCore/www/js/zone.js	7253	function publishAllDnssecPrivateKeys(objBtn) {	CODE

Fake / Example Data22 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW⚡	DnsServerCore/www/js/zone.js	144	$("#txtAddZoneForwarder").attr("placeholder", "8.8.8.8 or [2620:fe::10]")	CODE
LOW⚡	DnsServerCore/www/js/zone.js	149	$("#txtAddZoneForwarder").attr("placeholder", "dns.quad9.net (9.9.9.9:853)")	CODE
LOW⚡	DnsServerCore/www/js/zone.js	153	$("#txtAddZoneForwarder").attr("placeholder", "https://cloudflare-dns.com/dns-query (1.1.1.1)")	CODE
LOW⚡	DnsServerCore/www/js/zone.js	4570	$("#txtAddEditRecordName").prop("placeholder", "@");	CODE
LOW⚡	DnsServerCore/www/js/zone.js	4573	$("#txtAddEditRecordTtl").attr("placeholder", sessionData.info.defaultRecordTtl);	CODE
LOW⚡	DnsServerCore/www/js/zone.js	4575	$("#txtAddEditRecordDataValue").attr("placeholder", "");	CODE
LOW⚡	DnsServerCore/www/js/zone.js	5312	$("#txtAddEditRecordDataForwarder").attr("placeholder", "8.8.8.8 or [2620:fe::10]")	CODE
LOW⚡	DnsServerCore/www/js/zone.js	5317	$("#txtAddEditRecordDataForwarder").attr("placeholder", "dns.quad9.net (9.9.9.9:853)")	CODE
LOW⚡	DnsServerCore/www/js/zone.js	5321	$("#txtAddEditRecordDataForwarder").attr("placeholder", "https://cloudflare-dns.com/dns-query (1.1.1.1)")	CODE
LOW⚡	DnsServerCore/www/js/zone.js	5342	$("#txtAddEditRecordDataForwarder").attr("placeholder", "8.8.8.8 or [2620:fe::10]")	CODE
LOW	DnsServerCore/www/js/zone.js	2834	$("#txtAddZoneForwarder").attr("placeholder", "8.8.8.8 or [2620:fe::10]")	CODE
LOW	DnsServerCore/www/js/zone.js	2985	$("#txtAddZoneForwarder").attr("placeholder", "8.8.8.8 or [2620:fe::10]")	CODE
LOW	DnsServerCore/www/js/zone.js	4350	$("#txtAddEditRecordName").prop("placeholder", "@");	CODE
LOW	DnsServerCore/www/js/zone.js	4358	$("#txtAddEditRecordTtl").attr("placeholder", sessionData.info.defaultRecordTtl);	CODE
LOW	DnsServerCore/www/js/zone.js	4456	$("#txtAddEditRecordDataForwarder").attr("placeholder", "8.8.8.8 or [2620:fe::10]")	CODE
LOW	DnsServerCore/www/js/zone.js	4625	$("#txtAddEditRecordTtl").attr("placeholder", sessionData.info.defaultNsRecordTtl);	CODE
LOW	DnsServerCore/www/js/zone.js	4638	$("#txtAddEditRecordTtl").attr("placeholder", sessionData.info.defaultSoaRecordTtl);	CODE
LOW	DnsServerCore/www/js/zone.js	4670	$("#txtAddEditRecordName").prop("placeholder", "_service._protocol.name");	CODE
LOW	DnsServerCore/www/js/zone.js	4704	$("#txtAddEditRecordName").prop("placeholder", "_port._protocol.name");	CODE
LOW	DnsServerCore/www/js/zone.js	4714	$("#txtAddEditRecordName").prop("placeholder", "_port._scheme.name");	CODE
LOW	DnsServerCore/www/js/zone.js	4775	$("#txtAddEditRecordDataValue").attr("placeholder", "hex string");	CODE
LOW	Apps/FailoverApp/README.md	158	"alertTo": ["admin@example.com", "ops@example.com"],	CODE

Over-Commented Block22 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW	docker-compose.yml	21	- DNS_SERVER_DOMAIN=dns-server #The primary fully qualified domain name used by this DNS Server to identify itself	COMMENT
LOW	DnsServerSystemTrayApp/Properties/Resources.Designer.cs	1	//------------------------------------------------------------------------------	COMMENT
LOW	DnsServerCore/Dns/Dnssec/DnssecPrivateKey.cs	61	/// <summary>	COMMENT
LOW	DnsServerCore/Dns/Dnssec/DnssecPrivateKey.cs	81	/// respective zones. Note that when this state is entered,	COMMENT
LOW	DnsServerCore/Dns/Dnssec/DnssecPrivateKey.cs	101	/// respective zones.	COMMENT
LOW	Apps/AdvancedForwardingApp/adguard-upstreams.txt	1	# AdGuard Upstreams	COMMENT
LOW	Apps/DnsBlockListApp/domain-blocklist.txt	1	# DNSBL domain block list	COMMENT
LOW	Apps/DnsBlockListApp/ip-blocklist.txt	1	# DNSBL IP block list	COMMENT
LOW	…sServerCore.ApplicationCommon/IDnsRequestController.cs	41	DropWithRefused = 2	COMMENT
LOW	DnsServerCore.ApplicationCommon/IDnsPostProcessor.cs	21	using System.Threading.Tasks;	COMMENT
LOW	DnsServerCore.ApplicationCommon/IDnsServer.cs	41	/// <returns>The DNS response for the DNS query.</returns>	COMMENT
LOW	DnsServerCore.ApplicationCommon/IDnsServer.cs	61	/// <param name="cancellationToken">The cancellation token to cancel the operation.</param>	COMMENT
LOW	DnsServerCore.ApplicationCommon/IDnsServer.cs	81	/// </summary>	COMMENT
LOW	DnsServerCore.ApplicationCommon/IDnsServer.cs	101		COMMENT
LOW	…erCore.ApplicationCommon/IDnsRequestBlockingHandler.cs	21	using System.Threading.Tasks;	COMMENT
LOW	DnsServerCore.ApplicationCommon/IDnsApplication.cs	21	using System.Threading.Tasks;	COMMENT
LOW	DnsServerCore.ApplicationCommon/IDnsQueryLogs.cs	81	#endregion	COMMENT
LOW	DnsServerCore.ApplicationCommon/IDnsQueryLogs.cs	121	readonly double? _responseRtt;	COMMENT
LOW	DnsServerCore.ApplicationCommon/IDnsQueryLogs.cs	161	_timestamp = DateTime.SpecifyKind(_timestamp, DateTimeKind.Utc);	COMMENT
LOW	DnsServerCore.ApplicationCommon/IDnsQueryLogger.cs	41	public interface IDnsQueryLogger	COMMENT
LOW	…rCore.ApplicationCommon/IDnsAppRecordRequestHandler.cs	21	using System.Threading.Tasks;	COMMENT
LOW	…e.ApplicationCommon/IDnsAuthoritativeRequestHandler.cs	21	using System.Threading.Tasks;	COMMENT

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	DnsServerSystemTrayApp/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT

Verbosity Indicators2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	DnsServerCore/Auth/LdapAuthProvider.cs	261	// Step 1: bind service account and search for the user	COMMENT
LOW	DnsServerCore/Auth/LdapAuthProvider.cs	364	// Step 2: re-bind as the user to validate their password	COMMENT

Structural Annotation Overuse2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	DnsServerCore/Auth/LdapAuthProvider.cs	261	// Step 1: bind service account and search for the user	COMMENT
LOW	DnsServerCore/Auth/LdapAuthProvider.cs	364	// Step 2: re-bind as the user to validate their password	COMMENT

TechnitiumSoftware/DnsServer

Open-Source Code Quality, Security and Technical Debt Review