3.2

Adjusted Signal

3.2

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

4.7K

Stars

TypeScript

Language

2.0M

Lines of Code

6.8K

Files

5.2K

Pattern Hits

2026-10-31

Scan Date

0.09

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 3.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1479 finding(s).

Hallucinated Dependency & Supply Chain Risk 5.7/100 · LOW

Are imports declared and package/API names verified? 3025 finding(s).

Agent Over-Engineering Ratio 8.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1550 finding(s).

PR Review Velocity Impact 20.0/100 · LOW

Which changes need focused human review? 5217 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 1HIGH 610MEDIUM 308LOW 4298

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 5217 distinct pattern matches across 23 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.

Unused Imports2694 hits · 1546 pts

Severity	File	Line	Context
LOW	scripts/pin-deps.py	17	CODE
LOW	packages/sdk/python/src/latitude_sdk/client.py	3	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	9	CODE
2634 more matches not shown…

Cross-File Repetition286 hits · 1430 pts

Severity	File	Line	Snippet	Context
HIGH	packages/sdk/python/src/latitude_sdk/monitors/client.py	0	deletes a dataset by slug. parameters ---------- project_slug : str project slug (human-readable identifier). the cli ca	STRING
HIGH	packages/sdk/python/src/latitude_sdk/projects/client.py	0	deletes a dataset by slug. parameters ---------- project_slug : str project slug (human-readable identifier). the cli ca	STRING
HIGH	packages/sdk/python/src/latitude_sdk/datasets/client.py	0	deletes a dataset by slug. parameters ---------- project_slug : str project slug (human-readable identifier). the cli ca	STRING
HIGH	…dk/python/src/latitude_sdk/types/paginated_sessions.py	0	opaque cursor for fetching the next page. `null` when there are no more pages. pass it back in `cursor` to continue.	STRING
HIGH	…python/src/latitude_sdk/types/paginated_experiments.py	0	opaque cursor for fetching the next page. `null` when there are no more pages. pass it back in `cursor` to continue.	STRING
HIGH	…/sdk/python/src/latitude_sdk/types/paginated_traces.py	0	opaque cursor for fetching the next page. `null` when there are no more pages. pass it back in `cursor` to continue.	STRING
HIGH	…thon/src/latitude_sdk/types/paginated_memory_stores.py	0	opaque cursor for fetching the next page. `null` when there are no more pages. pass it back in `cursor` to continue.	STRING
HIGH	…/src/latitude_sdk/types/paginated_monitor_incidents.py	0	opaque cursor for fetching the next page. `null` when there are no more pages. pass it back in `cursor` to continue.	STRING
HIGH	…dk/python/src/latitude_sdk/types/paginated_datasets.py	0	opaque cursor for fetching the next page. `null` when there are no more pages. pass it back in `cursor` to continue.	STRING
HIGH	…dk/python/src/latitude_sdk/types/paginated_monitors.py	0	opaque cursor for fetching the next page. `null` when there are no more pages. pass it back in `cursor` to continue.	STRING
HIGH	…dk/python/src/latitude_sdk/types/paginated_projects.py	0	opaque cursor for fetching the next page. `null` when there are no more pages. pass it back in `cursor` to continue.	STRING
HIGH	…sdk/python/src/latitude_sdk/types/paginated_signals.py	0	opaque cursor for fetching the next page. `null` when there are no more pages. pass it back in `cursor` to continue.	STRING
HIGH	…/python/src/latitude_sdk/types/paginated_tool_calls.py	0	opaque cursor for fetching the next page. `null` when there are no more pages. pass it back in `cursor` to continue.	STRING
HIGH	…/src/latitude_sdk/types/paginated_trace_annotations.py	0	opaque cursor for fetching the next page. `null` when there are no more pages. pass it back in `cursor` to continue.	STRING
HIGH	…ython/src/latitude_sdk/types/paginated_dataset_rows.py	0	opaque cursor for fetching the next page. `null` when there are no more pages. pass it back in `cursor` to continue.	STRING
HIGH	…hon/src/latitude_sdk/types/paginated_saved_searches.py	0	opaque cursor for fetching the next page. `null` when there are no more pages. pass it back in `cursor` to continue.	STRING
HIGH	…dk/python/src/latitude_sdk/types/paginated_sessions.py	0	`true` when there is at least one more page after this one.	STRING
HIGH	…python/src/latitude_sdk/types/paginated_experiments.py	0	`true` when there is at least one more page after this one.	STRING
HIGH	…/sdk/python/src/latitude_sdk/types/paginated_traces.py	0	`true` when there is at least one more page after this one.	STRING
HIGH	…thon/src/latitude_sdk/types/paginated_memory_stores.py	0	`true` when there is at least one more page after this one.	STRING
HIGH	…/src/latitude_sdk/types/paginated_monitor_incidents.py	0	`true` when there is at least one more page after this one.	STRING
HIGH	…dk/python/src/latitude_sdk/types/paginated_datasets.py	0	`true` when there is at least one more page after this one.	STRING
HIGH	…dk/python/src/latitude_sdk/types/user_list_response.py	0	`true` when there is at least one more page after this one.	STRING
HIGH	…dk/python/src/latitude_sdk/types/paginated_monitors.py	0	`true` when there is at least one more page after this one.	STRING
HIGH	…dk/python/src/latitude_sdk/types/paginated_projects.py	0	`true` when there is at least one more page after this one.	STRING
HIGH	…sdk/python/src/latitude_sdk/types/paginated_signals.py	0	`true` when there is at least one more page after this one.	STRING
HIGH	…/python/src/latitude_sdk/types/paginated_tool_calls.py	0	`true` when there is at least one more page after this one.	STRING
HIGH	…/src/latitude_sdk/types/paginated_trace_annotations.py	0	`true` when there is at least one more page after this one.	STRING
HIGH	…ython/src/latitude_sdk/types/paginated_dataset_rows.py	0	`true` when there is at least one more page after this one.	STRING
HIGH	…hon/src/latitude_sdk/types/paginated_saved_searches.py	0	`true` when there is at least one more page after this one.	STRING
HIGH	…de_sdk/types/experiment_signals_metrics_cost_impact.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…atitude_sdk/types/experiment_tools_metrics_distinct.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…itude_sdk/types/experiment_tools_metrics_error_rate.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…de_sdk/types/experiment_sessions_metrics_tokens_avg.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…atitude_sdk/types/experiment_sessions_metrics_users.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…tude_sdk/types/experiment_sessions_metrics_cost_avg.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…itude_sdk/types/experiment_signals_metrics_distinct.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…k/types/experiment_users_metrics_error_session_rate.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…ude_sdk/types/experiment_tools_metrics_duration_p90.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…pes/experiment_behaviours_metrics_distinct_clusters.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…atitude_sdk/types/experiment_users_metrics_distinct.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…dk/types/experiment_sessions_metrics_cache_hit_rate.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…s/experiment_signals_metrics_affected_sessions_rate.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…ude_sdk/types/experiment_behaviours_metrics_moments.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…de_sdk/types/experiment_sessions_metrics_cost_total.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…de_sdk/types/experiment_sessions_metrics_error_rate.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…ude_sdk/types/experiment_tools_metrics_duration_p95.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…de_sdk/types/experiment_signals_metrics_occurrences.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…sdk/types/experiment_signals_metrics_affected_users.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…atitude_sdk/types/experiment_users_metrics_cost_avg.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…_sdk/types/experiment_users_metrics_duration_median.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…de_sdk/types/experiment_sessions_metrics_traces_avg.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…pes/experiment_signals_metrics_affected_traces_rate.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…k/types/experiment_sessions_metrics_duration_median.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…ude_sdk/types/experiment_users_metrics_duration_p90.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…c/latitude_sdk/types/experiment_tools_metrics_calls.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…dk/types/experiment_users_metrics_sessions_per_user.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…ude_sdk/types/experiment_tools_metrics_duration_p50.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…ude_sdk/types/experiment_sessions_metrics_spans_avg.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
HIGH	…ude_sdk/types/experiment_users_metrics_duration_p95.py	0	value in the metric's unit; `null` when empty or not computable.	STRING
226 more matches not shown…

Hyper-Verbose Identifiers815 hits · 863 pts

Severity	File	Line	Snippet	Context
LOW	infra/lib/ecs.ts	740	function createMigrationTaskDefinition(	CODE
LOW	infra/lib/security-compliance.ts	164	function createCloudTrailWithCloudWatch(name: string, config: EnvironmentConfig): {	CODE
LOW	infra/lib/security-compliance.ts	241	function createGuardDutyServiceLinkedRole(name: string, config: EnvironmentConfig): aws.iam.ServiceLinkedRole \| undefine	CODE
LOW	infra/lib/dns.ts	30	export function createTryLatitudeDnsRecords(	CODE
LOW	infra/lib/alb.ts	194	function createStatusPageRedirectActions() {	CODE
LOW	tools/live-seeds/src/runtime.ts	366	function buildTraceDispatchContext(trace: ResolvedLiveSeedTrace): TraceDispatchContext {	CODE
LOW	tools/live-seeds/src/runtime.ts	996	function buildScheduledSpansForCase(	CODE
LOW	tools/ai-benchmarks/src/runner/cache.ts	4	export function createBenchmarkCacheLayer() {	CODE
LOW	…oral-developer/references/typescript/error-handling.md	47	export async function workflowWithErrorHandling(): Promise<string> {	CODE
LOW	docs/telemetry/python.md	430	def stream_support_agent_turn():	CODE
LOW	packages/ui/src/components/pdf/pdf-source.ts	16	export function shouldAutoRenderThumbnail(sizeBytes?: number): boolean {	CODE
LOW	packages/ui/src/components/charts/bar-chart.tsx	92	function computeBucketBottomAnchor(	CODE
LOW	packages/ui/src/components/charts/chart-css-theme.ts	71	export function readChartThemeFromCssStable(): ChartCssThemeColors {	CODE
LOW	…ai-conversation/parts/remark-code-content-positions.ts	4	export function remarkCodeContentPositions() {	CODE
LOW	packages/ui/src/components/modal/primitives.tsx	41	function isPortaledPickerInteraction(target: EventTarget \| null): boolean {	CODE
LOW	packages/platform/op-gepa/python/tests/test_protocol.py	12	def test_first_remote_message_returns_first_matching_key() -> None:	CODE
LOW	packages/platform/op-gepa/python/tests/test_protocol.py	24	def test_exception_message_falls_back_to_class_name_for_cancelled_error() -> None:	CODE
LOW	packages/platform/op-gepa/python/tests/test_protocol.py	28	def test_create_exception_error_never_emits_empty_message() -> None:	CODE
LOW	…platform/op-gepa/python/op_gepa_engine/rpc/protocol.py	75	def create_remote_error_exception(error: JsonRpcError) -> RpcRemoteError:	CODE
LOW	packages/platform/op-gepa/src/protocol.ts	191	export function createInternalErrorResponse(id: JsonRpcId, error: unknown): JsonRpcResponse {	CODE
LOW	packages/platform/op-gepa/src/protocol.ts	269	export function createJsonRpcResponseError(input: {	CODE
LOW	packages/platform/db-postgres/src/schemaHelpers.ts	17	export function subscriptionReferenceRLSPolicy() {	CODE
LOW	…ckages/platform/db-postgres/src/seeds/signals/index.ts	132	function buildCentroidFromEmbeddings(	CODE
LOW	…ckages/platform/db-postgres/src/seeds/signals/index.ts	163	function buildRandomFallbackCentroid(seedKey: string, clusteredAt: Date): SignalCentroid & { clusteredAt: Date } {	CODE
LOW	packages/platform/db-postgres/src/seeds/scores/index.ts	25	function scopedSignalIdByFixtureIndex(scope: SeedScope, index: number): string {	CODE
LOW	packages/platform/db-postgres/src/seeds/scores/index.ts	148	export function buildAnchoredAnnotationScoreRows(scope: SeedScope, maxTrajectories?: number) {	CODE
LOW	…ges/platform/testkit/src/clickhouse/test-clickhouse.ts	44	function rewriteUnsupportedChdbFunctions(sql: string): string {	CODE
LOW	packages/platform/cache-redis/src/export-rate-limit.ts	17	export async function enforceExportRequestRateLimit(input: EnforceExportRequestRateLimitInput): Promise<void> {	CODE
LOW	…form/db-clickhouse/src/session-intelligence-filters.ts	85	export function buildSessionIntelligenceFilters(filters: FilterSet \| undefined): {	CODE
LOW	…kages/platform/db-clickhouse/src/registries/helpers.ts	130	export function buildSessionMembershipClause(	CODE
LOW	…kages/platform/db-clickhouse/src/registries/helpers.ts	186	export function buildHasLlmActivityClause(	CODE
LOW	…orm/db-clickhouse/src/repositories/trace-repository.ts	464	function buildTraceFilterCondition(	CODE
LOW	…orm/db-clickhouse/src/repositories/trace-repository.ts	525	function collectPercentileRequests(filters: FilterSet \| undefined): {	CODE
LOW	…platform/db-clickhouse/src/repositories/search-plan.ts	62	function buildLexicalSearchSubquery(parsed: ParsedSearchQuery): {	CODE
LOW	…platform/db-clickhouse/src/repositories/search-plan.ts	149	function buildSharedMessageSemanticSearchSubquery(	CODE
LOW	…platform/db-clickhouse/src/repositories/search-plan.ts	213	function buildSemanticSearchSubquery(	CODE
LOW	…m/db-clickhouse/src/repositories/session-repository.ts	436	export function buildSessionFilterClauses(filters: FilterSet \| undefined): {	CODE
LOW	…m/db-clickhouse/src/repositories/session-repository.ts	498	function collectPercentileRequests(filters: FilterSet \| undefined): {	CODE
LOW	…platform/db-clickhouse/src/seeds/spans/fixed-traces.ts	9	function formatClickHouseTimestamp(date: Date): string {	CODE
LOW	…platform/db-clickhouse/src/seeds/spans/fixed-traces.ts	249	function createCompatibilityChatSpan(opts: {	CODE
LOW	…platform/db-clickhouse/src/seeds/spans/fixed-traces.ts	425	export function buildCompatibilitySupportSpans(scope: SeedScope): SpanRow[] {	CODE
LOW	…platform/db-clickhouse/src/seeds/spans/fixed-traces.ts	470	function buildLargeConversationMessages(spec: LargeConversationSpec): Tau2Message[] {	CODE
LOW	…platform/db-clickhouse/src/seeds/spans/fixed-traces.ts	480	function largeConversationFinalAnswer(spec: LargeConversationSpec): Tau2Message {	CODE
LOW	…platform/db-clickhouse/src/seeds/spans/fixed-traces.ts	493	function createLargeConversationChatSpan(opts: {	CODE
LOW	…platform/db-clickhouse/src/seeds/spans/fixed-traces.ts	622	export function buildLargeConversationSpans(scope: SeedScope): SpanRow[] {	CODE
LOW	…form/db-clickhouse/src/seeds/spans/orphan-fragments.ts	8	function formatClickHouseTimestamp(date: Date): string {	CODE
LOW	…form/db-clickhouse/src/seeds/spans/orphan-fragments.ts	105	function buildOrphanFragmentTraceSpans({ scope, spec }: BuildSpansArgs): SpanRow[] {	CODE
LOW	…form/db-clickhouse/src/seeds/spans/orphan-fragments.ts	283	export function buildAllOrphanFragmentSpans(scope: SeedScope): SpanRow[] {	CODE
LOW	…kages/platform/db-clickhouse/src/seeds/scores/index.ts	24	function scopedSignalIdByFixtureIndex(scope: SeedScope, index: number): string {	CODE
LOW	…kages/platform/db-clickhouse/src/seeds/scores/index.ts	75	export function buildLifecycleAnalyticsRows(scope: SeedScope) {	CODE
LOW	…kages/platform/db-clickhouse/src/seeds/scores/index.ts	166	function buildAnchoredAnnotationAnalyticsRows(scope: SeedScope, maxTrajectories?: number) {	CODE
LOW	packages/utils/src/env.ts	13	export function loadDevelopmentEnvironments(importMetaUrl: string) {	CODE
LOW	packages/observability/src/record-span-exception.ts	39	export function recordSpanExceptionForDatadog(span: Span, error: unknown): Error {	CODE
LOW	packages/sdk/python/tests/test_client.py	30	def test_client_exposes_documented_resources(client_class):	CODE
LOW	packages/sdk/python/tests/test_client.py	36	def test_default_base_url_is_production():	CODE
LOW	packages/sdk/python/src/latitude_sdk/client.py	342	def _make_default_async_client(	CODE
LOW	…ckages/sdk/python/src/latitude_sdk/core/http_client.py	27	def get_keepalive_socket_options(	CODE
LOW	…ckages/sdk/python/src/latitude_sdk/core/http_client.py	155	def _retry_timeout_from_retries(retries: int) -> float:	CODE
LOW	…ckages/sdk/python/src/latitude_sdk/core/http_client.py	215	def _maybe_filter_none_from_multipart_data(	CODE
LOW	…ckages/sdk/python/src/latitude_sdk/core/http_client.py	243	def maybe_filter_request_body(	CODE
755 more matches not shown…

Decorative Section Separators264 hits · 801 pts

Severity	File	Line	Snippet	Context
MEDIUM	docker-stack.yml	22	# ==========================================================================	COMMENT
MEDIUM	docker-stack.yml	24	# ==========================================================================	COMMENT
MEDIUM	docker-stack.yml	143	# ==========================================================================	COMMENT
MEDIUM	docker-stack.yml	146	# ==========================================================================	COMMENT
MEDIUM	charts/latitude/values.yaml	90	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	charts/latitude/values.yaml	92	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	charts/latitude/values.yaml	158	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	charts/latitude/values.yaml	160	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…i-conversation/parts/source-mapped-text-plugin.test.ts	34	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…i-conversation/parts/source-mapped-text-plugin.test.ts	36	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…i-conversation/parts/source-mapped-text-plugin.test.ts	76	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…i-conversation/parts/source-mapped-text-plugin.test.ts	78	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…i-conversation/parts/source-mapped-text-plugin.test.ts	176	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…i-conversation/parts/source-mapped-text-plugin.test.ts	178	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…i-conversation/parts/source-mapped-text-plugin.test.ts	205	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…i-conversation/parts/source-mapped-text-plugin.test.ts	207	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…i-conversation/parts/source-mapped-text-plugin.test.ts	262	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…i-conversation/parts/source-mapped-text-plugin.test.ts	264	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…i-conversation/parts/source-mapped-text-plugin.test.ts	375	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…i-conversation/parts/source-mapped-text-plugin.test.ts	377	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…i-conversation/parts/source-mapped-text-plugin.test.ts	428	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…i-conversation/parts/source-mapped-text-plugin.test.ts	430	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…i-conversation/parts/source-mapped-text-plugin.test.ts	548	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…i-conversation/parts/source-mapped-text-plugin.test.ts	550	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…i-conversation/parts/source-mapped-text-plugin.test.ts	648	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…i-conversation/parts/source-mapped-text-plugin.test.ts	650	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ts/genai-conversation/parts/highlight-segments.test.ts	5	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ts/genai-conversation/parts/highlight-segments.test.ts	7	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ts/genai-conversation/parts/highlight-segments.test.ts	83	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ts/genai-conversation/parts/highlight-segments.test.ts	85	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ts/genai-conversation/parts/highlight-segments.test.ts	156	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ts/genai-conversation/parts/highlight-segments.test.ts	158	// ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…res/src/repositories/wrapped-report-repository.test.ts	244	// ─── findLeaderboardRankForReport ───────────────────────────────────────────	COMMENT
MEDIUM	…orm/db-clickhouse/src/repositories/trace-repository.ts	480	// ─── Percentile filter resolution ────────────────────────────────────────────	COMMENT
MEDIUM	…b-clickhouse/src/repositories/trace-repository.test.ts	940	// ─── Shape 1: ≥1 phrases, empty semantic — pure lexical filter ────────	COMMENT
MEDIUM	…b-clickhouse/src/repositories/trace-repository.test.ts	1015	// ─── Shape 2: empty phrases, ≥1 semantic — pure semantic ranking ──────	COMMENT
MEDIUM	…b-clickhouse/src/repositories/trace-repository.test.ts	1062	// ─── Multi-chunk rollup ──────────────────────────────────────────────	COMMENT
MEDIUM	…ickhouse/src/repositories/metric-series-reader.test.ts	411	// ── spans stream (per tool-call) ────────────────────────────────────────────	COMMENT
MEDIUM	…clickhouse/src/repositories/claude-code-span-reader.ts	488	// ─────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…clickhouse/src/repositories/claude-code-span-reader.ts	490	// ─────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…clickhouse/src/repositories/claude-code-span-reader.ts	542	// ─────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…clickhouse/src/repositories/claude-code-span-reader.ts	548	// ─────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/custom_commands.rs	73	// ── Registry (test-only) ────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/custom_commands.rs	299	// ── Typed command tests ─────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/hooks.rs	13	// ── Pattern matching ────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/hooks.rs	73	// ── Hook storage ────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/hooks.rs	242	// ── Tests ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/output.rs	12	// ── Dangerous character detection ─────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/output.rs	33	// ── Sanitization ──────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/output.rs	74	// ── Color ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/output.rs	99	// ── sanitize_for_terminal ─────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/output.rs	155	// ── reject_dangerous_chars ────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/output.rs	221	// ── colorize ──────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/app.rs	57	// ── Tier 1 deferred operations ──────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/app.rs	75	// ── Root CliApp ─────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/app.rs	147	// ── CLI metadata ────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/app.rs	201	// ── Binding registration ────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/app.rs	212	// ── Auth registration ────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/app.rs	235	// ── Global parameter registration ─────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/app.rs	321	// ── Custom commands ──────────────────────────────────────────────	COMMENT
204 more matches not shown…

Magic Placeholder Names303 hits · 768 pts

Severity	File	Line	Snippet	Context
HIGH	docs/telemetry/python.md	36	api_key="your-api-key",	CODE
HIGH	docs/telemetry/python.md	76	api_key="your-api-key",	CODE
HIGH	docs/telemetry/python.md	152	api_key="your-api-key",	CODE
HIGH	docs/telemetry/python.md	236	api_key="your-api-key",	CODE
HIGH	docs/telemetry/python.md	338	api_key="your-api-key",	CODE
HIGH	docs/telemetry/python.md	357	api_key="your-api-key",	CODE
HIGH	docs/telemetry/otel-exporter.md	32	\| `Authorization` \| `Bearer <your-api-key>` \|	CODE
HIGH	docs/telemetry/otel-exporter.md	44	-H "Authorization: Bearer YOUR_API_KEY" \	CODE
HIGH	docs/telemetry/otel-exporter.md	162	export OTEL_EXPORTER_OTLP_TRACES_HEADERS="Authorization=Bearer YOUR_API_KEY,X-Latitude-Project=YOUR_PROJECT_SLUG"	CODE
HIGH	packages/sdk/python/src/latitude_sdk/client.py	88	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/client.py	411	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/monitors/client.py	75	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/monitors/client.py	116	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/monitors/client.py	167	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/monitors/client.py	216	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/monitors/client.py	252	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/monitors/client.py	305	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/monitors/client.py	361	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/monitors/client.py	400	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/monitors/client.py	437	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/monitors/client.py	504	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/monitors/client.py	553	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/monitors/client.py	612	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/monitors/client.py	669	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/monitors/client.py	713	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/monitors/client.py	774	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/monitors/client.py	838	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/monitors/client.py	885	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/monitors/client.py	930	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/api_keys/client.py	49	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/api_keys/client.py	91	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/api_keys/client.py	124	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/api_keys/client.py	154	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/api_keys/client.py	188	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/api_keys/client.py	235	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/api_keys/client.py	285	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/api_keys/client.py	326	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/api_keys/client.py	364	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/api_keys/client.py	408	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/traces/client.py	93	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/traces/client.py	146	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/traces/client.py	184	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/traces/client.py	221	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/traces/client.py	261	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/traces/client.py	311	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/traces/client.py	358	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/traces/client.py	398	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/traces/client.py	435	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/traces/client.py	479	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/traces/client.py	562	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/traces/client.py	623	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/traces/client.py	669	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/traces/client.py	714	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/traces/client.py	762	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/traces/client.py	820	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/traces/client.py	875	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/traces/client.py	923	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/traces/client.py	968	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/traces/client.py	1020	api_key="YOUR_API_KEY",	STRING
HIGH	packages/sdk/python/src/latitude_sdk/tools/client.py	80	api_key="YOUR_API_KEY",	STRING
243 more matches not shown…

Over-Commented Block507 hits · 440 pts

Severity	File	Line	Snippet	Context
LOW	infra/Pulumi.production.yaml	21	# Both values come from Hex workspace → Settings → Connections (create SSH connection).	COMMENT
LOW	tools/ai-benchmarks/src/index.ts	1	// Public surface of @tools/ai-benchmarks. Most of this package is CLI-only	COMMENT
LOW	tools/ai-benchmarks/src/optimize/candidate-loader.ts	161	outputBytes: bundled.length,	COMMENT
LOW	tools/ai-benchmarks/src/optimize/candidate-loader.ts	221	},	COMMENT
LOW	tools/ai-benchmarks/src/optimize/flagger/proposer.ts	381	Effect.sync(() => {	COMMENT
LOW	tools/ai-benchmarks/src/runner/benchmark-identity.ts	1	// Fixed identifiers used for every benchmark row. These end up as both:	COMMENT
LOW	tools/ai-benchmarks/src/scripts/benchmark-optimize.ts	81	// Hybrid formula: cap = max(baseline × MULTIPLIER, baseline + MIN_HEADROOM).	COMMENT
LOW	tools/ai-benchmarks/src/scripts/benchmark-optimize.ts	321	let evalCurrentHash: string \| null = null	COMMENT
LOW	tools/ai-benchmarks/src/scripts/benchmark-optimize.ts	521	const elapsed = Math.floor((Date.now() - attemptStartedAtMs) / 1000)	COMMENT
LOW	tools/ai-benchmarks/src/scripts/benchmark-optimize.ts	681	const noImprovement = winner.hash === baselineCandidate.hash	COMMENT
LOW	tools/ai-benchmarks/src/scripts/benchmark-report.ts	1	import { dirname, join } from "node:path"	COMMENT
LOW	…/ai-benchmarks/src/mappers/jailbreak/jailbreakbench.ts	21	// per model share the same wrapping; only the final `goal` varies. This	COMMENT
LOW	specs/signals.md	241	### Shared contracts (`@domain/shared`, `@domain/scores`)	COMMENT
LOW	specs/signals.md	301		COMMENT
LOW	charts/latitude/values.yaml	1	# Default values for the Latitude chart.	COMMENT
LOW	charts/latitude/values.yaml	41	ingestTraceMaxConcurrentPayloads: 16	COMMENT
LOW	charts/latitude/values.yaml	61		COMMENT
LOW	fern/invoke.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/audit/mini-shai-hulud.sh	1	#!/usr/bin/env bash	COMMENT
LOW	…mponents/genai-conversation/parts/markdown-content.tsx	21	// `language-*` class (i.e. fences with an explicit language); it leaves	COMMENT
LOW	packages/platform/db-postgres/src/seeds/all.ts	61	...contentSeeders,	COMMENT
LOW	packages/platform/workflows-temporal/src/client.ts	261	}),	COMMENT
LOW	…atform/db-clickhouse/clickhouse/scripts/dump-schema.sh	1	#!/usr/bin/env bash	COMMENT
LOW	…ckhouse/src/repositories/score-analytics-repository.ts	841	Effect.gen(function* () {	COMMENT
LOW	…ckhouse/src/repositories/score-analytics-repository.ts	1221	coverage: signalAffectedTraces === 0 ? 0 : affectedTraces / signalAffectedTraces,	COMMENT
LOW	…ckhouse/src/repositories/score-analytics-repository.ts	1401	// a year-old project means ~12 partitions × millions of rows.	COMMENT
LOW	…form/db-clickhouse/src/repositories/span-repository.ts	441		COMMENT
LOW	…clickhouse/src/repositories/claude-code-span-reader.ts	61	// Derives the skill name: the `Skill` tool's `skill` argument, else the parent	COMMENT
LOW	…clickhouse/src/repositories/claude-code-span-reader.ts	81	//	COMMENT
LOW	…clickhouse/src/repositories/claude-code-span-reader.ts	541		COMMENT
LOW	…clickhouse/src/repositories/claude-code-span-reader.ts	761	// "Claude time" = sum-of-active-turn-bursts across all sessions.	COMMENT
LOW	…clickhouse/src/repositories/claude-code-span-reader.ts	841	//	COMMENT
LOW	…rm/db-clickhouse/src/seeds/spans/custom-behavior-qa.ts	21	// The shared global gardening sample window (the window the divisive build	COMMENT
LOW	packages/cli/Cargo.toml	21	[features]	COMMENT
LOW	packages/cli/Cargo.toml	61	percent-encoding = "2.3.2"	COMMENT
LOW	packages/cli/src/custom_commands.rs	1	//! Helpers for grafting custom CLI subcommands onto a spec-derived	COMMENT
LOW	packages/cli/src/man.rs	1	//! Man page generation.	COMMENT
LOW	packages/cli/src/error.rs	1	//! Structured Error Types	COMMENT
LOW	packages/cli/src/error.rs	21	/// inside a JSON field, forcing consumers to parse twice. `None` when	COMMENT
LOW	packages/cli/src/error.rs	561	}	COMMENT
LOW	packages/cli/src/error.rs	761	for &(code, category, description) in EXIT_CODE_TABLE {	COMMENT
LOW	packages/cli/src/error.rs	821	/// Appended with the HTTP status code for `CliError::Api` errors.	COMMENT
LOW	packages/cli/src/error.rs	961		COMMENT
LOW	packages/cli/src/lib.rs	41	pub(crate) mod early_intercept;	COMMENT
LOW	packages/cli/src/lib.rs	61	/// `write_all`. Resetting to `SIG_DFL` lets the OS deliver the signal	COMMENT
LOW	packages/cli/src/lib.rs	121	}	COMMENT
LOW	packages/cli/src/logging.rs	1	//! Structured Logging	COMMENT
LOW	packages/cli/src/formatter.rs	1	// SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	packages/cli/src/formatter.rs	41	///	COMMENT
LOW	packages/cli/src/formatter.rs	61	/// (always wins);	COMMENT
LOW	packages/cli/src/formatter.rs	221	/// Resolve the default output format when no `--format` flag was passed.	COMMENT
LOW	packages/cli/src/formatter.rs	281	}	COMMENT
LOW	packages/cli/src/formatter.rs	301	}	COMMENT
LOW	packages/cli/src/cli_args.rs	21	/// File every `.global(true)` flag that has no explicit help heading under	COMMENT
LOW	packages/cli/src/cli_args.rs	101	///	COMMENT
LOW	packages/cli/src/cli_args.rs	161		COMMENT
LOW	packages/cli/src/cli_args.rs	241	/// nested operations (e.g. `cli errors list`) are not silently	COMMENT
LOW	packages/cli/src/user_agent.rs	1	//! Configuration for the consumer `User-Agent` suffix flag/env name.	COMMENT
LOW	packages/cli/src/output.rs	1	// SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	packages/cli/src/binding.rs	21	/// A decoded response value. The root `CliApp` will run	COMMENT
447 more matches not shown…

Excessive Try-Catch Wrapping94 hits · 113 pts

Severity	File	Line	Snippet	Context
MEDIUM	.agents/skills/ci-watchdog/scripts/parse_failures.py	59	print("Error: Could not parse JSON from stdin", file=sys.stderr)	CODE
MEDIUM	.agents/skills/ci-watchdog/scripts/parse_failures.py	63	print("Error: Expected JSON array", file=sys.stderr)	CODE
LOW	docs/telemetry/python.md	117	except Exception as error:	CODE
LOW	…s/platform/op-gepa/python/op_gepa_engine/rpc/server.py	206	except Exception as error:	CODE
LOW	…s/platform/op-gepa/python/op_gepa_engine/rpc/server.py	265	except Exception as error:	CODE
LOW	…ckages/sdk/python/src/latitude_sdk/core/http_client.py	70	except Exception:	CODE
LOW	…s/sdk/python/src/latitude_sdk/core/jsonable_encoder.py	99	except Exception as e:	CODE
LOW	…s/sdk/python/src/latitude_sdk/core/jsonable_encoder.py	104	except Exception as e:	CODE
LOW	…ges/sdk/python/src/latitude_sdk/core/datetime_utils.py	23	except Exception:	CODE
LOW	…ages/sdk/python/src/latitude_sdk/core/http_sse/_api.py	331	except Exception:	CODE
LOW	…ages/sdk/python/src/latitude_sdk/core/http_sse/_api.py	413	except Exception:	CODE
LOW	packages/telemetry/python/README.md	301	except Exception as error:	CODE
LOW	packages/telemetry/python/examples/run_all.py	99	except Exception as e:	CODE
MEDIUM	packages/telemetry/python/examples/run_all.py	125	print(f"Error: Missing required env vars: {', '.join(missing_common)}")	CODE
LOW	…/telemetry/python/src/latitude_telemetry/sdk/memory.py	146	except Exception as error:	CODE
LOW	…/telemetry/python/src/latitude_telemetry/sdk/memory.py	159	except Exception as error:	CODE
LOW	…/telemetry/python/src/latitude_telemetry/sdk/memory.py	175	except Exception as error:	CODE
LOW	…telemetry/python/src/latitude_telemetry/sdk/context.py	196	except Exception as e:	CODE
LOW	…telemetry/python/src/latitude_telemetry/sdk/context.py	207	except Exception as e:	CODE
LOW	…telemetry/python/src/latitude_telemetry/sdk/context.py	218	except Exception as e:	CODE
LOW⚡	…telemetry/python/src/latitude_telemetry/sdk/context.py	331	except Exception as e:	CODE
LOW⚡	…telemetry/python/src/latitude_telemetry/sdk/context.py	348	except Exception as e:	CODE
LOW	…es/telemetry/python/src/latitude_telemetry/sdk/init.py	206	except Exception:	CODE
LOW	…/python/src/latitude_telemetry/sdk/instrumentations.py	240	except Exception as e:	CODE
LOW	…/python/src/latitude_telemetry/sdk/instrumentations.py	258	except Exception as e:	CODE
LOW	…/python/src/latitude_telemetry/sdk/instrumentations.py	270	except Exception as e:	CODE
LOW	…/latitude_telemetry/telemetry/redact_span_processor.py	102	except Exception:	CODE
LOW	…/latitude_telemetry/telemetry/redact_span_processor.py	156	except Exception:	CODE
LOW	…/latitude_telemetry/telemetry/redact_span_processor.py	173	except Exception:	CODE
LOW	…python/src/latitude_telemetry/telemetry/export_view.py	96	except Exception:	CODE
LOW	…python/src/latitude_telemetry/telemetry/export_view.py	108	except Exception:	CODE
LOW	…emetry/python/src/latitude_telemetry/telemetry/cost.py	432	except Exception:	CODE
LOW	…emetry/python/src/latitude_telemetry/telemetry/cost.py	507	except Exception:	CODE
LOW	…llect/src/latitude_telemetry_prime_intellect/config.py	30	except Exception:	CODE
MEDIUM	…llect/src/latitude_telemetry_prime_intellect/config.py	25	def _ssl_context() -> ssl.SSLContext:	CODE
LOW	…ct/src/latitude_telemetry_prime_intellect/transport.py	38	except Exception as read_exc:	CODE
LOW	…ct/src/latitude_telemetry_prime_intellect/transport.py	47	except Exception as exc:	CODE
LOW	…tellect/src/latitude_telemetry_prime_intellect/util.py	28	except Exception:	CODE
LOW	…llect/src/latitude_telemetry_prime_intellect/mapper.py	186	except Exception:	CODE
LOW	…llect/src/latitude_telemetry_prime_intellect/export.py	52	except Exception as exc:	CODE
LOW	…llect/src/latitude_telemetry_prime_intellect/export.py	111	except Exception as exc:	CODE
LOW⚡	…elemetry/hermes/src/latitude_telemetry_hermes/hooks.py	38	except Exception as exc: # fail-open	CODE
LOW⚡	…elemetry/hermes/src/latitude_telemetry_hermes/hooks.py	47	except Exception as exc: # fail-open	CODE
LOW⚡	…elemetry/hermes/src/latitude_telemetry_hermes/hooks.py	56	except Exception as exc: # fail-open	CODE
LOW⚡	…elemetry/hermes/src/latitude_telemetry_hermes/hooks.py	65	except Exception as exc: # fail-open	CODE
LOW⚡	…elemetry/hermes/src/latitude_telemetry_hermes/hooks.py	74	except Exception as exc: # fail-open	CODE
LOW⚡	…elemetry/hermes/src/latitude_telemetry_hermes/hooks.py	83	except Exception as exc: # fail-open	CODE
LOW⚡	…elemetry/hermes/src/latitude_telemetry_hermes/hooks.py	87	except Exception as exc: # fail-open	CODE
LOW⚡	…elemetry/hermes/src/latitude_telemetry_hermes/hooks.py	96	except Exception as exc: # fail-open	CODE
LOW⚡	…elemetry/hermes/src/latitude_telemetry_hermes/hooks.py	100	except Exception as exc: # fail-open	CODE
LOW⚡	…elemetry/hermes/src/latitude_telemetry_hermes/hooks.py	109	except Exception as exc: # fail-open	CODE
LOW⚡	…elemetry/hermes/src/latitude_telemetry_hermes/hooks.py	118	except Exception: # fail-open, and silent: this runs per token	CODE
LOW⚡	…elemetry/hermes/src/latitude_telemetry_hermes/hooks.py	127	except Exception as exc: # fail-open	CODE
LOW⚡	…elemetry/hermes/src/latitude_telemetry_hermes/hooks.py	180	except Exception as exc: # fail-open	CODE
LOW⚡	…elemetry/hermes/src/latitude_telemetry_hermes/hooks.py	184	except Exception as exc: # fail-open	CODE
LOW⚡	…elemetry/hermes/src/latitude_telemetry_hermes/hooks.py	189	except Exception as exc: # fail-open	CODE
LOW⚡	…elemetry/hermes/src/latitude_telemetry_hermes/hooks.py	216	except Exception as exc: # fail-open	CODE
LOW⚡	…elemetry/hermes/src/latitude_telemetry_hermes/hooks.py	225	except Exception as exc: # fail-open	CODE
LOW	…elemetry/hermes/src/latitude_telemetry_hermes/hooks.py	139	except Exception as exc: # fail-open	CODE
LOW	…elemetry/hermes/src/latitude_telemetry_hermes/hooks.py	148	except Exception as exc: # fail-open	CODE
34 more matches not shown…

Empty Error Handlers15 hits · 75 pts

Severity	File	Line	Snippet	Context
HIGH	…s/platform/op-gepa/python/op_gepa_engine/rpc/server.py	174	except asyncio.CancelledError:	CODE
HIGH	packages/sdk/python/src/latitude_sdk/client.py	348	except ImportError:	CODE
HIGH	…ckages/sdk/python/src/latitude_sdk/core/http_client.py	127	except (ValueError, TypeError):	CODE
HIGH	…ckages/sdk/python/src/latitude_sdk/core/http_client.py	70	except Exception:	CODE
HIGH	…ges/sdk/python/src/latitude_sdk/core/datetime_utils.py	23	except Exception:	CODE
HIGH	…ages/sdk/python/src/latitude_sdk/core/serialization.py	81	except TypeError:	CODE
HIGH	…sdk/python/src/latitude_sdk/core/http_sse/_decoders.py	69	except (TypeError, ValueError):	CODE
HIGH	…ages/sdk/python/src/latitude_sdk/core/http_sse/_api.py	90	except (LookupError, UnicodeError):	CODE
HIGH	…/latitude_telemetry/telemetry/redact_span_processor.py	98	except TypeError: # not weak-referenceable	CODE
HIGH	…/latitude_telemetry/telemetry/redact_span_processor.py	106	except TypeError:	CODE
HIGH	…elemetry/hermes/src/latitude_telemetry_hermes/hooks.py	118	except Exception: # fail-open, and silent: this runs per token	CODE
HIGH	…etry/hermes/src/latitude_telemetry_hermes/transport.py	181	except Exception: # interpreter teardown can break logging itself, so stay silent	CODE
HIGH	…etry/hermes/src/latitude_telemetry_hermes/transport.py	164	except ValueError:	CODE
HIGH	…lemetry/hermes/src/latitude_telemetry_hermes/hermes.py	37	except Exception: # not importable outside a Hermes install; the metadata lookup follows	CODE
HIGH	…lemetry/hermes/src/latitude_telemetry_hermes/hermes.py	54	except Exception: # profiles are optional; the default profile is the right answer	CODE

Structural Annotation Overuse54 hits · 71 pts

Severity	File	Line	Snippet	Context
LOW	specs/agent-benchmark/plan.md	118	### Step 1: normalize deterministic finding contracts	COMMENT
LOW	specs/agent-benchmark/plan.md	136	### Step 2: establish completion and operational findings	COMMENT
LOW	specs/agent-benchmark/plan.md	154	### Step 3: classify span endpoints	COMMENT
LOW	specs/agent-benchmark/plan.md	166	### Step 4: add minimal score provenance and linkage	COMMENT
LOW	specs/agent-benchmark/plan.md	184	### Step 5: persist examination coverage	COMMENT
LOW	specs/agent-benchmark/plan.md	204	### Step 6: build the assessment domain	COMMENT
LOW	specs/agent-benchmark/plan.md	231	### Step 7: expose the operation	COMMENT
LOW	specs/agent-benchmark/plan.md	243	### Step 8: build the Scores panel	COMMENT
LOW	specs/agent-benchmark/plan.md	257	### Step 9: verification and exit gate	COMMENT
LOW	specs/agent-benchmark/plan.md	359	### Step 1: define the versioned evidence and scoring contracts	COMMENT
LOW	specs/agent-benchmark/plan.md	381	### Step 2: build compact bulk source facts	COMMENT
LOW	specs/agent-benchmark/plan.md	405	### Step 3: reconstruct Speed's resource base	COMMENT
LOW	specs/agent-benchmark/plan.md	426	### Step 4: implement Cost readers in native units	COMMENT
LOW	specs/agent-benchmark/plan.md	467	### Step 5: evaluate, deduplicate, and aggregate	COMMENT
LOW	specs/agent-benchmark/plan.md	489	### Step 6: integrate signal effects without inflation	COMMENT
LOW	specs/agent-benchmark/plan.md	501	### Step 7: update shared use-cases, contracts, and product surfaces	COMMENT
LOW	specs/agent-benchmark/plan.md	521	### Step 8: validate and freeze launch artifacts	COMMENT
LOW	specs/agent-benchmark/plan.md	688	### Step 1: the task-outcome verdict contract	COMMENT
LOW	specs/agent-benchmark/plan.md	725	### Step 2: persistence, scoring version, and the workflow branch	COMMENT
LOW	specs/agent-benchmark/plan.md	758	### Step 3: coverage, provisioning, and selection probabilities	COMMENT
LOW	specs/agent-benchmark/plan.md	779	### Step 4: session evidence	COMMENT
LOW	specs/agent-benchmark/plan.md	798	### Step 5: the project Outcome estimator	COMMENT
LOW	specs/agent-benchmark/plan.md	833	### Step 6: project issue inputs	COMMENT
LOW	specs/agent-benchmark/plan.md	848	### Step 7: contracts, documentation, and regeneration	COMMENT
LOW	specs/agent-benchmark/plan.md	1017	### Step 1: the structured Safety verdict contract	COMMENT
LOW	specs/agent-benchmark/plan.md	1058	### Step 2: persistence and the workflow branch	COMMENT
LOW	specs/agent-benchmark/plan.md	1097	### Step 3: suite-level examination	COMMENT
LOW	specs/agent-benchmark/plan.md	1124	### Step 4: session evidence	COMMENT
LOW	specs/agent-benchmark/plan.md	1149	### Step 5: the project Safety estimator	COMMENT
LOW	specs/agent-benchmark/plan.md	1182	### Step 6: project issue inputs	COMMENT
LOW	specs/agent-benchmark/plan.md	1205	### Step 7: contracts, presets, and documentation	COMMENT
LOW	specs/agent-benchmark/plan.md	1438	### Step 1: the scoring version and its frozen artifacts	COMMENT
LOW	specs/agent-benchmark/plan.md	1478	### Step 2: the Reliability estimator	COMMENT
LOW	specs/agent-benchmark/plan.md	1511	### Step 3: window selection and the eligible population	COMMENT
LOW	specs/agent-benchmark/plan.md	1543	### Step 4: composition, coverage, and the publication gate	COMMENT
LOW	specs/agent-benchmark/plan.md	1598	### Step 5: dynamic attribution	COMMENT
LOW	specs/agent-benchmark/plan.md	1638	### Step 6: persistence, sampling policy, and jobs	COMMENT
LOW	specs/agent-benchmark/plan.md	1669	### Step 7: public and web surfaces	COMMENT
LOW	specs/agent-benchmark/plan.md	1717	### Step 8: calibration, freeze, and acceptance	COMMENT
LOW	…temporal-developer/references/typescript/versioning.md	45	#### Step 1: Patch in New Code	COMMENT
LOW	…temporal-developer/references/typescript/versioning.md	63	#### Step 2: Deprecate the Patch	COMMENT
LOW	…temporal-developer/references/typescript/versioning.md	79	#### Step 3: Remove the Patch	COMMENT
LOW⚡	.agents/skills/api-endpoints/SKILL.md	55	// Step 1: declare the mount path once; the module carries it.	COMMENT
LOW⚡	.agents/skills/api-endpoints/SKILL.md	58	// Step 2: bind the operation factory to the Env type AND the path.	COMMENT
LOW⚡	.agents/skills/api-endpoints/SKILL.md	61	// Step 3: define the boundary schemas. EVERY field gets `.describe(...)` if its	COMMENT
LOW	.agents/skills/api-endpoints/SKILL.md	78	// Step 4: declare each operation.	COMMENT
LOW	.agents/skills/api-endpoints/SKILL.md	105	// Step 5: export the module — mount order within `operations` is meaningful	COMMENT
LOW⚡	docs/getting-started/quick-start-dev.md	15	## Step 1: Create a Project	COMMENT
LOW⚡	docs/getting-started/quick-start-dev.md	21	## Step 2: Connect Telemetry	COMMENT
LOW⚡	docs/getting-started/quick-start-dev.md	27	## Step 3: View Your Traces	COMMENT
LOW	docs/getting-started/quick-start-dev.md	38	## Step 4: Explore Scores	COMMENT
LOW	docs/getting-started/quick-start-dev.md	50	## Step 5: Explore with Search and Annotate	COMMENT
LOW	packages/cli/src/text.rs	177	// Step 1: reject control characters and whitespace.	COMMENT
LOW	packages/cli/src/text.rs	193	// Step 2: NFKD decompose → strip combining marks and zero-width/bidi	COMMENT

Modern Structural Boilerplate54 hits · 55 pts

Severity	File	Line	Snippet	Context
LOW	packages/sdk/python/src/latitude_sdk/__init__.py	2418	__all__ = [	CODE
LOW	…kages/sdk/python/src/latitude_sdk/monitors/__init__.py	37	__all__ = ["ListMonitorsForTargetBodyTargetType", "UpdateMonitorBodySeverity"]	CODE
LOW	…sdk/python/src/latitude_sdk/monitors/types/__init__.py	38	__all__ = ["ListMonitorsForTargetBodyTargetType", "UpdateMonitorBodySeverity"]	CODE
LOW	packages/sdk/python/src/latitude_sdk/traces/__init__.py	34	__all__ = ["ListTracesBodySortBy", "ListTracesBodySortDirection"]	CODE
LOW	…s/sdk/python/src/latitude_sdk/traces/types/__init__.py	38	__all__ = ["ListTracesBodySortBy", "ListTracesBodySortDirection"]	CODE
LOW	packages/sdk/python/src/latitude_sdk/tools/__init__.py	50	__all__ = [	CODE
LOW	…es/sdk/python/src/latitude_sdk/tools/types/__init__.py	48	__all__ = [	CODE
LOW	packages/sdk/python/src/latitude_sdk/types/__init__.py	2211	__all__ = [	CODE
LOW	packages/sdk/python/src/latitude_sdk/core/__init__.py	91	__all__ = [	CODE
LOW	…sdk/python/src/latitude_sdk/core/pydantic_utilities.py	433	def update_forward_refs(model: Type["Model"], **localns: Any) -> None:	CODE
LOW	…/sdk/python/src/latitude_sdk/core/http_sse/__init__.py	42	__all__ = ["EventSource", "SSEError", "ServerSentEvent", "aconnect_sse", "connect_sse"]	CODE
LOW	packages/sdk/python/src/latitude_sdk/memory/__init__.py	37	__all__ = ["ListStoresMemoryRequestDirection", "ListStoresMemoryRequestSort"]	CODE
LOW	…s/sdk/python/src/latitude_sdk/memory/types/__init__.py	38	__all__ = ["ListStoresMemoryRequestDirection", "ListStoresMemoryRequestSort"]	CODE
LOW	packages/sdk/python/src/latitude_sdk/spans/__init__.py	44	__all__ = [	CODE
LOW	…es/sdk/python/src/latitude_sdk/spans/types/__init__.py	42	__all__ = [	CODE
LOW	…sdk/python/src/latitude_sdk/saved_searches/__init__.py	37	__all__ = ["ListTracesSavedSearchesRequestSortBy", "ListTracesSavedSearchesRequestSortDirection"]	CODE
LOW	…thon/src/latitude_sdk/saved_searches/types/__init__.py	38	__all__ = ["ListTracesSavedSearchesRequestSortBy", "ListTracesSavedSearchesRequestSortDirection"]	CODE
LOW	…es/sdk/python/src/latitude_sdk/experiments/__init__.py	60	__all__ = [	CODE
LOW	…/python/src/latitude_sdk/experiments/types/__init__.py	74	__all__ = [	CODE
LOW	…kages/sdk/python/src/latitude_sdk/projects/__init__.py	34	__all__ = ["UpdateProjectBodyFlaggers"]	CODE
LOW	…sdk/python/src/latitude_sdk/projects/types/__init__.py	34	__all__ = ["UpdateProjectBodyFlaggers"]	CODE
LOW	…ckages/sdk/python/src/latitude_sdk/signals/__init__.py	134	__all__ = [	CODE
LOW	…/sdk/python/src/latitude_sdk/signals/types/__init__.py	182	__all__ = [	CODE
LOW	…kages/sdk/python/src/latitude_sdk/datasets/__init__.py	104	__all__ = [	CODE
LOW	…sdk/python/src/latitude_sdk/datasets/types/__init__.py	108	__all__ = [	CODE
LOW	…ckages/sdk/python/src/latitude_sdk/imports/__init__.py	44	__all__ = [	CODE
LOW	…/sdk/python/src/latitude_sdk/imports/types/__init__.py	44	__all__ = [	CODE
LOW	…kages/sdk/python/src/latitude_sdk/sessions/__init__.py	44	__all__ = [	CODE
LOW	…sdk/python/src/latitude_sdk/sessions/types/__init__.py	42	__all__ = [	CODE
LOW	packages/sdk/python/src/latitude_sdk/users/__init__.py	48	__all__ = [	CODE
LOW	…es/sdk/python/src/latitude_sdk/users/types/__init__.py	46	__all__ = [	CODE
LOW	…ckages/sdk/python/src/latitude_sdk/members/__init__.py	34	__all__ = ["InviteMemberBodyRole", "UpdateMemberRoleBodyRole"]	CODE
LOW	…/sdk/python/src/latitude_sdk/members/types/__init__.py	38	__all__ = ["InviteMemberBodyRole", "UpdateMemberRoleBodyRole"]	CODE
LOW	packages/sdk/python/src/latitude_sdk/errors/__init__.py	46	__all__ = [	CODE
LOW	…ages/sdk/python/src/latitude_sdk/incidents/__init__.py	37	__all__ = ["ListIncidentsRequestSeveritiesItem", "ListIncidentsRequestSourceType"]	CODE
LOW	…dk/python/src/latitude_sdk/incidents/types/__init__.py	38	__all__ = ["ListIncidentsRequestSeveritiesItem", "ListIncidentsRequestSourceType"]	CODE
LOW	…es/telemetry/python/src/latitude_telemetry/__init__.py	88	__all__ = [	CODE
LOW	…ry/python/src/latitude_telemetry/constants/__init__.py	4	__all__ = [	CODE
LOW⚡	…etry/python/src/latitude_telemetry/sdk/_deprecation.py	11	logger = logging.getLogger(__name__)	CODE
LOW	…elemetry/python/src/latitude_telemetry/sdk/__init__.py	26	__all__ = [	CODE
LOW	…es/telemetry/python/src/latitude_telemetry/sdk/init.py	29	logger = logging.getLogger(__name__)	CODE
LOW	…/python/src/latitude_telemetry/sdk/instrumentations.py	20	logger = logging.getLogger(__name__)	CODE
LOW	…on/src/latitude_telemetry/instrumentations/__init__.py	7	__all__ = [	CODE
LOW	…/latitude_telemetry/telemetry/redact_span_processor.py	19	logger = logging.getLogger(__name__)	CODE
LOW	…ry/python/src/latitude_telemetry/telemetry/__init__.py	5	__all__ = [	CODE
LOW	…python/src/latitude_telemetry/telemetry/export_view.py	27	logger = logging.getLogger(__name__)	CODE
LOW	…emetry/python/src/latitude_telemetry/telemetry/cost.py	40	logger = logging.getLogger(__name__)	CODE
LOW	…llect/src/latitude_telemetry_prime_intellect/config.py	36	logger = logging.getLogger(__name__)	CODE
LOW	…ect/src/latitude_telemetry_prime_intellect/__init__.py	12	__all__ = [	CODE
LOW	…lemetry/hermes/src/latitude_telemetry_hermes/config.py	54	logger = logging.getLogger(__name__)	CODE
LOW⚡	…lemetry/hermes/src/latitude_telemetry_hermes/config.py	131	def set_plugin_context(ctx: Any) -> None:	CODE
LOW	…metry/hermes/src/latitude_telemetry_hermes/__init__.py	6	__all__ = ["child_env", "current_traceparent", "register"]	CODE
LOW	…ry/hermes/src/latitude_telemetry_hermes/propagation.py	124	def set_active(context: Optional[ChildContext]) -> None:	CODE
LOW	…lemetry/hermes/src/latitude_telemetry_hermes/redact.py	17	logger = logging.getLogger(__name__)	CODE

Modern AI Meta-Vocabulary20 hits · 52 pts

Severity	File	Line	Snippet	Context
MEDIUM	specs/agent-dispatch.md	15	9. [Idempotency, guardrails, and failure policy](#idempotency-guardrails-and-failure-policy)	CODE
MEDIUM	specs/agent-dispatch.md	159	4. Guardrail gate — per-config `maxDispatchesPerDay` and `cooldownMinutes` (see [Idempotency, guardrails, failure po	CODE
MEDIUM	specs/agent-dispatch.md	363	## Idempotency, guardrails, and failure policy	COMMENT
MEDIUM	specs/signals.md	461	One builder ([R1](#r1--builder-ui-mvp), shipped #3773), three entry points (Signals list "New signal", "Create signal fr	CODE
MEDIUM	specs/signals.md	461	One builder ([R1](#r1--builder-ui-mvp), shipped #3773), three entry points (Signals list "New signal", "Create signal fr	CODE
MEDIUM	specs/signals.md	641	> Phases 1–6 above are shipped. **R1 (builder UI, #3773), R2's describe→script generation (since retired into R4), R3's	CODE
MEDIUM	specs/signals.md	660	- [x] Describe → script generation (shipped #3763, then retired into [R4](#r4--agentic-signal-creation-shipped))	CODE
MEDIUM	specs/signal-resolve-ignore.md	94	An earlier automated attempt exists as open PR #4071 (branch `origin/cursor/restore-signal-resolved-ignored-394f`). **Th	CODE
MEDIUM	…ckhouse/src/repositories/score-analytics-repository.ts	1664	// Bucket scaffold aligned to `toStartOfInterval(... , INTERVAL N SECOND)`	COMMENT
MEDIUM	packages/cli/src/openapi/app.rs	3010	// A defaulted nested leaf (`platform_settings.guardrails.version`) must	COMMENT
MEDIUM	packages/cli/src/openapi/app.rs	3012	// flag (`--platform-settings.guardrails '{...}'`): the executor refuses	COMMENT
MEDIUM	packages/cli/src/openapi/app.rs	4421	// A `const` leaf under a nested object (`platform_settings.guardrails	COMMENT
MEDIUM	packages/cli/src/openapi/app.rs	4425	// .guardrails` unusable on any const-bearing nested schema.	COMMENT
MEDIUM	packages/telemetry/claude-code/src/otlp.ts	26	// entirely ASCII). A long agentic turn can contain hundreds of LLM calls, each	COMMENT
MEDIUM	packages/telemetry/claude-code/src/index.ts	201	// Long agentic turns produce payloads far beyond what a single POST can deliver,	COMMENT
MEDIUM	…ages/domain/signals/src/use-cases/list-signals.test.ts	1012	// Every bucket key is aligned to the chosen interval — no drift between scaffold rows.	COMMENT
MEDIUM	…main/taxonomy/src/use-cases/adaptive-gardening.test.ts	440	// Within the guardrails the fallback check enforces, so a real corpus is	COMMENT
MEDIUM	…main/taxonomy/src/use-cases/list-project-behaviours.ts	357	// node whose members all moved into children must still scaffold them.	COMMENT
MEDIUM	…b/src/domains/organizations/organizations.functions.ts	163	keepMonitoring: z.boolean().optional(), // TODO: deprecated. Removed from frontend but maintained to keep cascaded set	CODE
MEDIUM	…/signals/-components/builder/judge-detector-editor.tsx	4	// scaffold teaches the expected shape: a description of the session, not instructions.	COMMENT

AI Slop Vocabulary9 hits · 27 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/platform/latitude-api/src/client.test.ts	215	// to 3 total attempts; asserting `> 1` keeps the test robust to the	COMMENT
LOW	…ages/sdk/python/src/latitude_sdk/core/serialization.py	251	# then we can just pass the value through as is	COMMENT
MEDIUM	packages/telemetry/hermes/tests/test_propagation.py	178	# session id is the only thing still grouping it with the parent harness.	COMMENT
MEDIUM⚡	…elemetry/hermes/src/latitude_telemetry_hermes/hooks.py	230	# Published for the duration of a tool call, so a harness the tool spawns attaches	COMMENT
MEDIUM	…ry/hermes/src/latitude_telemetry_hermes/propagation.py	98	# something unrelated can opt this harness in (or out) without disturbing it.	COMMENT
MEDIUM	…s/_authenticated/projects/$projectSlug/tools/index.tsx	159	// tool call — a robust empty-state signal (not the best-effort `firstTraceAt`).	COMMENT
MEDIUM	…projects/$projectSlug/-components/project-explorer.tsx	475	// means the project has no traces at all, a robust "empty project" signal. `firstTraceAt` is	COMMENT
MEDIUM	…ts/$projectSlug/-components/use-project-time-window.ts	112	// data (a robust signal, unlike the best-effort `firstTraceAt` flag). Forward `searchQuery` so the	COMMENT
MEDIUM	…s/_authenticated/projects/$projectSlug/users/index.tsx	155	// `totalCount` is over the All-time default, so 0 means the project has no users at all — a robust	COMMENT

Fake / Example Data25 hits · 26 pts

Severity	File	Line	Snippet	Context
LOW	…kages/platform/db-postgres/src/outbox-consumer.test.ts	12	payload: { email: "user@example.com" },	CODE
LOW	…src/repositories/admin-feature-flag-repository.test.ts	34	email: "admin@example.com",	CODE
LOW	packages/cli/src/asyncapi/executor.rs	917	("placeholder", ""),	CODE
LOW	packages/cli/src/openapi/skill_emitter.rs	570	"email" => return "user@example.com".to_string(),	CODE
LOW	packages/cli/src/openapi/skill_emitter.rs	815	assert_eq!(example_placeholder(&email_param), "user@example.com");	CODE
LOW⚡	…kages/telemetry/python/tests/telemetry/capture_test.py	339	"user_email": "user@example.com",	CODE
LOW⚡	…kages/telemetry/python/tests/telemetry/capture_test.py	349	assert captured_ctx.user_email == "user@example.com"	CODE
LOW	packages/domain/spans/src/redaction/detectors.test.ts	103	expect(found("email: 'user@example.com'", "email")).toEqual(["user@example.com"])	CODE
LOW	packages/domain/shared/src/errors.test.ts	79	const err = new ConflictError({ entity: "User", field: "email", value: "foo@bar.com" })	CODE
LOW	packages/domain/shared/src/errors.test.ts	81	expect(err.httpMessage).toBe("User with email 'foo@bar.com' already exists")	CODE
LOW	packages/domain/users/src/testing/index.ts	1	export { createFakeUserRepository } from "./fake-user-repository.ts"	CODE
LOW	packages/domain/users/src/use-cases/delete-user.test.ts	14	import { createFakeUserRepository } from "../testing/fake-user-repository.ts"	CODE
LOW	packages/domain/users/src/use-cases/get-account.test.ts	14	import { createFakeUserRepository } from "../testing/fake-user-repository.ts"	CODE
LOW	…/domain/flaggers/src/flagger-strategies/pii-leakage.ts	42	- Obviously fictional, example, or placeholder data (test@example.com, 555-0100 numbers, "John Doe", 4111 1111 1111 1111	CODE
LOW	…/src/domains/organizations/complete-onboarding.test.ts	10	const result = completeOnboardingInputSchema.safeParse({ name: "John Doe", organizationName: "Acme Inc." })	CODE
LOW	…/src/domains/organizations/complete-onboarding.test.ts	18	expect(result.data).toEqual({ name: "John Doe", organizationName: "Acme" })	CODE
LOW	…/src/domains/organizations/complete-onboarding.test.ts	81	const INPUT = { actorUserId: "user-1", name: "John Doe", organizationName: "Acme" }	CODE
LOW	…/src/domains/organizations/complete-onboarding.test.ts	106	expect(deps.updateUserName).toHaveBeenCalledWith("John Doe")	CODE
LOW	apps/web/src/domains/admin/users.functions.test.ts	57	const result = adminChangeUserEmailInputSchema.safeParse({ userId: "user-123", newEmail: "user@example.com" })	CODE
LOW	apps/web/src/domains/admin/users.functions.test.ts	60	expect(result.data.newEmail).toBe("user@example.com")	CODE
LOW	apps/web/src/domains/admin/users.functions.test.ts	91	expect(adminChangeUserEmailInputSchema.safeParse({ userId: "", newEmail: "user@example.com" }).success).toBe(false)	CODE
LOW	…ts/$projectSlug/-components/detail-navigation.test.tsx	83	component: () => <UserSessionsLink userId="user@example.com" />,	CODE
LOW	…ts/$projectSlug/-components/detail-navigation.test.tsx	96	expect(typeof raw === "string" ? JSON.parse(raw) : raw).toEqual({ userId: [{ op: "eq", value: "user@example.com" }] })	CODE
LOW	…ackoffice/-components/account-actions/change-email.tsx	112	placeholder="user@example.com"	CODE
LOW	apps/api/src/routes/partners.test.ts	248	{ user: { email: "founder@longitude.example", phone: "555-0100" } },	CODE

Deep Nesting23 hits · 23 pts

Severity	File	Line	Context
LOW	packages/platform/op-gepa/python/op_gepa_engine/util.py	13	CODE
LOW	…s/sdk/python/src/latitude_sdk/core/jsonable_encoder.py	32	CODE
LOW	packages/sdk/python/src/latitude_sdk/core/file.py	46	CODE
LOW	…ages/sdk/python/src/latitude_sdk/core/query_encoder.py	9	CODE
LOW	…ages/sdk/python/src/latitude_sdk/core/query_encoder.py	26	CODE
LOW	…sdk/python/src/latitude_sdk/core/pydantic_utilities.py	322	CODE
LOW	…sdk/python/src/latitude_sdk/core/http_sse/_decoders.py	28	CODE
LOW	…ages/sdk/python/src/latitude_sdk/core/http_sse/_api.py	257	CODE
LOW	…ages/sdk/python/src/latitude_sdk/core/http_sse/_api.py	352	CODE
LOW	…/telemetry/python/src/latitude_telemetry/util/utils.py	12	CODE
LOW	…/latitude_telemetry/telemetry/redact_span_processor.py	164	CODE
LOW	…python/src/latitude_telemetry/telemetry/span_filter.py	192	CODE
LOW	…emetry/python/src/latitude_telemetry/telemetry/cost.py	173	CODE
LOW	packages/telemetry/prime-intellect/tests/test_mapper.py	9	CODE
LOW	…llect/src/latitude_telemetry_prime_intellect/mapper.py	299	CODE
LOW	…llect/src/latitude_telemetry_prime_intellect/export.py	149	CODE
LOW	…ect/src/latitude_telemetry_prime_intellect/messages.py	62	CODE
LOW	packages/telemetry/hermes/tests/helpers.py	11	CODE
LOW	…etry/hermes/src/latitude_telemetry_hermes/transport.py	87	CODE
LOW	…metry/hermes/src/latitude_telemetry_hermes/messages.py	139	CODE
LOW	…metry/hermes/src/latitude_telemetry_hermes/messages.py	158	CODE
LOW	…metry/hermes/src/latitude_telemetry_hermes/messages.py	291	CODE
LOW	…metry/hermes/src/latitude_telemetry_hermes/messages.py	308	CODE

AI Structural Patterns22 hits · 21 pts

Severity	File	Line	Context
LOW	packages/sdk/python/src/latitude_sdk/client.py	92	CODE
LOW	packages/sdk/python/src/latitude_sdk/client.py	415	CODE
LOW	…ckages/sdk/python/src/latitude_sdk/core/http_client.py	357	CODE
LOW	…ckages/sdk/python/src/latitude_sdk/core/http_client.py	526	CODE
LOW	…ckages/sdk/python/src/latitude_sdk/core/http_client.py	664	CODE
LOW	…ckages/sdk/python/src/latitude_sdk/core/http_client.py	836	CODE
LOW	…ges/sdk/python/src/latitude_sdk/core/client_wrapper.py	107	CODE
LOW	…sdk/python/src/latitude_sdk/core/pydantic_utilities.py	288	CODE
LOW	packages/sdk/python/src/latitude_sdk/signals/client.py	47	CODE
LOW	packages/sdk/python/src/latitude_sdk/signals/client.py	944	CODE
LOW	…ages/sdk/python/src/latitude_sdk/signals/raw_client.py	49	CODE
LOW	…ages/sdk/python/src/latitude_sdk/signals/raw_client.py	1679	CODE
LOW	packages/sdk/python/src/latitude_sdk/users/client.py	40	CODE
LOW	packages/sdk/python/src/latitude_sdk/users/client.py	471	CODE
LOW	…ckages/sdk/python/src/latitude_sdk/users/raw_client.py	40	CODE
LOW	…ckages/sdk/python/src/latitude_sdk/users/raw_client.py	801	CODE
LOW	packages/telemetry/python/examples/test_watsonx.py	63	CODE
LOW	…/telemetry/python/src/latitude_telemetry/sdk/memory.py	104	CODE
LOW	…telemetry/python/src/latitude_telemetry/sdk/context.py	40	CODE
LOW	…es/telemetry/python/src/latitude_telemetry/sdk/init.py	215	CODE
LOW	…es/telemetry/python/src/latitude_telemetry/sdk/init.py	75	CODE
LOW	…/telemetry/python/src/latitude_telemetry/sdk/tracer.py	80	CODE

Self-Referential Comments5 hits · 16 pts

Severity	File	Line	Snippet	Context
MEDIUM	docker/seaweedfs/init.sh	4	# Create the storage bucket once the S3 gateway is up (idempotent), then hand	COMMENT
MEDIUM	charts/latitude/templates/seaweedfs.yaml	15	# Create the storage bucket once the S3 gateway is up (idempotent), then hand	COMMENT
MEDIUM	packages/platform/db-postgres/scripts/migration.ts	30	# This file is auto-generated by the migration script.	COMMENT
MEDIUM	…es/platform/db-clickhouse/clickhouse/scripts/create.sh	20	# This file is auto-generated by the migration script.	COMMENT
MEDIUM⚡	…emetry/python/tests/telemetry/trace_continuity_test.py	38	# Create a child span	COMMENT

Overly Generic Function Names15 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW⚡	…kages/telemetry/python/tests/telemetry/capture_test.py	217	def my_function():	CODE
LOW⚡	…kages/telemetry/python/tests/telemetry/capture_test.py	355	def my_function():	CODE
LOW	…kages/telemetry/python/tests/telemetry/capture_test.py	24	def my_function():	CODE
LOW	…kages/telemetry/python/tests/telemetry/capture_test.py	174	def my_function():	CODE
LOW	…kages/telemetry/python/tests/telemetry/capture_test.py	194	def my_function():	CODE
LOW	…kages/telemetry/python/tests/telemetry/capture_test.py	326	def my_function():	CODE
LOW⚡	…emetry/python/tests/telemetry/trace_continuity_test.py	28	def my_function():	CODE
LOW⚡	…emetry/python/tests/telemetry/trace_continuity_test.py	66	def my_function():	CODE
LOW	…emetry/python/tests/telemetry/trace_continuity_test.py	89	def my_function():	CODE
LOW	…emetry/python/tests/telemetry/trace_continuity_test.py	106	def my_function():	CODE
LOW	…emetry/python/tests/telemetry/trace_continuity_test.py	164	def my_function():	CODE
LOW	…emetry/python/tests/telemetry/trace_continuity_test.py	188	def my_function():	CODE
LOW	…emetry/python/tests/telemetry/trace_continuity_test.py	214	def my_function():	CODE
LOW	…emetry/python/tests/telemetry/trace_continuity_test.py	239	def my_function():	CODE
LOW	…emetry/python/tests/telemetry/trace_continuity_test.py	267	def my_function():	CODE

Synthetic Comment Markers3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	.agents/skills/humanizer/SKILL.md	620	This skill is based on [Wikipedia:Signs of AI writing](https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing), mai	CODE
HIGH	packages/cli/cli/latitude/openapi0.json	1	{"openapi":"3.1.0","info":{"title":"Latitude","version":"v1","description":"Open-source AI agent monitoring platform. Fu	CODE
HIGH	packages/cli/cli/latitude/openapi0.json	1	{"openapi":"3.1.0","info":{"title":"Latitude","version":"v1","description":"Open-source AI agent monitoring platform. Fu	CODE

Cross-Language Confusion (JS/TS)2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	scripts/taxonomy/rebuild.ts	96	print(child.id, `${indent} `)	CODE
HIGH	scripts/taxonomy/rebuild.ts	100	print(null, "")	CODE

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	…src/domains/agent-dispatch/agent-dispatch.functions.ts	229	return parsed.data.data.users.nodes.map((user) => ({ id: user.id, name: user.name, email: user.email ?? null }))	CODE

Docstring Block Structure1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	…s/platform/op-gepa/python/op_gepa_engine/rpc/server.py	115	Execute multiple RPC calls concurrently and wait for all to complete. All calls use the same method and respons	STRING

Verbosity Indicators2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	packages/cli/src/text.rs	177	// Step 1: reject control characters and whitespace.	COMMENT
LOW	packages/cli/src/text.rs	193	// Step 2: NFKD decompose → strip combining marks and zero-width/bidi	COMMENT

TODO Padding3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	…ges/domain/flaggers/src/flagger-strategies/laziness.ts	46	• Placeholder comments in code ("// TODO: implement the rest")	CODE
LOW	…es/domain/flaggers/src/hints/pattern-gatherers.test.ts	146	["Write the auth middleware.", "```ts\nexport function auth() {\n // TODO: implement\n}\n```"],	CODE
LOW	…es/domain/flaggers/src/hints/pattern-gatherers.test.ts	149	["Write a fib function.", "```py\ndef fib(n):\n # TODO: implement\n```"],	CODE

latitude-dev/latitude-llm

Open-Source Code Quality, Security and Technical Debt Review