Resolve production issues, fast. An open source observability platform unifying session replays, logs, metrics, traces and errors powered by ClickHouse and OpenTelemetry.
This report presents the forensic synthetic code analysis of hyperdxio/hyperdx, a TypeScript project with 9,668 GitHub stars. SynthScan v2.0 examined 360,739 lines of code across 1303 source files, recording 550 pattern matches distributed across 14 syntactic categories. The overall adjusted score of 3.1 places this repository in the Likely human-written 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).
This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.
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.
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.
The scanner identified 550 distinct pattern matches across 14 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.
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM⚡ | .config/wt.toml | 7 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | .config/wt.toml | 9 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | .config/wt.toml | 12 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | .config/wt.toml | 14 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | .config/wt.toml | 18 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | .config/wt.toml | 21 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | scripts/dev-kill-ports.sh | 2 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | scripts/dev-kill-ports.sh | 5 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | scripts/dev-env.sh | 2 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | scripts/dev-env.sh | 4 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | scripts/dev-env.sh | 35 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | scripts/test-e2e.sh | 30 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | scripts/test-e2e.sh | 32 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | scripts/test-e2e.sh | 50 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | scripts/ensure-dev-portal.sh | 2 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | scripts/ensure-dev-portal.sh | 11 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | packages/app/src/components/ColorRulesEditor.tsx | 36 | // ─── Types ─────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | packages/app/src/components/ColorRulesEditor.tsx | 46 | // ─── Operator options (number-tile subset) ──────────────────────────────────── | COMMENT |
| MEDIUM | packages/app/src/components/ColorRulesEditor.tsx | 70 | // ─── Single sortable rule row ───────────────────────────────────────────────── | COMMENT |
| MEDIUM | packages/app/src/components/ColorRulesEditor.tsx | 285 | // ─── ColorRulesEditor ───────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | …app/src/components/ChartEditor/__tests__/utils.test.ts | 506 | // ── Valid forms (no errors) ────────────────────────────────────────── | COMMENT |
| MEDIUM | …app/src/components/ChartEditor/__tests__/utils.test.ts | 631 | // ── Raw SQL validation ─────────────────────────────────────────────── | COMMENT |
| MEDIUM | …app/src/components/ChartEditor/__tests__/utils.test.ts | 818 | // ── Source validation ──────────────────────────────────────────────── | COMMENT |
| MEDIUM | …app/src/components/ChartEditor/__tests__/utils.test.ts | 861 | // ── Series valueExpression validation ──────────────────────────────── | COMMENT |
| MEDIUM | …app/src/components/ChartEditor/__tests__/utils.test.ts | 970 | // ── Metric name validation ─────────────────────────────────────────── | COMMENT |
| MEDIUM | …app/src/components/ChartEditor/__tests__/utils.test.ts | 1052 | // ── Number / Pie single-series validation ──────────────────────────── | COMMENT |
| MEDIUM | …app/src/components/ChartEditor/__tests__/utils.test.ts | 1214 | // ── Alert thresholdMax validation ─────────────────────────────────── | COMMENT |
| MEDIUM | …app/src/components/ChartEditor/__tests__/utils.test.ts | 1356 | // ── Multiple validation errors at once ─────────────────────────────── | COMMENT |
| MEDIUM | …app/src/components/ChartEditor/__tests__/utils.test.ts | 1415 | // ── Heatmap-specific validation ─────────────────────────────────────── | COMMENT |
| MEDIUM | packages/app/src/__tests__/utils.test.ts | 1386 | // ─── evaluateColorCondition ─────────────────────────────────────────────────── | COMMENT |
| MEDIUM | packages/app/src/__tests__/utils.test.ts | 1601 | // ─── resolveConditionalColor ────────────────────────────────────────────────── | COMMENT |
| MEDIUM | …kages/common-utils/src/__tests__/mine-patterns.test.ts | 3 | // ─── Helpers ───────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | …kages/common-utils/src/__tests__/mine-patterns.test.ts | 25 | // ─── Tests ─────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | packages/common-utils/src/__tests__/types.test.ts | 6 | // ─── Positive cases ───────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | packages/common-utils/src/__tests__/types.test.ts | 130 | // ─── Negative cases ────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | packages/common-utils/src/__tests__/types.test.ts | 287 | // ─── Positive cases ───────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | packages/common-utils/src/__tests__/types.test.ts | 303 | // ─── Negative cases ────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM⚡ | packages/common-utils/src/drain/mine-patterns.ts | 10 | // ─── Denoise constants ─────────────────────────────────────────────────────── | COMMENT |
| MEDIUM⚡ | packages/common-utils/src/drain/mine-patterns.ts | 19 | // ─── Body normalization ────────────────────────────────────────────────────── | COMMENT |
| MEDIUM⚡ | packages/common-utils/src/drain/mine-patterns.ts | 29 | // ─── Types ─────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | packages/common-utils/src/drain/mine-patterns.ts | 81 | // ─── Core mining function ──────────────────────────────────────────────────── | COMMENT |
| MEDIUM | packages/hdx-eval/src/cli.ts | 523 | // ── Anchor-time resolution ─────────────────────────────────── | COMMENT |
| MEDIUM | packages/hdx-eval/src/cli.ts | 563 | // ── Re-seed ─────────────────────────────────────────────────── | COMMENT |
| MEDIUM | packages/hdx-eval/src/cli.ts | 741 | // ─── Auto-grade ────────────────────────────────────────────── | COMMENT |
| MEDIUM | packages/hdx-eval/src/cli.ts | 771 | // ─── Auto-report ──────────────────────────────────────────── | COMMENT |
| MEDIUM | packages/hdx-eval/src/grading/grade.ts | 239 | // ── Post-run inspection (scenario hook) ────────────────────────── | COMMENT |
| MEDIUM | packages/hdx-eval/src/grading/grade.ts | 272 | // ── LLM Judge ──────────────────────────────────────────────────── | COMMENT |
| MEDIUM | packages/hdx-eval/src/grading/grade.ts | 289 | // ── Combined score ─────────────────────────────────────────────── | COMMENT |
| MEDIUM | packages/hdx-eval/src/grading/dashboardInspection.ts | 20 | // ─── Types ─────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | packages/hdx-eval/src/grading/dashboardInspection.ts | 70 | // ─── Tool call analysis ────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | packages/hdx-eval/src/grading/dashboardInspection.ts | 158 | // ─── Dashboard inspection ──────────────────────────────────────────────────── | COMMENT |
| MEDIUM | packages/hdx-eval/src/grading/dashboardInspection.ts | 207 | // ── Collect container evidence ────────────────────────────── | COMMENT |
| MEDIUM | packages/hdx-eval/src/grading/dashboardInspection.ts | 232 | // ── Collect tile evidence ─────────────────────────────────── | COMMENT |
| MEDIUM | packages/hdx-eval/src/grading/dashboardInspection.ts | 305 | // ── Cleanup ─────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | packages/hdx-eval/src/grading/dashboardInspection.ts | 336 | // ─── Evidence formatting for the LLM judge ────────────────────────────────── | COMMENT |
| MEDIUM | packages/hdx-eval/src/grading/dashboardInspection.ts | 338 | // ─── Distractor / misleading-data awareness analysis ────────────────────────── | COMMENT |
| MEDIUM | packages/hdx-eval/src/grading/dashboardInspection.ts | 583 | // ── Misleading-data / distractor-awareness signals ────────────────── | COMMENT |
| MEDIUM | packages/hdx-eval/src/__tests__/dashboard-build.test.ts | 175 | // ── Misleading-data trap: messy severity casing/aliases ────────── | COMMENT |
| MEDIUM | packages/hdx-eval/src/__tests__/noisy-signals.test.ts | 40 | // ─── Per-pattern shares ──────────────────────────────────────────────── | COMMENT |
| MEDIUM | packages/hdx-eval/src/__tests__/noisy-signals.test.ts | 109 | // noise from load-bearing — the cells are composite. ─────────────── | COMMENT |
| 176 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | scripts/dev-portal/index.html | 720 | function renderHistoryWorktreeCard(worktree, entries) { | CODE |
| LOW | packages/app/tests/e2e/seed-clickhouse.ts | 703 | function generateInterestingFilterKeyLogData(seedRef: number): string { | CODE |
| LOW | packages/app/tests/e2e/seed-clickhouse.ts | 725 | function generateMetadataMvLogData(seedRef: number): string { | CODE |
| LOW⚡ | packages/app/src/source.ts | 56 | export function getSourceValidationNotificationId(sourceId: string) { | CODE |
| LOW⚡ | packages/app/src/source.ts | 62 | export function getFirstTimestampValueExpression(valueExpression: string) { | CODE |
| LOW⚡ | packages/app/src/source.ts | 70 | export function getDisplayedTimestampValueExpression(eventModel: TSource) { | CODE |
| LOW | packages/app/src/source.ts | 459 | export function getDurationSecondsExpression(source: TTraceSource) { | CODE |
| LOW | packages/app/src/source.ts | 484 | function isDurationPreservingAggFn(aggFn: string | undefined): boolean { | CODE |
| LOW | packages/app/src/source.ts | 503 | export function getTraceDurationNumberFormat( | CODE |
| LOW | packages/app/src/source.ts | 533 | export function getFirstSeriesNumberFormat( | CODE |
| LOW | packages/app/src/source.ts | 552 | export function useSingleSeriesNumberFormat( | CODE |
| LOW | packages/app/src/defaults.ts | 10 | export function searchChartConfigDefaults( | CODE |
| LOW | packages/app/src/HDXMultiSeriesTimeChart.tsx | 557 | export function collectMemoChartGradientHexes( | CODE |
| LOW | packages/app/src/utils.ts | 310 | export function formatDistanceToNowStrictShort(date: Date) { | CODE |
| LOW | packages/app/src/utils.ts | 583 | function isCategoricalChartPaletteToken( | CODE |
| LOW | packages/app/src/utils.ts | 758 | export function getChartColorSuccessHighlight(): string { | CODE |
| LOW | packages/app/src/NamespaceDetailsSidePanel.tsx | 223 | export default function NamespaceDetailsSidePanel({ | CODE |
| LOW | packages/app/src/dashboard.ts | 104 | export function normalizeRawDashboardTileColors(input: unknown): unknown { | CODE |
| LOW | packages/app/src/serviceDashboard.ts | 29 | export function makeCoalescedFieldsAccessQuery( | CODE |
| LOW | packages/app/src/serviceDashboard.ts | 201 | export function useServiceDashboardExpressions({ | CODE |
| LOW | packages/app/src/DBSearchPage.tsx | 768 | function useSearchedConfigToChartConfig( | CODE |
| LOW | packages/app/src/DBSearchPage.tsx | 868 | function formatDroppedFiltersMessage(count: number): string { | CODE |
| LOW | packages/app/src/ChartUtils.tsx | 427 | export function formatResponseForCategoricalChart( | CODE |
| LOW | packages/app/src/ChartUtils.tsx | 566 | function firstGroupColumnIsLogLevel( | CODE |
| LOW | packages/app/src/ChartUtils.tsx | 580 | function addResponseToFormattedData({ | CODE |
| LOW | packages/app/src/ChartUtils.tsx | 669 | export function formatResponseForTimeChart({ | CODE |
| LOW | packages/app/src/ChartUtils.tsx | 1143 | export function convertToNumberChartConfig( | CODE |
| LOW | packages/app/src/ChartUtils.tsx | 1152 | export function convertToTableChartConfig( | CODE |
| LOW | packages/app/src/ChartUtils.tsx | 1175 | export function buildMVDateRangeIndicator({ | CODE |
| LOW | packages/app/src/GranularityPicker.tsx | 73 | function GranularityPickerControlledComponent(props: UseControllerProps<any>) { | CODE |
| LOW | packages/app/src/utils/searchWindows.ts | 18 | export function generateTimeWindowsDescending( | CODE |
| LOW | packages/app/src/utils/searchWindows.ts | 62 | export function generateTimeWindowsAscending( | CODE |
| LOW | packages/app/src/utils/materializedViews.ts | 104 | async function getMetadataForMaterializedViewAndTable( | CODE |
| LOW | packages/app/src/utils/materializedViews.ts | 185 | export function inferTimestampColumnGranularity( | CODE |
| LOW | packages/app/src/utils/materializedViews.ts | 324 | export async function inferMaterializedViewConfig( | CODE |
| LOW | packages/app/src/utils/highlightedAttributes.ts | 9 | export function getSelectExpressionsForHighlightedAttributes( | CODE |
| LOW | packages/app/src/utils/highlightedAttributes.ts | 18 | export function getHighlightedAttributesFromData( | CODE |
| LOW | packages/app/src/utils/tilePositioning.ts | 27 | export function calculateNextTilePosition( | CODE |
| LOW | packages/app/src/utils/sourceFieldSuggestions.tsx | 152 | export function inferSourceFieldCandidates( | CODE |
| LOW | packages/app/src/utils/sourceFieldSuggestions.tsx | 218 | export function getSourceConfigPairingWarnings( | CODE |
| LOW | packages/app/src/utils/directTrace.ts | 3 | export function buildDirectTraceWhereClause( | CODE |
| LOW | packages/app/src/utils/directTrace.ts | 24 | export function getDefaultDirectTraceDateRange( | CODE |
| LOW | packages/app/src/utils/alerts.ts | 50 | export function extendDateRangeToInterval( | CODE |
| LOW | packages/app/src/utils/alerts.ts | 156 | export function parseScheduleStartAtValue( | CODE |
| LOW | …kages/app/src/components/NumberTileBackgroundChart.tsx | 33 | export function sparklinePointsFromGraphResults( | CODE |
| LOW | …kages/app/src/components/NumberTileBackgroundChart.tsx | 93 | function NumberTileBackgroundChartInner({ | CODE |
| LOW | …kages/app/src/components/NumberTileBackgroundChart.tsx | 170 | export default function NumberTileBackgroundChart({ | CODE |
| LOW | packages/app/src/components/infraCorrelations.ts | 85 | export function getActiveInfraCorrelations( | CODE |
| LOW | …ages/app/src/components/MetricAttributeHelperPanel.tsx | 393 | export function MetricAttributeHelperPanel({ | CODE |
| LOW⚡ | packages/app/src/components/sourceSelectUtils.tsx | 51 | export function useFilteredSortedSourceItems( | CODE |
| LOW⚡ | packages/app/src/components/sourceSelectUtils.tsx | 54 | export function useFilteredSortedSourceItems( | CODE |
| LOW⚡ | packages/app/src/components/sourceSelectUtils.tsx | 57 | export function useFilteredSortedSourceItems({ | CODE |
| LOW | packages/app/src/components/deltaChartUtils.ts | 143 | export function flattenedKeyToSqlExpression( | CODE |
| LOW | packages/app/src/components/SourceSchemaPreview.tsx | 201 | export function isSourceSchemaPreviewEnabled( | CODE |
| LOW | …ges/app/src/components/DBHighlightedAttributesList.tsx | 18 | export function DBHighlightedAttributesList({ | CODE |
| LOW | packages/app/src/components/DBTraceWaterfallChart.tsx | 427 | function useFilteredEventsAroundFocus( | CODE |
| LOW | packages/app/src/components/DBTraceWaterfallChart.tsx | 564 | export function DBTraceWaterfallChartContainer({ | CODE |
| LOW | …pp/src/components/ServiceDashboardDbQuerySidePanel.tsx | 24 | export default function ServiceDashboardDbQuerySidePanel({ | CODE |
| LOW | packages/app/src/components/ContextSidePanel.tsx | 170 | function generateSegmentedControlData() { | CODE |
| LOW | …ages/app/src/components/ChartDisplaySettingsDrawer.tsx | 106 | export default function ChartDisplaySettingsDrawer({ | CODE |
| 146 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | .kodiak.toml | 21 | # automerge label. This option only applies when `merge.require_automerge_label` | COMMENT |
| LOW | .kodiak.toml | 41 | # merge commit. | COMMENT |
| LOW | .kodiak.toml | 81 | COMMENT | |
| LOW | docker-compose.dev.yml | 141 | COMMENT | |
| LOW | docker-compose.yml | 1 | name: hdx-oss | COMMENT |
| LOW | .config/wt.toml | 1 | # HyperDX worktrunk project config | COMMENT |
| LOW | docker/otel-collector/config.yaml | 121 | # Normalize the severity_text case | COMMENT |
| LOW | docker/otel-collector/custom.config.yaml | 21 | # limit_percentage: 75 | COMMENT |
| LOW | smoke-tests/otel-collector/test_helpers/utilities.bash | 81 | # env), but the round trip through the exporter into ClickHouse is not | COMMENT |
| LOW | scripts/dev-env.sh | 1 | #!/usr/bin/env bash | COMMENT |
| LOW | scripts/dev-env.sh | 21 | # - OS ephemeral ports (32768+ Linux, 49152+ macOS) | COMMENT |
| LOW | scripts/test-e2e.sh | 1 | #!/bin/bash | COMMENT |
| LOW | scripts/test-e2e.sh | 21 | # | COMMENT |
| LOW | scripts/ensure-dev-portal.sh | 1 | #!/usr/bin/env bash | COMMENT |
| LOW | scripts/dev-portal/server.js | 1 | #!/usr/bin/env node | COMMENT |
| LOW | packages/app/css.d.ts | 1 | // Ambient declarations for plain (non-module) stylesheet side-effect imports, | COMMENT |
| LOW | packages/app/types/hyperdx-api.d.ts | 1 | // The serverless entry point is only used in Vercel preview deployments | COMMENT |
| LOW | packages/app/tests/e2e/seed-clickhouse.ts | 121 | // and filters on the nested value, exercising the JSONExtractString(...) filter | COMMENT |
| LOW | packages/app/tests/e2e/features/sessions.spec.ts | 81 | // existing session-side-panel (via DBRowSidePanelInner). No second | COMMENT |
| LOW | …ckages/app/tests/e2e/components/TimePickerComponent.ts | 81 | for (let attempt = 0; attempt < 5; attempt++) { | COMMENT |
| LOW | packages/app/styles/_bootstrap-utilities.scss | 1 | // Custom layout utility classes to replace Bootstrap | COMMENT |
| LOW | packages/app/src/HDXMultiSeriesTableChart.tsx | 401 | <tr> | COMMENT |
| LOW | packages/app/src/DBDashboardPage.tsx | 421 | const [isFullscreen, setIsFullscreen] = useState(false); | COMMENT |
| LOW | packages/app/src/DBDashboardPage.tsx | 1701 | !!dashboard?.id && | COMMENT |
| LOW | packages/app/src/HDXMultiSeriesTableChart.module.scss | 1 | // Trailing arrow hint for dashboard table tile rows with a | COMMENT |
| LOW | packages/app/src/components/DBHeatmapChart.tsx | 1041 | } | COMMENT |
| LOW | packages/app/src/components/DBNumberChart.tsx | 261 | const formattedValue = formatNumber(value as number, resolvedNumberFormat); | COMMENT |
| LOW | packages/app/src/components/AlertPreviewChart.tsx | 61 | where: where || '', | COMMENT |
| LOW | …ckages/app/src/components/DBSearchPageFilters/utils.ts | 141 | filterState[`${parsed.baseName}['${parsed.propertyPath}']`] | COMMENT |
| LOW | …ckages/app/src/components/DBSearchPageFilters/utils.ts | 161 | // | COMMENT |
| LOW | …src/components/TimelineChart/TimelineChart.stories.tsx | 101 | }; | COMMENT |
| LOW | …/components/Sources/SourceForm/TraceTableModelForm.tsx | 101 | marks={[ | COMMENT |
| LOW | packages/common-utils/src/types.ts | 1201 | // types ignore the field. Other tile types (line / bar / pie) ship | COMMENT |
| LOW | packages/common-utils/src/core/renderChartConfig.ts | 1761 | * AGGREGATION_TEMPORALITY_DELTA = 1; | COMMENT |
| LOW | …s/common-utils/src/__tests__/renderChartConfig.test.ts | 3461 | // The Map-schema vs JSON-schema attrHashExpr distinction was collapsed in | COMMENT |
| LOW | packages/cli/src/api/client.ts | 301 | }); | COMMENT |
| LOW | packages/hdx-eval/src/cli.ts | 521 | } | COMMENT |
| LOW | packages/hdx-eval/src/grading/dashboardInspection.ts | 341 | // - 4 internal/distractor services (health-checker, cron-scheduler, | COMMENT |
| LOW | …kages/hdx-eval/src/scenarios/noisy-signals/generate.ts | 41 | // the agent has to look at event.name / body templates. | COMMENT |
| LOW | …kages/hdx-eval/src/scenarios/latency-spike/generate.ts | 101 | 'database', | COMMENT |
| LOW | …kages/api/src/routers/external-api/v2/savedSearches.ts | 21 | COMMENT | |
| LOW | …es/api/src/routers/external-api/v2/utils/dashboards.ts | 161 | // colors on a single normalization path. A rule whose color cannot be | COMMENT |
| LOW | …es/api/src/routers/external-api/v2/utils/dashboards.ts | 321 | return { | COMMENT |
| LOW | …es/api/src/routers/external-api/v2/utils/dashboards.ts | 401 | }; | COMMENT |
| LOW | …es/api/src/routers/external-api/v2/utils/dashboards.ts | 761 | case 'heatmap': { | COMMENT |
| LOW | …es/api/src/routers/external-api/v2/utils/dashboards.ts | 781 | // - `aggConditionLanguage` is hardcoded `'lucene'`; the | COMMENT |
| LOW | …ckages/api/src/routers/api/__tests__/dashboard.test.ts | 121 | .expect(200); | COMMENT |
| LOW | …api/src/clickhouse/__tests__/renderChartConfig.test.ts | 721 | ); | COMMENT |
| LOW | …api/src/clickhouse/__tests__/renderChartConfig.test.ts | 881 | // Row A: ResourceAttributes={service.name: api, host: h1}, Attributes={} | COMMENT |
| LOW | packages/api/src/utils/redactSecrets.ts | 1 | // redactSecrets: best-effort allowlist redactor for LLM input that | COMMENT |
| LOW | packages/api/src/utils/redactSecrets.ts | 21 | // | COMMENT |
| LOW | packages/api/src/utils/redactSecrets.ts | 41 | // llm-vendor-key sk-... (OpenAI), sk-ant-... (Anthropic), | COMMENT |
| LOW | packages/api/src/utils/redactSecrets.ts | 61 | } | COMMENT |
| LOW | packages/api/src/utils/redactSecrets.ts | 81 | // same authority as the lowercase form). The scheme group covers | COMMENT |
| LOW | packages/api/src/utils/zod.ts | 341 | select: z.array(externalDashboardSelectItemSchema).length(1), | COMMENT |
| LOW | packages/api/src/mcp/tools/query/table.ts | 241 | // Cast to the concrete `McpSelectItem[]` because Zod 3.x widens | COMMENT |
| LOW | …kages/api/src/mcp/__tests__/dashboards/prompts.test.ts | 321 | // line start (with a trailing space) so digit-and-dot substrings | COMMENT |
| LOW | …kages/api/src/mcp/__tests__/dashboards/prompts.test.ts | 341 | // Rule 2 must cover EVERY select item (including number tiles), not | COMMENT |
| LOW | …kages/api/src/mcp/__tests__/dashboards/prompts.test.ts | 361 | // Rule 2 now carries a concrete number-tile example. Claude's | COMMENT |
| LOW | packages/api/src/controllers/savedSearch.ts | 81 | // requires a replica set), the deletes are not atomic, so this order picks | COMMENT |
| 7 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| CRITICAL | packages/api/src/opamp/controllers/opampController.ts | 323 | otelCollectorConfig.service.pipelines.traces.receivers.push('otlp/hyperdx'); | CODE |
| CRITICAL | packages/api/src/opamp/controllers/opampController.ts | 324 | otelCollectorConfig.service.pipelines.metrics.receivers.push( | CODE |
| CRITICAL | packages/api/src/opamp/controllers/opampController.ts | 379 | otelCollectorConfig.service.pipelines.traces.receivers.push('datadog'); | CODE |
| CRITICAL | packages/api/src/opamp/controllers/opampController.ts | 380 | otelCollectorConfig.service.pipelines.metrics.receivers.push('datadog'); | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | docker/otel-collector/entrypoint.sh | 40 | # Check if OPAMP_SERVER_URL is defined to determine mode | COMMENT |
| LOW | smoke-tests/otel-collector/test_helpers/assertions.bash | 15 | # Check if the query file exists and is readable | COMMENT |
| LOW | smoke-tests/otel-collector/test_helpers/assertions.bash | 26 | # Check if the expected file exists and is readable | COMMENT |
| LOW | smoke-tests/otel-collector/test_helpers/assertions.bash | 40 | # Check if the clickhouse-client command succeeded | COMMENT |
| LOW⚡ | smoke-tests/otel-collector/test_helpers/utilities.bash | 2 | # Check if docker is installed | COMMENT |
| LOW⚡ | smoke-tests/otel-collector/test_helpers/utilities.bash | 8 | # Check if curl is installed | COMMENT |
| LOW⚡ | smoke-tests/otel-collector/test_helpers/utilities.bash | 14 | # Check if clickhouse-client is installed | COMMENT |
| LOW | smoke-tests/otel-collector/test_helpers/utilities.bash | 36 | # Check if we reached max attempts (container not ready) | COMMENT |
| LOW | smoke-tests/otel-collector/test_helpers/utilities.bash | 54 | # Check if the data file exists and is readable | COMMENT |
| LOW | smoke-tests/otel-collector/test_helpers/utilities.bash | 70 | # Check if the curl command succeeded | COMMENT |
| LOW | smoke-tests/otel-collector/test_helpers/utilities.bash | 132 | # Check if we should keep the test containers running | COMMENT |
| LOW⚡ | .github/workflows/release.yml | 70 | # Check if version already published (skip-if-exists) | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | packages/app/src/components/DBHeatmapChart.tsx | 242 | // Collect non-zero counts and sort to find a robust normalization ceiling. | COMMENT |
| MEDIUM | packages/common-utils/src/core/renderChartConfig.ts | 1205 | // Add aggConditions to where clause to utilize index | COMMENT |
| MEDIUM | packages/hdx-eval/src/__tests__/dashboard-build.test.ts | 205 | // distinct number. This is exactly the kind of inconsistency a robust | COMMENT |
| MEDIUM | packages/api/src/controllers/ai.ts | 250 | // TODO: More robust recovery logic | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM⚡ | .config/wt.toml | 4 | # This file is committed and shared with the team. It configures lifecycle | COMMENT |
| MEDIUM | docker/otel-collector/entrypoint.sh | 85 | # Create a agent log file for the supervisor and collector child process. Normally | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | packages/api/src/routers/api/__tests__/sources.test.ts | 344 | // Step 1: Update the metric source (but keep it as Metric) | COMMENT |
| LOW | packages/api/src/routers/api/__tests__/sources.test.ts | 376 | // Step 2: Change the source to a Log type | COMMENT |
| LOW | packages/otel-collector/README.md | 285 | ### Step 1: Look up the core version | COMMENT |
| LOW | packages/otel-collector/README.md | 295 | ### Step 2: Update these files | COMMENT |
| LOW | packages/otel-collector/README.md | 333 | ### Step 3: Verify | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | .github/workflows/deep-review.yml | 15 | # Triggers automatically on every non-draft PR. The multi-agent fan-out is | COMMENT |
| MEDIUM | .github/workflows/deep-review.yml | 182 | # The multi-agent fan-out below is expensive. `synchronize` fires on | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW⚡ | scripts/dev-env.sh | 9 | # Usage: | COMMENT |
| LOW | scripts/test-e2e.sh | 6 | # Usage: | COMMENT |
| LOW | packages/hdx-eval/scripts/env.sh | 7 | # Usage: | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | packages/app/src/__tests__/SessionSidePanel.test.tsx | 95 | userEmail: 'user@example.com', | CODE |
| LOW | packages/app/src/hooks/__tests__/useCsvExport.test.tsx | 13 | { name: 'John Doe', age: 30, email: 'john@example.com' }, | CODE |
| LOW | packages/app/src/hooks/__tests__/useCsvExport.test.tsx | 31 | { Name: 'John Doe', Age: '30', 'Email Address': 'john@example.com' }, | CODE |
| LOW | packages/api/src/routers/api/__tests__/team.test.ts | 326 | token: 'fake_token', | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | packages/app/src/timeQuery.ts | 349 | // TODO: Add validation UI | COMMENT |
| LOW | packages/app/src/timeQuery.ts | 458 | // TODO: Add validation UI | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | packages/api/src/routers/api/__tests__/sources.test.ts | 344 | // Step 1: Update the metric source (but keep it as Metric) | COMMENT |
| LOW | packages/api/src/routers/api/__tests__/sources.test.ts | 376 | // Step 2: Change the source to a Log type | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | packages/app/.storybook/public/mockServiceWorker.js | 118 | async function handleRequest(event, requestId) { | CODE |