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v9ai/ai-engineer-roadmap

https://github.com/v9ai/ai-engineer-roadmap · scanned 2026-06-16 00:47 UTC (2 months, 1 week ago)

404 raw signals (0 security + 404 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 389 actionable findings from 1 signal source. 15 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
51.5
/100
Security checks
52
0 findings
System graph
52
100.0% cov · 389 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 70 Medium 75 Low 75 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 389 Crowd 0 Layer: Software 13 Frontend 38 Security 32 Cicd 1 Quality 236 Api 69
Corpus Intelligence Cross-corpus context (cohort percentile, top patterns, fix plan) is shown only on repositories you own. Sign up and connect your repo to view it.
Scan summary Repository scanned at 51.5/100 with 100.0% coverage. It contains 7138 nodes across 11 cross-layer flows, written primarily in mixed languages. Engine surfaced 404 findings — concentrated in quality (250), api (69), frontend (38). Risk profile is high: 0 critical, 70 high, 75 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 219 of 389 actionable findings. 404 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high System graph api Wiring conf 1.00 Dangling fetch: DELETE /api/applications/${app.slug} (components/app-detail/ApplicationHeader.tsx:193)
`components/app-detail/ApplicationHeader.tsx:193` calls `DELETE /api/applications/${app.slug}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>` If this points at an external API, prefix it with `http…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: DELETE /api/coursework/${id} (app/coursework/[slug]/page.tsx:264)
`app/coursework/[slug]/page.tsx:264` calls `DELETE /api/coursework/${id}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/coursework/<p>` If this points at an external API, prefix it with `https://` so the matcher sk…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: DELETE /api/coursework/${id} (app/coursework/page.tsx:344)
`app/coursework/page.tsx:344` calls `DELETE /api/coursework/${id}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/coursework/<p>` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: DELETE /api/learners/${id} (app/coursework/page.tsx:305)
`app/coursework/page.tsx:305` calls `DELETE /api/learners/${id}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/learners/<p>` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/applications (app/applications/(owner)/(pipeline)/layout.tsx:31)
`app/applications/(owner)/(pipeline)/layout.tsx:31` calls `GET /api/applications` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications` If this points at an external API, prefix it with `https://` so the matc…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/applications/${app.id}/typeform-url (app/applications/[id]/page.tsx:58)
`app/applications/[id]/page.tsx:58` calls `GET /api/applications/${app.id}/typeform-url` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>/typeform-url` If this points at an external API, prefix it wit…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/applications/${app.slug}/company (components/app-detail/CompanyTab.tsx:97)
`components/app-detail/CompanyTab.tsx:97` calls `GET /api/applications/${app.slug}/company` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>/company` If this points at an external API, prefix it with …
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/applications/${app.slug}/deepen (components/app-detail/InterviewPrepTab.tsx:66)
`components/app-detail/InterviewPrepTab.tsx:66` calls `GET /api/applications/${app.slug}/deepen` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>/deepen` If this points at an external API, prefix it w…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/applications/${app.slug}/deepen (components/app-detail/InterviewPrepTab.tsx:82)
`components/app-detail/InterviewPrepTab.tsx:82` calls `GET /api/applications/${app.slug}/deepen` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>/deepen` If this points at an external API, prefix it w…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/applications/${app.slug}/prep (components/app-detail/TechStackTab.tsx:148)
`components/app-detail/TechStackTab.tsx:148` calls `GET /api/applications/${app.slug}/prep` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>/prep` If this points at an external API, prefix it with `ht…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/applications/${app.slug}/tech-dismissed (components/app-detail/TechStackTab.tsx:164)
`components/app-detail/TechStackTab.tsx:164` calls `GET /api/applications/${app.slug}/tech-dismissed` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>/tech-dismissed` If this points at an external API…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/applications/${params.id} (app/applications/[id]/company/page.tsx:67)
`app/applications/[id]/company/page.tsx:67` calls `GET /api/applications/${params.id}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>` If this points at an external API, prefix it with `https://` so…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/applications/${params.id} (app/applications/[id]/debrief/page.tsx:37)
`app/applications/[id]/debrief/page.tsx:37` calls `GET /api/applications/${params.id}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>` If this points at an external API, prefix it with `https://` so…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/applications/${params.id} (app/applications/[id]/exercises/page.tsx:36)
`app/applications/[id]/exercises/page.tsx:36` calls `GET /api/applications/${params.id}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>` If this points at an external API, prefix it with `https://` …
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/applications/${params.id} (app/applications/[id]/interviewers/page.tsx:37)
`app/applications/[id]/interviewers/page.tsx:37` calls `GET /api/applications/${params.id}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>` If this points at an external API, prefix it with `https:/…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/applications/${params.id} (app/applications/[id]/notes/page.tsx:37)
`app/applications/[id]/notes/page.tsx:37` calls `GET /api/applications/${params.id}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>` If this points at an external API, prefix it with `https://` so t…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/applications/${params.id} (app/applications/[id]/page.tsx:41)
`app/applications/[id]/page.tsx:41` calls `GET /api/applications/${params.id}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>` If this points at an external API, prefix it with `https://` so the mat…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/applications/${params.id} (app/applications/[id]/prep/memorize/page.tsx:45)
`app/applications/[id]/prep/memorize/page.tsx:45` calls `GET /api/applications/${params.id}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>` If this points at an external API, prefix it with `https:…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/applications/${params.id} (app/applications/[id]/prep/page.tsx:379)
`app/applications/[id]/prep/page.tsx:379` calls `GET /api/applications/${params.id}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>` If this points at an external API, prefix it with `https://` so t…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/applications/${params.id}/company (app/applications/[id]/company/page.tsx:80)
`app/applications/[id]/company/page.tsx:80` calls `GET /api/applications/${params.id}/company` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>/company` If this points at an external API, prefix it wi…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/applications/${params.id}/memorize (app/applications/[id]/prep/memorize/page.tsx:53)
`app/applications/[id]/prep/memorize/page.tsx:53` calls `GET /api/applications/${params.id}/memorize` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>/memorize` If this points at an external API, pref…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/coursework (app/coursework/[slug]/page.tsx:187)
`app/coursework/[slug]/page.tsx:187` calls `GET /api/coursework` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/coursework` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/coursework (app/coursework/page.tsx:262)
`app/coursework/page.tsx:262` calls `GET /api/coursework` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/coursework` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/learners (app/coursework/[slug]/page.tsx:186)
`app/coursework/[slug]/page.tsx:186` calls `GET /api/learners` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/learners` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/learners (app/coursework/page.tsx:261)
`app/coursework/page.tsx:261` calls `GET /api/learners` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/learners` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/memorize (app/memorize/page.tsx:32)
`app/memorize/page.tsx:32` calls `GET /api/memorize` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/memorize` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/memorize/${params.categorySlug} (app/memorize/[categorySlug]/page.tsx:34)
`app/memorize/[categorySlug]/page.tsx:34` calls `GET /api/memorize/${params.categorySlug}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/memorize/<p>` If this points at an external API, prefix it with `https://` so…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/memorize/due?limit=100 (components/memorize/InterleavedDrill.tsx:39)
`components/memorize/InterleavedDrill.tsx:39` calls `GET /api/memorize/due?limit=100` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/memorize/due` If this points at an external API, prefix it with `https://` so the …
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/memorize/progress (components/memorize/MemorizeProgress.tsx:76)
`components/memorize/MemorizeProgress.tsx:76` calls `GET /api/memorize/progress` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/memorize/progress` If this points at an external API, prefix it with `https://` so the …
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET https://${R2_PUBLIC_DOMAIN}/${key} (app/api/applications/[id]/attachments/[file]/route.ts:87)
`app/api/applications/[id]/attachments/[file]/route.ts:87` calls `GET https://${R2_PUBLIC_DOMAIN}/${key}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/<p>/<p>` If this points at an external API, prefix it w…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: PATCH /api/applications/${app.slug} (app/applications/[id]/interviewers/page.tsx:86)
`app/applications/[id]/interviewers/page.tsx:86` calls `PATCH /api/applications/${app.slug}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>` If this points at an external API, prefix it with `https:…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: PATCH /api/applications/${app.slug} (components/app-detail/ApplicationHeader.tsx:109)
`components/app-detail/ApplicationHeader.tsx:109` calls `PATCH /api/applications/${app.slug}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>` If this points at an external API, prefix it with `https…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: PATCH /api/applications/${app.slug} (components/app-detail/ApplicationHeader.tsx:92)
`components/app-detail/ApplicationHeader.tsx:92` calls `PATCH /api/applications/${app.slug}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>` If this points at an external API, prefix it with `https:…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: PATCH /api/applications/${app.slug} (components/app-detail/JobDescriptionTab.tsx:28)
`components/app-detail/JobDescriptionTab.tsx:28` calls `PATCH /api/applications/${app.slug}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>` If this points at an external API, prefix it with `https:…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: PATCH /api/applications/${app.slug}/tech-dismissed (components/app-detail/TechStackTab.tsx:181)
`components/app-detail/TechStackTab.tsx:181` calls `PATCH /api/applications/${app.slug}/tech-dismissed` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>/tech-dismissed` If this points at an external A…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: PATCH /api/applications/${slug} (app/applications/(owner)/(pipeline)/layout.tsx:39)
`app/applications/(owner)/(pipeline)/layout.tsx:39` calls `PATCH /api/applications/${slug}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>` If this points at an external API, prefix it with `https:/…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/applications (app/applications/(owner)/_pipeline/AddApplicationDialog.tsx:39)
`app/applications/(owner)/_pipeline/AddApplicationDialog.tsx:39` calls `POST /api/applications` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications` If this points at an external API, prefix it with `https:/…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/applications/${app.slug}/deepen (components/app-detail/InterviewPrepTab.tsx:73)
`components/app-detail/InterviewPrepTab.tsx:73` calls `POST /api/applications/${app.slug}/deepen` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>/deepen` If this points at an external API, prefix it …
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/applications/${app.slug}/prep (components/app-detail/TechStackTab.tsx:142)
`components/app-detail/TechStackTab.tsx:142` calls `POST /api/applications/${app.slug}/prep` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>/prep` If this points at an external API, prefix it with `h…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/applications/${params.id}/memorize (app/applications/[id]/prep/memorize/page.tsx:113)
`app/applications/[id]/prep/memorize/page.tsx:113` calls `POST /api/applications/${params.id}/memorize` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>/memorize` If this points at an external API, pr…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/audio-recall (components/AudioRecallPrompt.tsx:87)
`components/AudioRecallPrompt.tsx:87` calls `POST /api/audio-recall` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/audio-recall` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/coursework/upload (app/coursework/[slug]/page.tsx:249)
`app/coursework/[slug]/page.tsx:249` calls `POST /api/coursework/upload` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/coursework/upload` If this points at an external API, prefix it with `https://` so the matcher …
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/coursework/upload (app/coursework/page.tsx:325)
`app/coursework/page.tsx:325` calls `POST /api/coursework/upload` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/coursework/upload` If this points at an external API, prefix it with `https://` so the matcher skips i…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/highlight-mark (app/agentic-sales/text/HighlightLayer.tsx:307)
`app/agentic-sales/text/HighlightLayer.tsx:307` calls `POST /api/highlight-mark` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/highlight-mark` If this points at an external API, prefix it with `https://` so the mat…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/highlight-mark (components/guide/GuideExplain.tsx:76)
`components/guide/GuideExplain.tsx:76` calls `POST /api/highlight-mark` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/highlight-mark` If this points at an external API, prefix it with `https://` so the matcher skip…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/highlight-mark (components/lesson-explain.tsx:75)
`components/lesson-explain.tsx:75` calls `POST /api/highlight-mark` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/highlight-mark` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/highlight-query (components/explain-popover.tsx:59)
`components/explain-popover.tsx:59` calls `POST /api/highlight-query` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/highlight-query` If this points at an external API, prefix it with `https://` so the matcher skips…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/learners (app/coursework/[slug]/page.tsx:219)
`app/coursework/[slug]/page.tsx:219` calls `POST /api/learners` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/learners` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/learners (app/coursework/page.tsx:287)
`app/coursework/page.tsx:287` calls `POST /api/learners` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/learners` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/memorize/${categorySlug}/feedback (components/memorize/CardFeedback.tsx:70)
`components/memorize/CardFeedback.tsx:70` calls `POST /api/memorize/${categorySlug}/feedback` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/memorize/<p>/feedback` If this points at an external API, prefix it with `…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/memorize/${current.categorySlug} (components/memorize/InterleavedDrill.tsx:70)
`components/memorize/InterleavedDrill.tsx:70` calls `POST /api/memorize/${current.categorySlug}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/memorize/<p>` If this points at an external API, prefix it with `https:…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/memorize/${params.categorySlug} (app/memorize/[categorySlug]/page.tsx:124)
`app/memorize/[categorySlug]/page.tsx:124` calls `POST /api/memorize/${params.categorySlug}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/memorize/<p>` If this points at an external API, prefix it with `https://` …
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/memorize/tutor (components/memorize/tutor-dialog.tsx:93)
`components/memorize/tutor-dialog.tsx:93` calls `POST /api/memorize/tutor` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/memorize/tutor` If this points at an external API, prefix it with `https://` so the matcher s…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/problems/${props.slug}/submit (components/problems/problem-workspace.tsx:89)
`components/problems/problem-workspace.tsx:89` calls `POST /api/problems/${props.slug}/submit` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/problems/<p>/submit` If this points at an external API, prefix it with `h…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST https://api.cloudflare.com/client/v4/accounts/${CF_ACCOUNT_ID}/d1/database/${D1_ID}/query (scripts/prep-enhance.mjs:17)
`scripts/prep-enhance.mjs:17` calls `POST https://api.cloudflare.com/client/v4/accounts/${CF_ACCOUNT_ID}/d1/database/${D1_ID}/query` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.cloudflare.com/client/v4…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST https://api.cloudflare.com/client/v4/accounts/${CF_ACCOUNT_ID}/d1/database/${D1_ID}/query (scripts/push-prep-md-to-d1.mjs:27)
`scripts/push-prep-md-to-d1.mjs:27` calls `POST https://api.cloudflare.com/client/v4/accounts/${CF_ACCOUNT_ID}/d1/database/${D1_ID}/query` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.cloudflare.com/cli…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST https://api.deepseek.com/chat/completions (scripts/gen-agentic-sales-memorize.ts:288)
`scripts/gen-agentic-sales-memorize.ts:288` calls `POST https://api.deepseek.com/chat/completions` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.deepseek.com/chat/completions` If this points at an extern…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST https://api.deepseek.com/chat/completions (scripts/gen-lesson-memorize.ts:252)
`scripts/gen-lesson-memorize.ts:252` calls `POST https://api.deepseek.com/chat/completions` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.deepseek.com/chat/completions` If this points at an external API,…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: PUT /api/applications/${app.slug}/job-url (components/app-detail/ApplicationHeader.tsx:64)
`components/app-detail/ApplicationHeader.tsx:64` calls `PUT /api/applications/${app.slug}/job-url` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/applications/<p>/job-url` If this points at an external API, prefix i…
Dangling fetchFetch
high System graph security auth conf 1.00 FastAPI POST `chat` without auth dependency — services/llamaindex/rag_service/routes.py:118
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
services/llamaindex/rag_service/routes.py:118 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `query` without auth dependency — roadmap-kg/app.py:29
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
roadmap-kg/app.py:29 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `query` without auth dependency — services/llamaindex/rag_service/routes.py:32
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
services/llamaindex/rag_service/routes.py:32 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `tutor_card` without auth dependency — services/llamaindex/rag_service/routes.py:83
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
services/llamaindex/rag_service/routes.py:83 securityAuth fastapi unauth mutation
high System graph security security conf 1.00 Insecure pattern 'eval_used' in lib/articles.ts:264
Found a known-risky pattern (eval_used). Review and replace if possible.
lib/articles.ts:264 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in Makefile:1717
Found a known-risky pattern (eval_used). Review and replace if possible.
Makefile:1717 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in roadmap-kg/kg/memory_retrieval_eval.py:305
Found a known-risky pattern (eval_used). Review and replace if possible.
roadmap-kg/kg/memory_retrieval_eval.py:305 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in services/llamaindex/rag_service/eval/audio_source_eval.py:564
Found a known-risky pattern (eval_used). Review and replace if possible.
services/llamaindex/rag_service/eval/audio_source_eval.py:564 Eval used
high System graph security security conf 1.00 Insecure pattern 'exec_used' in roadmap-kg/kg/triage_compat.py:60
Found a known-risky pattern (exec_used). Review and replace if possible.
roadmap-kg/kg/triage_compat.py:60 Exec used
high System graph security security conf 1.00 Insecure pattern 'exec_used' in scripts/generate-ampcus-cards.ts:1040
Found a known-risky pattern (exec_used). Review and replace if possible.
scripts/generate-ampcus-cards.ts:1040 Exec used
high System graph security security conf 1.00 Insecure pattern 'new_function_used' in lib/problems/runner.ts:47
Found a known-risky pattern (new_function_used). Review and replace if possible.
lib/problems/runner.ts:47 New function used
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — app/agentic-sales/agents-workflows/audio/page.tsx:52
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — app/agentic-sales/agents-workflows/page.tsx:39
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — app/agentic-sales/audio/page.tsx:40
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — app/agentic-sales/first-principles/page.tsx:46
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — app/agentic-sales/langgraph/page.tsx:67
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — app/agentic-sales/langsmith/audio/page.tsx:51
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — app/agentic-sales/langsmith/page.tsx:42
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — app/agentic-sales/star/page.tsx:42
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — app/agentic-sales/text/page.tsx:39
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — app/glossary/page.tsx:30
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — app/learning-science/[slug]/page.tsx:156
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — app/learning-science/page.tsx:105
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — components/agentic-sales-guide-nav.tsx:98
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — components/auth-status-badge.tsx:26
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — components/guide-tabs.tsx:41
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — components/guide/GuideTextPage.tsx:30
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — lib/experience.ts:40
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — app/api/applications/[id]/job-url/route.ts:67
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — app/api/applications/[id]/notes/[[...path]]/route.ts:111
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — app/api/highlight-query/route.ts:129
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — app/coursework/[slug]/page.tsx:249
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — app/coursework/[slug]/slovenia/images/_canvas.tsx:14
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — app/coursework/page.tsx:305
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — app/memorize/[categorySlug]/page.tsx:34
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — components/app-detail/ApplicationHeader.tsx:109
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — components/app-detail/JobDescriptionTab.tsx:28
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — components/memorize/InterleavedDrill.tsx:39
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — components/problems/problem-workspace.tsx:89
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — lib/bkt.ts:44
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — lib/d1.ts:71
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — lib/email/cloudflare.ts:106
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — lib/embeddings.ts:22
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — lib/ml-client.ts:29
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — lib/resolve-job-url.ts:28
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — scripts/add-application.mjs:126
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — scripts/gen-agentic-sales-memorize.ts:288
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — scripts/gen-content-langgraph.mjs:62
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — scripts/gen-lesson-memorize.ts:252
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — scripts/generate-ampcus-cards.ts:244
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — scripts/prep-enhance.mjs:17
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — scripts/push-prep-md-to-d1.mjs:27
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — src/lib/company-intel/d1.ts:36
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — workers/app/generated.d.ts:13
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — workers/app/index.ts:19
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/coordination/directions/direction_03_kg-edges-cycles-paths.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
.claude/coordination/directions/direction_03_kg-edges-cycles-paths.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/coordination/directions/direction_04_article-loop-convergence.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
.claude/coordination/directions/direction_04_article-loop-convergence.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing license, lockfile. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.
Repo hardeningGenerated repo pattern
medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.
Mock dataCritical flowGenerated repo pattern
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in app/agentic-sales/agents-workflows/audio/page.tsx:52
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
app/agentic-sales/agents-workflows/audio/page.tsx:52 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in app/agentic-sales/agents-workflows/page.tsx:39
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
app/agentic-sales/agents-workflows/page.tsx:39 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in app/agentic-sales/audio/page.tsx:40
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
app/agentic-sales/audio/page.tsx:40 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in app/agentic-sales/first-principles/page.tsx:46
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
app/agentic-sales/first-principles/page.tsx:46 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in app/agentic-sales/langgraph/page.tsx:67
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
app/agentic-sales/langgraph/page.tsx:67 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in app/agentic-sales/langsmith/audio/page.tsx:51
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
app/agentic-sales/langsmith/audio/page.tsx:51 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in app/agentic-sales/langsmith/page.tsx:42
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
app/agentic-sales/langsmith/page.tsx:42 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in app/agentic-sales/star/page.tsx:42
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
app/agentic-sales/star/page.tsx:42 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in app/agentic-sales/text/page.tsx:39
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
app/agentic-sales/text/page.tsx:39 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in app/glossary/page.tsx:30
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
app/glossary/page.tsx:30 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in app/learning-science/[slug]/page.tsx:156
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
app/learning-science/[slug]/page.tsx:156 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in app/learning-science/page.tsx:105
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
app/learning-science/page.tsx:105 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in components/agentic-sales-guide-nav.tsx:98
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
components/agentic-sales-guide-nav.tsx:98 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in components/auth-status-badge.tsx:26
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
components/auth-status-badge.tsx:26 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in components/guide-tabs.tsx:41
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
components/guide-tabs.tsx:41 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in components/guide/GuideTextPage.tsx:30
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
components/guide/GuideTextPage.tsx:30 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'domparser_html_parse' in lib/html-sanitizer.ts:19
Found a known-risky pattern (domparser_html_parse). Review and replace if possible.
lib/html-sanitizer.ts:19 Domparser html parse
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/add-application.mjs:52
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/add-application.mjs:52 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/codemod-radix-to-shadcn.mjs:9
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/codemod-radix-to-shadcn.mjs:9 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/eval-scheduler.ts:55
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/eval-scheduler.ts:55 Node child process
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — roadmap-kg/kg/audio/silence.py:88
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — roadmap-kg/kg/audio/tts.py:64
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — roadmap-kg/kg/enhance_highlights.py:129
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — roadmap-kg/parity_check.py:53
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 101 placeholder/mock markers across 34 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
60 test file(s) for 921 source file(s) (ratio 0.07). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Integrity conf 1.00 127 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `AGENTIC_SALES_DIR`, `AIDS_JUDGE_VOTES`, `APPLICATIONS_OWNER_EMAIL`, `APP_PREP_DIR`, `AUDIO_JSON_DIR`, `AUDIO_NLI_WRITE`, `AUDIO_PROXY_BASE`, `AUDIO_PROXY_NO_LIVE` + 119 more. Add them (with a placeholder/comment) to .env.example so onboarding does…
config drift
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, lockfile. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 1406 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph cicd CI/CD security conf 1.00 2 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
lines 70, 80
.github/workflows/deploy.yml:70, 80 (2 hits)
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 10 places
Functions with the same first-5-line body hash: scripts/analyze-chapter-dependencies.py:main, scripts/citation-freshness-diff.py:main, scripts/fact-diff-heuristic.py:main, scripts/check-script-length-vs-target.py:main This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — s…
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 187 places
Functions with the same first-5-line body hash: specs/rag-education-papers/0771-enhancing-complex-question-answering-via-llm-pseudo-document/impl.py:build, specs/rag-education-papers/0664-appendix-to-graph-rag-for-automated-short-answer-grading-wit/impl.py:build, specs/rag-education-papers/0325-sup…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 8 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/design-vs-content-ratio.py:load_chapters, scripts/design-keyword-coverage.py:load_chapters This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're …
8 occurrences
repo-level (8 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 6 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: services/llamaindex/rag_service/cache.py:get, services/llamaindex/rag_service/cache.py:get, services/llamaindex/rag_service/cache.py:get This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene)…
6 occurrences
repo-level (6 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: scripts/analyze-chapter-dependencies.py:find_workspace_root, scripts/check-pii-in-script.py:find_workspace_root, scripts/glossary-generate.py:find_workspace_root, scripts/detect-unexpanded-acronyms.py:find_workspace_root This is *the* AI-coder failur…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: scripts/check-script-length-vs-target.py:find_workspace_root, scripts/check-source-path-prefix.py:find_workspace_root, scripts/check-freshness.py:find_workspace_root, scripts/recommend-sources.py:find_workspace_root This is *the* AI-coder failure mod…
duplicatesduplication
low System graph quality License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph quality dependencies conf 1.00 Node manifest has dependencies but no lockfile: crates/udemy/scripts/package.json
`package.json` declares dependencies, but no same-directory npm/pnpm/yarn/bun lockfile was found. Generated projects without lockfiles are less reproducible and harder to secure-scan precisely.
crates/udemy/scripts/package.json LockfileReproducibilityGenerated repo pattern
low System graph quality dependencies conf 1.00 Node manifest has dependencies but no lockfile: package.json
`package.json` declares dependencies, but no same-directory npm/pnpm/yarn/bun lockfile was found. Generated projects without lockfiles are less reproducible and harder to secure-scan precisely.
package.json LockfileReproducibilityGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `analyze_product_v2` in app/langgraph/lead-gen/_content.ts:54
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: a_generate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
services/llamaindex/rag_service/eval/deepeval_judge.py:81
low System graph software Dead code conf 1.00 Possibly dead Python function: build_evaluators
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
services/llamaindex/rag_service/techniques/evaluation.py:8
low System graph software Dead code conf 1.00 Possibly dead Python function: elaborative_prompt
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
roadmap-kg/kg/memory_common.py:412
low System graph software Dead code conf 1.00 Possibly dead Python function: export_all
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
roadmap-kg/kg/memory_corpus_export.py:346
low System graph software Dead code conf 1.00 Possibly dead Python function: generate_mnemonic
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
roadmap-kg/kg/mnemonics.py:1040
low System graph software Dead code conf 1.00 Possibly dead Python function: load_model
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
services/llamaindex/rag_service/eval/deepeval_judge.py:50
low System graph software Dead code conf 1.00 Possibly dead Python function: mnemonic_hook
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
roadmap-kg/kg/mnemonics.py:1058
low System graph software Dead code conf 1.00 Possibly dead Python function: progress
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
roadmap-kg/kg/audio/tts.py:166
low System graph software Dead code conf 1.00 Possibly dead Python function: public_url
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
roadmap-kg/kg/audio/r2.py:44
low System graph software Dead code conf 1.00 Possibly dead Python function: put_bytes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
roadmap-kg/kg/audio/r2.py:61
low System graph software Dead code conf 1.00 Possibly dead Python function: repl
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
roadmap-kg/kg/ground.py:209
low System graph software Dead code conf 1.00 Possibly dead Python function: semantic_splitter
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
services/llamaindex/rag_service/techniques/semantic_chunking.py:8
low System graph software Dead code conf 1.00 Possibly dead Python function: wav_to_mp3
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
roadmap-kg/kg/audio/tts.py:61
low System graph frontend Frontend quality conf 1.00 React Flow edge with `label=` but no project-wide edge-label CSS override — components/xyflow-direct/index.tsx:54
React Flow edge labels render with a white rectangle behind the text by default, which scatters bright boxes across a dark canvas. Either drop the label, or override `.react-flow__edge-textbg` and `.react-flow__edge-text` in your stylesheet. Why: P-H in CHECKLIST.md — vendor edge labels bleed whit…
Fq edge label no bg
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — app/api/audio/[...path]/route.ts:195
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — crates/udemy/scripts/scrape-udemy.ts:427
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/apply-d1-ddl.ts:38
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/email-status.ts:69
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/eval-scheduler.ts:367
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/gen-agentic-sales-memorize.ts:473
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/gen-lesson-memorize.ts:484
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/gen-purge-roadmap-decks.ts:40
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/gen-roadmap-meta.ts:47
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/generate-ampcus-cards.ts:2273
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/scrape-deeplearning-course.ts:208
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/scrape-udemy-courses.ts:698
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/seed-css-concepts.ts:14
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/seed-memorize-concepts.ts:177
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/seed-memorize-sql.ts:161
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/seed.ts:87
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/send-andrew-ng.ts:72
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/send-invite.ts:74
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/test-app-prep-seed.ts:67
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/test-send-email.ts:41
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph quality Integrity conf 1.00 Stub function `_update_prompts` (body is just `pass`/`return`) — roadmap-kg/kg/prep_evaluators.py:202
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Integrity conf 1.00 Stub function `_update_prompts` (body is just `pass`/`return`) — services/llamaindex/rag_service/eval/deepeval_evaluators.py:68
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph api Wiring conf 1.00 Unused endpoint: DELETE /:id/notes/:noteId
`app/api/applications/[id]/notes/[[...path]]/route.ts` declares `DELETE /:id/notes/:noteId` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who…
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /:id/notes
`app/api/applications/[id]/notes/[[...path]]/route.ts` declares `GET /:id/notes` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes i…
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: PATCH /:id/notes/:noteId
`app/api/applications/[id]/notes/[[...path]]/route.ts` declares `PATCH /:id/notes/:noteId` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who …
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /:id/notes
`app/api/applications/[id]/notes/[[...path]]/route.ts` declares `POST /:id/notes` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes …
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /chat
`services/llamaindex/rag_service/routes.py` declares `POST /chat` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /query
`services/llamaindex/rag_service/routes.py` declares `POST /query` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /tutor/card
`services/llamaindex/rag_service/routes.py` declares `POST /tutor/card` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: PUT /:id/job-url
`app/api/applications/[id]/job-url/route.ts` declares `PUT /:id/job-url` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: USE /:id/job-url
`app/api/applications/[id]/job-url/route.ts` declares `USE /:id/job-url` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: USE /:id/notes/*
`app/api/applications/[id]/notes/[[...path]]/route.ts` declares `USE /:id/notes/*` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes…
Unused endpoint
low System graph quality Complexity conf 1.00 Very large file: app/langgraph/lead-gen/sd/_content.ts (1525 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: components/audio-player.tsx (1536 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/ml/src/audio_guide/gate.rs (1809 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/ml/src/audio_guide/markdown.rs (1687 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/ml/src/audio_guide/tts_quality.rs (1759 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/ml/src/udemy/coursera.rs (1408 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/css-properties.ts (2482 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: roadmap-kg/kg/audio_gate.py (1235 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: roadmap-kg/kg/audio_memory.py (1665 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: roadmap-kg/kg/enhance_inline_memory.py (1564 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: roadmap-kg/kg/ground.py (2405 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: roadmap-kg/kg/mnemonic_gate_core.py (1009 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: roadmap-kg/kg/mnemonics.py (1299 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: scripts/generate-ampcus-cards.ts (2334 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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