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Ryan Roland Dabao
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docs: update stale references across 5 doc files
- architecture.md: Next.js 15→16.1.1, actual routes, all 17 DB models, 35 API endpoints - decisions.md: ADR-001 Next.js 15→16.1.1 + React 19 - BUILD_SPEC.md: API routes expanded from 10 to 35 - BUILD_LOG.md: pending items resolved, AGENTS.md status updated - ENGINEERING_DIARY.md: notes updated, new audit entry for 2026-07-16
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‎docs/BUILD_LOG.md‎

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| README.md | valid | Complete, accurate documentation |
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| docs/ARCHITECTURE.md | valid | Comprehensive architecture docs |
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| docs/DECISIONS.md | valid | Contains project decisions |
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| AGENTS.md | stale | Needs update to reflect current stack |
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| AGENTS.md | valid | Updated to reflect current stack (Next.js 16.1.1, Prisma v6, etc.) |
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## Stack Detected
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TBD - Run `python3 scripts/validate_project.py --target . --profile standard`
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## Next Actions
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## Completed Actions
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1. Run validation script to verify project structure
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2. Update AGENTS.md to fix stale content
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3. Create remaining docs (ENGINEERING_DIARY, ERROR_LOG, LOOP_ENGINEERING)
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4. Set up CI/CD verification
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- [x] AGENTS.md updated with current stack (Next.js 16.1.1, Prisma v6, etc.)
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- [x] ENGINEERING_DIARY.md, ERROR_LOG.md, LOOP_ENGINEERING.md created
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- [x] CI/CD pipeline configured (GitHub Actions with PostgreSQL, unit + integration tests)
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- [x] All docs audited and stale references updated (2026-07-16)

‎docs/BUILD_SPEC.md‎

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| POST /api/auth/register | User registration |
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| POST /api/auth/login | User login |
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| POST /api/auth/logout | User logout |
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| GET /api/auth/me | Get current user |
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| POST /api/auth/verify-email | Email verification |
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| GET /api/questions | List questions (role, difficulty filters) |
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| POST /api/interviews | Create interview session |
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| POST /api/interviews/:id/answer | Submit answer |
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| GET /api/interviews/:id/results | Get session results |
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| POST /api/resume/review | Upload and review resume |
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| POST /api/cover-letter/generate | Generate cover letter |
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| GET /api/questions/count | Question count |
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| POST /api/interview | Create interview session |
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| GET /api/interview/[id] | Get interview session |
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| POST /api/interview/[id]/complete | Complete interview |
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| GET /api/dashboard | Dashboard aggregation |
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| GET /api/profile | Get user profile |
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| PUT /api/profile | Update user profile |
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| POST /api/resume | Upload resume |
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| GET /api/resume/[id] | Get resume |
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| POST /api/cover-letter | Generate cover letter |
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| GET /api/cover-letter/[id] | Get cover letter |
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| GET /api/assessments | List assessments |
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| GET /api/assessments/[id] | Get assessment |
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| GET /api/guides | List guides |
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| GET /api/guides/[id] | Get guide |
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| POST /api/guides/progress | Update guide progress |
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| GET /api/downloads | List downloads |
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| GET /api/downloads/[id] | Get download |
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| POST /api/export | Export DOCX/PDF/Excel |
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| POST /api/ai/coach | AI interview coach |
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| POST /api/ai/resume-review | AI resume review |
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| POST /api/ai/cover-letter | AI cover letter generation |
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| POST /api/ai/assessment-score | AI assessment scoring |
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| GET /api/subscription/status | Get subscription status |
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| GET /api/subscription/usage | Get usage limits |
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| POST /api/subscription/checkout | Create checkout session |
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| POST /api/subscription/webhook | Stripe webhook |
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| POST /api/subscription/manage | Manage subscription |
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| GET /api/admin/questions | Admin: manage questions |
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| GET /api/admin/analytics | Admin: analytics |
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### Data Models
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‎docs/ENGINEERING_DIARY.md‎

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### Notes
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- Existing docs in `docs/` are comprehensive (13 detailed documents)
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- AGENTS.md needs update (references Next.js 16 vs actual 16.1.1)
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- AGENTS.md updated to reflect Next.js 16.1.1 (2026-07-16)
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- No environment examples detected
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- Prisma schema uses PostgreSQL but dev uses SQLite
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---
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## 2026-07-16: Doc Freshness Audit
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### Action
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Audited all 26 docs for stale/outdated content against current project state.
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### Changes
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- `docs/architecture.md` — Next.js 15 → 16.1.1, route structure updated to match actual routes, DB schema expanded to include all 17 models, API routes list expanded to 35 endpoints
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- `docs/decisions.md` — ADR-001 Next.js 15 → 16.1.1 + React 19 consequences
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- `docs/BUILD_SPEC.md` — API routes list expanded from 10 to 35
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- `docs/BUILD_LOG.md` — Pending actions resolved as completed
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- `docs/ENGINEERING_DIARY.md` — Notes updated to reflect AGENTS.md is current
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### Evidence
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Cross-referenced against: `package.json` (dependencies), `prisma/schema.prisma` (17 models), `src/app/api/**/route.ts` (35 route files), `AGENTS.md` (current).
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---
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## Older Entries
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See `WORKLOG.md` for previous engineering decisions and development sessions.

‎docs/architecture.md‎

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# Architecture — Interview Lab
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**Version:** 1.0 | **Updated:** 2026-07-02
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**Version:** 1.1 | **Updated:** 2026-07-16
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---
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┌──────────────────────────────────────────────────────────────┐
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│ Browser │
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├──────────────────────────────────────────────────────────────┤
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│ Next.js 15 App Router — Standalone Output (Vercel) │
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│ Next.js 16.1.1 App Router — Standalone Output (Vercel) │
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│ │
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│ ┌─────────────────────────┐ ┌───────────────────────────┐ │
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│ │ Client Layer │ │ Server Layer │ │
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```
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/ → Landing page
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/(auth)/login → Login
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/(auth)/register → Registration
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/(dashboard)/
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├── / → User dashboard (progress, stats)
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├── interviews/ → AI Mock Interviews
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│ ├── / → Role selection
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│ ├── [roleId] → Start interview
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│ └── [roleId]/[sessionId] → Active interview + scoring
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├── resume/ → Resume Lab
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│ └── / → Upload, review, improve
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├── cover-letter/ → Cover Letter Studio
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│ └── / → Generate, customize, download
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├── practice-tests/ → Practice Tests
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│ ├── / → Test selection
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│ └── [testId] → Active test + results
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├── learning/ → Learning Paths
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│ ├── / → Path selection
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│ └── [pathId] → Path content + progress
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├── downloads/ → Download Center (tier-gated)
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└── profile/ → User profile + settings
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/(admin)/
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├── dashboard → Analytics
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├── users/ → User management
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├── questions/ → Question bank management
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└── content/ → Content management
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/login → Login
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/register → Registration
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/dashboard → User dashboard (progress, stats)
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/about → About page
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/contact → Contact page
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```
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### API Routes
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```
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POST /api/auth/register → User registration
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POST /api/auth/login → User login
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POST /api/auth/logout → User logout
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POST /api/auth/verify-email → Email verification
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GET /api/questions → List questions (role, difficulty filters)
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GET /api/questions/count → Question count
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POST /api/interview → Create interview session
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GET /api/interview/[id] → Get interview session
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POST /api/interview/[id]/complete → Complete interview
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GET /api/dashboard → Dashboard aggregation
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GET /api/profile → Get user profile
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PUT /api/profile → Update user profile
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POST /api/resume → Upload resume
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GET /api/resume/[id] → Get resume
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POST /api/cover-letter → Generate cover letter
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GET /api/cover-letter/[id] → Get cover letter
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GET /api/assessments → List assessments
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GET /api/assessments/[id] → Get assessment
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GET /api/guides → List guides
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GET /api/guides/[id] → Get guide
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POST /api/guides/progress → Update guide progress
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GET /api/downloads → List downloads
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GET /api/downloads/[id] → Get download
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POST /api/export → Export DOCX/PDF/Excel
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POST /api/ai/coach → AI interview coach
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POST /api/ai/resume-review → AI resume review
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POST /api/ai/cover-letter → AI cover letter generation
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POST /api/ai/assessment-score → AI assessment scoring
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GET /api/subscription/status → Get subscription status
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GET /api/subscription/usage → Get usage limits
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POST /api/subscription/checkout → Create checkout session
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POST /api/subscription/webhook → Stripe webhook
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POST /api/subscription/manage → Manage subscription
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GET /api/admin/questions → Admin: manage questions
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GET /api/admin/analytics → Admin: analytics
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```
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| Entity | Key Fields | Relations |
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|--------|------------|-----------|
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| **User** | id, email, name, password, role, tier | → Interview[], Resume[], CoverLetter[] |
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| **Interview** | id, userId, role, score, answers, feedback, startedAt, completedAt | → User |
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| **Resume** | id, userId, content, analysis, improvements, createdAt | → User |
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| **CoverLetter** | id, userId, role, tone, content, createdAt | → User |
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| **TestAttempt** | id, userId, type, score, answers, duration, completedAt | → User |
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| **Question** | id, role, difficulty, text, idealAnswer, category | |
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| **Progress** | id, userId, pathId, moduleId, completed, score | → User |
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| **User** | id, email, name, passwordHash, subscriptionTier, isAdmin, emailVerified | → UserProfile, Resume[], CoverLetter[], InterviewSession[], AgentRun[], GuideProgress[], Subscription, Payment[] |
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| **UserProfile** | id, userId, targetRole, experienceLevel, toolsKnown, weakAreas, onboardingDone | → User |
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| **Question** | id, role, difficulty, type, skillArea, question, whyEmployersAsk, strongAnswerPoints, weakAnswerWarnings, sampleAnswer, answerFormat, timeLimit, status | → QuestionAttempt[] |
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| **InterviewSession** | id, userId, mode, targetRole, overallScore, transcript | → User, QuestionAttempt[] |
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| **QuestionAttempt** | id, sessionId, questionId, userAnswer, aiFeedback, score, rubricBreakdown | → InterviewSession, Question |
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| **Resume** | id, userId, originalText, targetRole, score, improvedVersion, truthFlags | → User |
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| **CoverLetter** | id, userId, jobDescription, tone, generatedLetter, truthFlags | → User |
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| **Assessment** | id, title, role, difficulty, description, datasetInfo, answerKey, rubric | |
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| **Download** | id, title, fileType, role, fileName, accessTier, category, downloadCount | |
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| **Guide** | id, title, slug, level, role, content, status | → GuideProgress[] |
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| **GuideProgress** | id, userId, guideId, completed, checklist | → User, Guide |
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| **AgentRun** | id, userId, agentType, input, output, safetyFlags | → User |
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| **Subscription** | id, userId, tier, status, stripeCustomerId, stripePriceId, stripeSubscriptionId, currentPeriodStart, currentPeriodEnd, cancelAtPeriodEnd | → User |
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| **Payment** | id, userId, amount, currency, status, stripePaymentId, stripeInvoiceId, description, metadata | → User |
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| **AppSetting** | key, value | |
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| **VerificationToken** | id, token, email, expiresAt | |
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| **RateLimitEntry** | id, key, count, resetTime | |
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### Auth Flow
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### AI Coaching Flow (Z AI SDK)
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```
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User starts interview → POST /api/interviews/start
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User starts interview → POST /api/interview
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→ Load role-specific prompt + questions
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→ Initialize Z AI SDK session
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→ Stream AI responses (real-time chat)
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→ Each answer → AI scores + gives feedback
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→ Interview complete → POST /api/interviews/complete
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→ Interview complete → POST /api/interview/[id]/complete
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→ Save transcript + scores + feedback
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→ Return results page
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```
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```
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[Vercel Edge Network]
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↓
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[Next.js 15 Standalone Output]
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- SSR pages (landing, interviews, resume)
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- API Routes (interview sessions, auth, exports)
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[Next.js 16.1.1 Standalone Output]
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- SSR pages (landing, dashboard, about, contact)
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- API Routes (auth, interview, questions, assessments, subscription, admin, ai, export, guides, downloads, resume, cover-letter, profile, dashboard)
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- Static assets (downloads, images, fonts)
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↓
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[SQLite Database] (dev)
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[PostgreSQL] (planned production)
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[PostgreSQL] (production — Neon/Supabase)
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[Z AI SDK Cloud API]
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- Interview coaching
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- Resume analysis
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- Content generation
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```
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- Cover letter generation
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- Assessment scoring
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```

‎docs/decisions.md‎

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## ADR-001: Next.js 15 with App Router (Standalone Output)
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## ADR-001: Next.js 16.1.1 with App Router (Standalone Output)
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**Status:** ✅ ACCEPTED
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**Context:** Need a React framework with SSR, API routes, and Vercel deployment support. The app requires rich interactivity for interview sessions alongside static marketing pages.
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**Decision:** Use Next.js 15 with App Router in standalone output mode for Vercel deployment.
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**Decision:** Use Next.js 16.1.1 with App Router in standalone output mode for Vercel deployment.
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**Consequences:**
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- ✅ Server Components for landing/marketing pages (fast, SEO)
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- ✅ API Routes for interview sessions, auth, exports
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- ✅ Middleware for auth protection
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- ✅ Standalone output optimized for Vercel
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- ⚠️ Must stay on v15 until v16 ecosystem stability
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- ✅ React 19 server components for streaming AI responses
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