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Co-Authored-By: Paperclip <noreply@paperclip.ing>
2026-04-09 09:44:53 +07:00

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GoodGo Platform AI — Implementation Plan

Last Updated: 2026-04-09


Milestones

Milestone 1: Walking Skeleton (Phase 0)

Goal: Any engineer can clone, install, and start developing.

Execution Order:

  1. [TEC-1415] Monorepo Scaffolding + [TEC-1416] Docker Compose (parallel — no deps)
  2. [TEC-1420] ESLint/Prettier (after F1)
  3. [TEC-1417] Prisma Schema (after F1 + F2)
  4. [TEC-1418] Shared Module (after F1)
  5. [TEC-1419] CI/CD Pipeline (after F1)
F1 (Monorepo) ──┬── F6 (Lint/Prettier)
                 ├── F3 (Prisma Schema) ←── F2 (Docker)
                 ├── F4 (Shared Module)
                 └── F5 (CI/CD)
F2 (Docker) ─────┘

Milestone 2: Core Product (Phase 1)

Goal: Users can register, post listings, and search properties.

Execution Order:

  1. [TEC-1421] Auth Backend (after F3, F4)
  2. [TEC-1425] Security Hardening + [TEC-1426] Error Handling (parallel, after F1/F4)
  3. [TEC-1422] Auth Frontend (after C1)
  4. [TEC-1423] Listings Backend (after C1)
  5. [TEC-1424] Search Backend (after C3)
  6. [TEC-1427] Listings Frontend (after C3)
  7. [TEC-1428] Search + Landing Frontend (after C5)
F3 + F4 ──→ C1 (Auth BE) ──┬── C2 (Auth FE)
                            ├── C3 (Listings BE) ──┬── C5 (Search BE) ──→ C6 (Search FE)
                            │                      └── C4 (Listings FE)
                            ├── X1 (Security)
                            └── X3 (Error Handling)

Milestone 3: Monetization (Phase 2)

Goal: Revenue-generating MVP with payments, subscriptions, and admin tools.

C1 ──→ M1 (Payments) ──→ M2 (Subscriptions)
C1 ──→ M3 (Notifications)
C1 + C3 ──→ M4 (Admin)
Phase 1 ──→ X4 (E2E Tests)

Milestone 4: AI-Powered (Phase 3)

Goal: Differentiated product with AI features.

F2 ──→ A1 (AI/ML Container) ──→ A2 (Analytics)
C5 + A2 ──→ A3 (MCP Servers)

Dependency Map

Task Depends On
TEC-1415 (F1) None
TEC-1416 (F2) None
TEC-1417 (F3) F1, F2
TEC-1418 (F4) F1
TEC-1419 (F5) F1
TEC-1420 (F6) F1
TEC-1421 (C1) F3, F4
TEC-1422 (C2) C1
TEC-1423 (C3) C1, F3
TEC-1424 (C5) C3, F2
TEC-1425 (X1) F1
TEC-1426 (X3) F4
TEC-1427 (C4) C3
TEC-1428 (C6) C5
TEC-1429 (M1) C1
TEC-1430 (M2) M1
TEC-1431 (M3) C1
TEC-1432 (M4) C1, C3
TEC-1433 (X4) Phase 1

Milestone 5: Production Hardening (Phase 4)

Goal: Fix all critical security issues. Establish production deployment capability.

Execution Order:

  1. [TEC-1449] JWT Secret Fix + [TEC-1451] HMAC Timing Fix + [TEC-1452] MinIO Fix + [TEC-1453] CSRF (parallel — no deps between them)
  2. [TEC-1455] DB Index (independent — can run parallel with above)
  3. [TEC-1450] Deployment Pipeline (after security fixes verified)
  4. [TEC-1457] Backups + Logs (after deployment infra exists)
  5. [TEC-1456] Test Coverage (parallel — independent of infra)
TEC-1449 (JWT) ──────┐
TEC-1451 (HMAC) ─────┤
TEC-1452 (MinIO) ────┼──→ TEC-1450 (Deploy Pipeline) ──→ TEC-1457 (Backups + Logs)
TEC-1453 (CSRF) ─────┘
TEC-1455 (DB Index) ──────────────────────────────────(independent)
TEC-1456 (Tests) ─────────────────────────────────────(independent)

Milestone 6: Quality & Polish (Phase 5)

Goal: Production-quality UX, documentation, and performance.

Phase 4 done ──→ TEC-1458 (Redis Caching)
                 TEC-1459 (Frontend Polish)    (parallel)
                 TEC-1460 (OpenAPI/Swagger)    (parallel)
                 TEC-1461 (Documentation)      (parallel)

Dependency Map (Phase 4-5)

Task Depends On
TEC-1449 None
TEC-1450 TEC-1449 (security first)
TEC-1451 None
TEC-1452 None
TEC-1453 None
TEC-1455 None
TEC-1456 None
TEC-1457 TEC-1450
TEC-1458 Phase 4
TEC-1459 None
TEC-1460 None
TEC-1461 None

Milestone 7: MVP Feature Completion & Audit (Phase 6)

Goal: Complete remaining MVP features (Agent Portal, AI, Payments), clean up tech debt from audit.

Sprint 1 — Stabilize (Week 1):

  1. [TEC-1592] Commit untracked files (P0, no deps)
  2. [TEC-1593] Fix Architect agent (P0, no deps)
  3. [TEC-1594] i18n consolidation (P1, no deps)

Sprint 2 — Agent Portal + Payments (Weeks 2-3): 4. [TEC-1595] Agent Portal (P1, after TEC-1592) 5. [TEC-1597] Payment flow (P1, after TEC-1592) 6. [TEC-1598] Smoke tests (P1, independent)

Sprint 3 — AI & Quality (Weeks 4-5): 7. [TEC-1596] AI/ML integration (P1, after TEC-1592) 8. [TEC-1599] Test coverage (P2, independent) 9. [TEC-1600] OpenAPI docs (P2, independent)

Sprint 4 — Hardening (Weeks 5-6): 10. [TEC-1601] K6 baselines (P2, independent) 11. [TEC-1602] Security audit (P2, after Phase 4 security fixes) 12. [TEC-1603] DB index optimization (P2, independent) 13. [TEC-1604] Sentry integration (P2, independent)

TEC-1592 (Commit) ──┬── TEC-1595 (Agent Portal)
                    ├── TEC-1596 (AI/ML)
                    └── TEC-1597 (Payments)
TEC-1593 (Architect Fix) ─── (independent)
TEC-1594 (i18n) ────────────── (independent)
TEC-1598 (Smoke Tests) ─────── (independent)
TEC-1599..1604 (P2 quality) ── (all independent, parallel)

Dependency Map (Phase 6)

Task Depends On
TEC-1592 None
TEC-1593 None
TEC-1594 None
TEC-1595 TEC-1592
TEC-1596 TEC-1592
TEC-1597 TEC-1592
TEC-1598 None
TEC-1599 None
TEC-1600 None
TEC-1601 None
TEC-1602 Phase 4 security
TEC-1603 None
TEC-1604 None

Rollout Notes

  • Phase 0-3 complete — 23/23 tasks done
  • Phase 4 is immediate priority — security fixes must land before any production deployment
  • Phase 6 Sprint 1 can run in parallel with Phase 4 — TEC-1592, 1593, 1594 are independent
  • TEC-1449 (JWT) is the single most critical fix — blocks production deployment
  • TEC-1592 (Commit untracked files) blocks Agent Portal + AI + Payments — do first
  • Security tasks (TEC-1449, 1451, 1452, 1453) can all run in parallel — assign to Security Engineer + Senior Backend
  • TEC-1450 (Deployment Pipeline) should start after security fixes — no point deploying insecure code
  • Phase 5 and Phase 6 P2 tasks are all independent — can run fully in parallel
  • Critical path: TEC-1449 → TEC-1450 → TEC-1457 (security → deploy → observability)
  • Feature path: TEC-1592 → TEC-1595/1596/1597 (commit → features)