8293938cbe
- Move 7 non-standard folders to _archive/ - Create 5 missing obligatory files - Update _MAP.md with standardized structure Standard: SIMCO-ESTANDAR-ORCHESTRATION v1.0.0 Level: CONSUMER (L2) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
387 lines
11 KiB
Markdown
387 lines
11 KiB
Markdown
# Plan de Desarrollo - Trading Platform
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## Fase 2: Integracion y Testing (Enero 2026)
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**Fecha:** 2026-01-07
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**Version:** 1.0.0
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**Basado en:** ANALISIS-CONSOLIDADO-FASE1-2026-01-07.md
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**Estado:** EN REVISION
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---
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## 1. OBJETIVO DEL PLAN
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Completar el 100% de la Fase 2 (Integracion y Testing) del proyecto Trading Platform, resolviendo todos los gaps criticos identificados en el analisis consolidado.
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### 1.1 Criterios de Exito
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- [ ] Todos los gaps CRITICOS resueltos (4 items)
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- [ ] Todos los gaps ALTA prioridad resueltos (6 items)
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- [ ] Cobertura de tests > 60%
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- [ ] ML Engine funcional con R^2 positivo
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- [ ] Sistema listo para produccion
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---
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## 2. PLAN POR SPRINTS
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### SPRINT 1: ESTABILIZACION ML ENGINE
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**Duracion:** 5-7 dias
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**Objetivo:** Resolver problemas criticos de predicciones ML
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#### Tareas Sprint 1
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| ID | Tarea | Prioridad | Componente | Archivos |
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|----|-------|-----------|------------|----------|
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| S1-T1 | Analizar feature engineering RangePredictor | CRITICA | ML Engine | `src/models/range_predictor.py` |
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| S1-T2 | Revisar normalizacion de datos | CRITICA | ML Engine | `src/data/features.py` |
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| S1-T3 | Verificar data leakage en targets | CRITICA | ML Engine | `src/data/targets.py` |
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| S1-T4 | Implementar auto-load en FastAPI startup | CRITICA | ML Engine | `src/api/main.py` |
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| S1-T5 | Reentrenar modelos con fixes | ALTA | ML Engine | `src/training/*.py` |
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| S1-T6 | Validacion OOS completa | ALTA | ML Engine | Scripts nuevos |
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| S1-T7 | Tests unitarios para modelos | MEDIA | ML Engine | `tests/` |
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#### Entregables Sprint 1
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1. **REPORTE-ANALISIS-RANGEPREDICTOR.md**
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- Root cause del R^2 negativo
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- Acciones correctivas aplicadas
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- Metricas antes/despues
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2. **ML Engine API funcional**
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- Modelos cargados automaticamente
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- Endpoint `/health` con status de modelos
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- Endpoint `/predictions` operativo
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3. **REPORTE-VALIDACION-OOS.md**
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- Metricas en datos out-of-sample
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- Comparacion con in-sample
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- Recomendaciones
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#### Criterios de Aceptacion Sprint 1
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- [ ] RangePredictor R^2 > 0.10 en datos OOS
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- [ ] API ML responde en < 500ms
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- [ ] Tests unitarios > 70% coverage en models/
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- [ ] Documentacion actualizada
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---
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### SPRINT 2: INTEGRACION BACKEND
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**Duracion:** 5 dias
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**Objetivo:** Completar servicios de integracion backend
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#### Tareas Sprint 2
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| ID | Tarea | Prioridad | Componente | Archivos |
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|----|-------|-----------|------------|----------|
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| S2-T1 | Implementar ml-integration.service.ts | CRITICA | Backend | `src/modules/ml/services/` |
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| S2-T2 | Auth middleware paper trading | ALTA | Backend | `src/modules/trading/` |
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| S2-T3 | Auth middleware investment | ALTA | Backend | `src/modules/investment/` |
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| S2-T4 | Completar agents.service.ts | ALTA | Backend | `src/modules/agents/` |
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| S2-T5 | Implementar users module | MEDIA | Backend | `src/modules/users/` |
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| S2-T6 | Tests integracion Backend-ML | MEDIA | Backend | `src/__tests__/` |
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#### Archivos a Modificar/Crear
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```
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apps/backend/src/
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├── modules/
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│ ├── ml/
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│ │ └── services/
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│ │ └── ml-integration.service.ts # COMPLETAR (actualmente 100 LOC)
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│ ├── trading/
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│ │ └── trading.routes.ts # AGREGAR auth middleware
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│ ├── investment/
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│ │ └── investment.routes.ts # AGREGAR auth middleware
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│ ├── agents/
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│ │ └── services/
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│ │ └── agents.service.ts # COMPLETAR orquestacion
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│ └── users/
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│ ├── users.routes.ts # IMPLEMENTAR
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│ ├── controllers/
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│ │ └── users.controller.ts # CREAR
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│ └── services/
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│ └── users.service.ts # CREAR
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└── __tests__/
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└── integration/
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└── ml-backend.spec.ts # CREAR
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```
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#### Criterios de Aceptacion Sprint 2
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- [ ] ml-integration.service.ts completamente implementado
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- [ ] Todos los endpoints paper trading requieren auth
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- [ ] Users module con CRUD basico
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- [ ] Tests de integracion pasando
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---
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### SPRINT 3: LLM Y TRADING AGENTS
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**Duracion:** 5-7 dias
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**Objetivo:** Completar funcionalidades de agentes inteligentes
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#### Tareas Sprint 3
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| ID | Tarea | Prioridad | Componente | Archivos |
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|----|-------|-----------|------------|----------|
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| S3-T1 | Completar MCPOrchestrator | CRITICA | LLM Agent | `src/services/mcp_orchestrator.py` |
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| S3-T2 | Live trading execution | ALTA | LLM Agent | `src/tools/trading.py` |
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| S3-T3 | Persistencia decisiones | ALTA | LLM Agent | `src/services/auto_trade_service.py` |
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| S3-T4 | Rate limiting API | ALTA | LLM Agent | `src/api/routes.py` |
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| S3-T5 | Implementar Scalping strategy | ALTA | Trading Agents | `src/strategies/scalping.py` |
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| S3-T6 | Persistencia BD trades | ALTA | Trading Agents | `src/` |
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| S3-T7 | WebSocket signals consumer | MEDIA | Trading Agents | `src/signals/` |
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#### Archivos a Modificar/Crear
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```
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apps/llm-agent/src/
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├── services/
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│ └── mcp_orchestrator.py # COMPLETAR (actualmente 100 LOC)
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├── tools/
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│ └── trading.py # AGREGAR _execute_order real
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└── api/
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└── routes.py # AGREGAR rate limiting
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apps/trading-agents/src/
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├── strategies/
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│ └── scalping.py # CREAR
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├── persistence/
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│ └── db_manager.py # CREAR
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└── signals/
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└── ws_consumer.py # CREAR
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```
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#### Criterios de Aceptacion Sprint 3
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- [ ] MCPOrchestrator con portfolio consolidado MT4+Binance
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- [ ] Live trading ejecutando ordenes reales
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- [ ] Rate limiting < 100 req/min por usuario
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- [ ] Scalping strategy funcional para Nova
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- [ ] Trades persistidos en PostgreSQL
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---
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### SPRINT 4: FRONTEND Y UX
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**Duracion:** 5 dias
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**Objetivo:** Mejorar experiencia de usuario
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#### Tareas Sprint 4
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| ID | Tarea | Prioridad | Componente | Archivos |
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|----|-------|-----------|------------|----------|
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| S4-T1 | WebSocket real-time trading | ALTA | Frontend | `src/services/websocket.service.ts` |
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| S4-T2 | Streaming LLM responses | ALTA | Frontend | `src/modules/assistant/` |
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| S4-T3 | Certificados PDF | MEDIA | Frontend | `src/modules/education/` |
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| S4-T4 | Investment module conectado | MEDIA | Frontend | `src/modules/investment/` |
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| S4-T5 | Dark mode toggle | BAJA | Frontend | `src/` |
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#### Archivos a Modificar/Crear
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```
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apps/frontend/src/
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├── services/
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│ └── websocket.service.ts # COMPLETAR
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├── modules/
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│ ├── assistant/
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│ │ └── pages/
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│ │ └── Assistant.tsx # AGREGAR streaming
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│ ├── education/
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│ │ └── services/
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│ │ └── certificate.service.ts # CREAR
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│ └── investment/
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│ └── services/
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│ └── investment.service.ts # CONECTAR backend
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└── contexts/
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└── ThemeContext.tsx # CREAR (dark mode)
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```
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#### Criterios de Aceptacion Sprint 4
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- [ ] Precios actualizandose via WebSocket
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- [ ] Chat con streaming de respuestas
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- [ ] Certificados descargables en PDF
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- [ ] Investment mostrando datos reales
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---
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### SPRINT 5: SEGURIDAD Y TESTING
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**Duracion:** 5-7 dias
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**Objetivo:** Hardening para produccion
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#### Tareas Sprint 5
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| ID | Tarea | Prioridad | Componente | Archivos |
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|----|-------|-----------|------------|----------|
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| S5-T1 | Habilitar RLS PostgreSQL | ALTA | Database | DDL scripts |
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| S5-T2 | Rate limiting Backend | ALTA | Backend | Middleware |
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| S5-T3 | Auth Bearer MCP servers | ALTA | MCP | Todos |
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| S5-T4 | E2E Testing suite | ALTA | Testing | Cypress/Playwright |
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| S5-T5 | Integration tests | MEDIA | Testing | Jest |
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| S5-T6 | Security audit | MEDIA | Todos | - |
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#### Archivos a Modificar/Crear
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```
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apps/database/ddl/
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├── rls/
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│ ├── auth-rls.sql # CREAR
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│ ├── trading-rls.sql # CREAR
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│ └── financial-rls.sql # CREAR
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apps/backend/src/
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├── middleware/
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│ └── rate-limiter.ts # ACTUALIZAR
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apps/mcp-mt4-connector/src/
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└── middleware/
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└── auth.ts # CREAR
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e2e/
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├── cypress/
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│ └── integration/
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│ ├── auth.spec.ts # CREAR
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│ ├── trading.spec.ts # CREAR
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│ └── education.spec.ts # CREAR
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```
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#### Criterios de Aceptacion Sprint 5
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- [ ] RLS habilitado en auth, trading, financial
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- [ ] Rate limiting en todos los endpoints
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- [ ] MCP servers con autenticacion
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- [ ] E2E tests > 50 casos
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- [ ] Security audit sin vulnerabilidades criticas
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---
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## 3. DEPENDENCIAS ENTRE TAREAS
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```
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Sprint 1 (ML Engine)
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v
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Sprint 2 (Backend) ---> Requiere ML funcional
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v
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Sprint 3 (LLM/Agents) ---> Requiere Backend integrado
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v
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Sprint 4 (Frontend) ---> Requiere Backend/LLM funcional
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v
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Sprint 5 (Testing) ---> Requiere todo funcional
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```
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### Dependencias Criticas
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| Tarea | Depende de |
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|-------|-----------|
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| S2-T1 (ml-integration) | S1-T4 (ML API funcional) |
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| S3-T2 (live trading) | S3-T1 (MCPOrchestrator) |
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| S4-T4 (investment frontend) | S2-T5 (users module) |
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| S5-T4 (E2E tests) | Sprints 1-4 completados |
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---
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## 4. ASIGNACION DE RECURSOS
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### Perfiles Requeridos
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| Perfil | Sprints | Dedicacion |
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|--------|---------|------------|
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| ML-SPECIALIST | 1, 3 | 100% |
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| BACKEND-EXPRESS | 2, 5 | 100% |
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| LLM-AGENT | 3 | 100% |
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| FRONTEND-REACT | 4 | 100% |
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| QA-TESTING | 5 | 100% |
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| DBA | 5 | 50% |
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### Capacidad Estimada
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- **Total dias de trabajo:** 25-30 dias
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- **Paralelizacion posible:** Sprints 3-4 parcialmente
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- **Buffer para imprevistos:** 20%
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---
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## 5. RIESGOS Y MITIGACION
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| Riesgo | Probabilidad | Mitigacion |
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|--------|--------------|------------|
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| ML no mejora con fixes | Media | Plan B: Simplificar modelo a baseline |
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| Dependencia EA Bridge | Alta | Crear mock service para testing |
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| Retrasos en Sprint 1 | Media | Extender a 7 dias, priorizar criticos |
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| Integracion compleja | Media | Agregar dias buffer a Sprint 3 |
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---
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## 6. METRICAS DE SEGUIMIENTO
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### Por Sprint
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| Sprint | Velocidad Target | Criterio Exito |
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|--------|-----------------|----------------|
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| 1 | 7 tareas | ML R^2 > 0.10 |
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| 2 | 6 tareas | Backend 100% |
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| 3 | 7 tareas | Live trading OK |
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| 4 | 5 tareas | UX mejorado |
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| 5 | 6 tareas | Ready for prod |
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### Globales
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- **Burndown chart** actualizado diariamente
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- **Tests pasando** verificado en cada PR
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- **Metricas ML** monitoreadas continuamente
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---
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## 7. CHECKPOINTS DE VALIDACION
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### Checkpoint 1 (Post-Sprint 1)
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- [ ] ML Engine API respondiendo
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- [ ] Modelos con metricas positivas
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- [ ] Documentacion actualizada
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### Checkpoint 2 (Post-Sprint 2)
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- [ ] Backend completamente integrado
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- [ ] Tests de integracion pasando
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- [ ] Endpoints protegidos
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### Checkpoint 3 (Post-Sprint 3)
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- [ ] Agentes operativos
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- [ ] Trading ejecutandose
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- [ ] Persistencia funcionando
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### Checkpoint 4 (Post-Sprint 4)
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- [ ] Frontend completo
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- [ ] UX validado
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- [ ] Usuarios pueden operar
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### Checkpoint 5 (Post-Sprint 5)
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- [ ] Seguridad auditada
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- [ ] Tests > 60% coverage
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- [ ] LISTO PARA PRODUCCION
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---
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## 8. APROBACION DEL PLAN
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Este plan requiere aprobacion antes de iniciar ejecucion.
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**Pendiente aprobacion de:**
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- [ ] Technical Lead
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- [ ] Product Owner
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- [ ] Stakeholders
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---
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**Plan creado:** 2026-01-07
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**Version:** 1.0.0
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**Estado:** PENDIENTE APROBACION
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