PLAN DE DESARROLLO - 05_20_FABRICATION_TOOLS¶

MARCO TEÓRICO-PRÁCTICO¶

Conceptos Fundamentales¶

Code Generation Pipeline: - Specification Parsing → IR Generation → Template Processing → Code Generation → Optimization → Validation - Multi-stage compilation approach similar to LLVM architecture - AST-based transformations for refactoring and optimization

Template Systems: - Hierarchical template composition (snippets → components → modules → systems) - Type-safe variable injection with context awareness - Partial templates and inheritance for code reuse

Intermediate Representation (IR): - Unified representation across multiple input formats (YAML, JSON, XML, DSL) - Semantic validation layer between parsing and generation - Platform-agnostic abstract syntax for DSP modules

Fabrication Patterns: - Factory pattern for boilerplate generation - Strategy pattern for optimization selection - Visitor pattern for AST traversal and transformation - Builder pattern for complex module construction

Algoritmos Específicos¶

Lexical Analysis: Tokenization of specification files
Syntax Analysis: AST construction from tokens
Semantic Analysis: Type checking and constraint validation
Code Synthesis: Template expansion with variable substitution
SIMD Vectorization: Automatic generation of SSE/AVX/NEON variants
Cache Invalidation: Dependency graph analysis for incremental builds
Hash-based Deduplication: Detect unchanged specifications to avoid regeneration

Métricas de Calidad (del documento)¶

Velocidad: < 100ms por módulo simple, < 1s por módulo complejo
Cobertura: > 80% código auto-generado
Errores: < 0.1% código con errores compilación
Cache hit ratio: > 90%
Test coverage: 100% módulos con tests básicos
Consistencia: 100% adherencia a coding standards
Optimization coverage: > 50% módulos con variantes SIMD

PRIORIZACIÓN Y DEPENDENCIAS¶

Orden de Implementación:

Fase Foundation (Semanas 1-3): _00, _01, _02 → Base crítica
Fase Core Generation (Semanas 4-6): _03, _04, _05 → Generadores principales
Fase Quality (Semanas 7-9): _06, _07, _10 → Testing y validación
Fase Advanced (Semanas 10-14): _08, _09, _11 → Features avanzados
Fase Integration (Semanas 15-16): FINAL-A, FINAL-B, FINAL-C

Dependencias Críticas: - _00 (parser) → _01 (templates) → _02 (generators) [Core pipeline] - _03 (boilerplate) necesita _01 (templates) - _05 (optimization) necesita _02 (generators) - _06 (tests) necesita _02 (generators) - _10 (validation) necesita todo lo anterior - _11 (cache) puede desarrollarse en paralelo después de _02

TAREAS DETALLADAS¶

TAREA 1: Specification Parser - El Intérprete de Blueprints¶

Carpeta: 05_20_00_specification_parser

DESARROLLO:

Core Implementation
Parser infrastructure base (abstract parser interface)
YAML parser implementation (usando yaml-cpp o similar)
JSON parser implementation (usando nlohmann/json o similar)
XML parser implementation (usando pugixml o similar)
Custom DSL parser para notación matemática DSP
Tokenization engine para análisis léxico
AST (Abstract Syntax Tree) builder para análisis sintáctico
Semantic validator para análisis semántico
IR (Intermediate Representation) generator
Error reporting system con line numbers y contexto
Multi-format detection automática
Specification schema validator
Testing Framework
Unit tests para cada parser específico (YAML, JSON, XML, DSL)
Malformed input handling tests
Edge case tests (empty specs, huge files, nested structures)
Performance tests para archivos grandes (>1MB specs)
Integration tests con IR generator
Fuzzing tests para robustez
Test coverage > 95% (crítico para parsers)
Documentación
Parser API documentation
Supported specification formats guide
IR schema documentation
Error codes reference
Migration guide entre formatos
Examples de especificaciones válidas por tipo
Performance tuning guide
Interfaces y Conexiones
ISpecificationParser interface base
IIRGenerator interface para generación IR
ParserFactory para auto-detección de formato
Error callback/event system
Progress reporting interface para specs grandes
Plugin system para custom parsers
Integration con 03_ALGORITHM_SPEC (symlink specifications/)

ENTREGABLES:

Implementación completa de parsers YAML/JSON/XML/DSL
AST y IR generators funcionando
Suite de tests >95% coverage pasando
Documentación de formatos soportados
Interfaces públicas definidas
Benchmarks de parsing ejecutados
Examples de especificaciones para cada formato

ESTIMACIÓN: 3 semanas

TAREA 2: Template Engine - El Motor de Plantillas Inteligente¶

Carpeta: 05_20_01_template_engine

DESARROLLO:

Core Implementation
Template parser (lexer + parser para sintaxis {{variable}})
Variable substitution engine con type safety
Conditional rendering ({{#if condition}})
Loop rendering ({{#each array}})
Partial templates system ({{> partial/name}})
Template inheritance mechanism
Template composition y nesting
Context stack management
Helper functions system (custom formatters, filters)
Template caching para performance
Whitespace control
Comment syntax soporte
Escaping rules para C++/Faust syntax
Template validation y linting
Hot-reload durante desarrollo
Testing Framework
Unit tests para cada feature (variables, conditionals, loops, partials)
Template syntax error handling tests
Nested template tests
Variable scoping tests
Performance benchmarks (templates grandes, muchos renders)
Memory leak tests
Thread safety tests (concurrent rendering)
Integration tests con parsers (_00) y generators (_02)
Test coverage > 90%
Documentación
Template syntax reference completa
Best practices guide para template design
Helper functions reference
Performance optimization tips
Template debugging guide
Examples library (snippets → systems)
Migration guide desde otras engines (Jinja2, Handlebars)
Interfaces y Conexiones
ITemplateEngine interface principal
ITemplateContext para variable storage
ITemplateLoader para filesystem/embedded templates
Helper function registration API
Template validation API
Integration con _00 (IR como input)
Integration con _02 (output para generators)

ENTREGABLES:

Template engine completo con todas las features
Template library organizada (snippets/components/modules/systems)
Suite de tests >90% coverage
Documentación completa de sintaxis
Examples library extensiva
Performance benchmarks
Integration con parsers probada

ESTIMACIÓN: 3 semanas

TAREA 3: Code Generators - Los Generadores Especializados¶

Carpeta: 05_20_02_code_generators

DESARROLLO:

Core Implementation
Generator infrastructure base (ICodeGenerator interface)
DSP Generators:
- Faust code generator
- C++ raw DSP generator
- SOUL code generator (future-ready)
Framework Generators:
- JUCE processor/editor generator
- VST3 wrapper generator
- CLAP plugin generator
- AU (Audio Unit) generator
Optimization Generators:
- SIMD generator (SSE, AVX, AVX-512, NEON)
- Multi-threaded processing generator
- GPU processing stubs (CUDA/Metal)
Test Generators:
- Unit test generator (Catch2/GoogleTest)
- Benchmark generator
- Fuzz test generator
Binding Generators:
- Python binding generator (pybind11)
- WebAssembly generator
- Max/MSP external generator
Target selection strategy system
Code generation pipeline orchestrator
Post-processing system (formatting, include sorting)
Multi-file generation coordinator
Testing Framework
Unit tests para cada generator
Generated code compilation tests
Generated code execution tests
Cross-generator consistency tests
Performance comparison tests (optimized vs baseline)
Integration tests con template engine (_01)
Regression tests (código generado no cambia inesperadamente)
Test coverage > 90%
Documentación
Generator API documentation
Target-specific generation guides
Optimization strategies reference
Generated code structure documentation
Extension guide para custom generators
Examples de código generado por tipo
Performance characteristics por generator
Interfaces y Conexiones
ICodeGenerator interface base
IGenerationStrategy para selección adaptativa
IPostProcessor para formateo y validación
GeneratorRegistry para plugin system
Integration con _01 (consume templates)
Integration con _00 (consume IR)
Output hacia 27_IMPLEMENTATIONS/generated/

ENTREGABLES:

Generators completos para DSP/Framework/Optimization/Test/Binding
Generated code compilation probada en todos targets
Suite de tests >90% coverage
Documentación de cada generator
Examples de código generado
Performance benchmarks por tipo
Plugin system funcionando

ESTIMACIÓN: 4 semanas

TAREA 4: Boilerplate Factory - La Línea de Ensamblaje de Código Común¶

Carpeta: 05_20_03_boilerplate_factory

DESARROLLO:

Core Implementation
Boilerplate pattern catalog
Rule of Five generators:
- Default constructor
- Destructor
- Copy constructor
- Move constructor
- Copy assignment operator
- Move assignment operator
RAII generators:
- Resource wrapper templates
- Smart pointer usage patterns
- Lock guards y RAII mutex wrappers
Design pattern generators:
- Factory method implementations
- Builder pattern scaffolding
- Visitor pattern boilerplate
- Observer pattern stubs
Serialization generators:
- JSON serialize/deserialize
- Binary serialize/deserialize
- XML serialize/deserialize
Thread safety boilerplate:
- Lock-free containers usage
- Atomic operations
- Thread-safe initialization
Property system:
- Getters/setters con validación
- Property change notifications
- Bounded value properties
Context-aware generation (real-time, GPU, state management)
Code pattern analyzer (detecta qué boilerplate necesita)
Testing Framework
Unit tests para cada pattern generado
Compilation tests (código generado compila sin warnings)
Memory safety tests (no leaks en RAII)
Thread safety tests (concurrent access)
Serialization round-trip tests
Pattern detection tests
Context awareness tests
Test coverage > 90%
Documentación
Boilerplate catalog reference
Pattern selection guide
Context awareness rules documentation
Best practices for boilerplate usage
Examples de código generado por pattern
Anti-patterns guide
Interfaces y Conexiones
IBoilerplateFactory interface
IPatternDetector para análisis de contexto
ICodeAnalyzer para detectar necesidades
Integration con _01 (usa templates)
Integration con _02 (usado por generators)
Integration con 18_QUALITY_METRICS (standards)

ENTREGABLES:

Factory completa con todos los patterns
Pattern detection funcionando
Suite de tests >90% coverage
Catalog documentation completa
Examples por cada pattern
Integration con generators probada

ESTIMACIÓN: 2 semanas

TAREA 5: Interface Builder - El Constructor de Contratos Digitales¶

Carpeta: 05_20_04_interface_builder

DESARROLLO:

Core Implementation
Interface hierarchy system
Core Interfaces (Level 1 - Inmutable):
- IModule base interface
- IDSPProcessor interface
- IParameterizable interface
- IStateful interface
Extended Interfaces (Level 2 - Versionada):
- IModuleV2, IModuleV3 evolution
- Version negotiation system
- Backward compatibility layer
Framework-Specific (Level 3):
- IJUCEProcessor interface
- IVST3Plugin interface
- ICLAPPlugin interface
Interface generator desde IR
Version management system
Compatibility checker
Contract validator (pre/post conditions)
Documentation generator (API docs desde interfaces)
Type-safe wrapper generator
Testing Framework
Interface compilation tests
Version compatibility tests
Contract validation tests
Type safety tests
Multiple inheritance resolution tests
Integration tests con frameworks (JUCE, VST3)
Backward compatibility regression tests
Test coverage > 90%
Documentación
Interface hierarchy documentation
Versioning strategy guide
Contract specification format
Migration guide entre versiones
Best practices para interface design
Examples de uso por framework
API reference generada automáticamente
Interfaces y Conexiones
IInterfaceBuilder main API
IVersionManager para versionado
IContractValidator para validación
Integration con _02 (genera interfaces para módulos)
Integration con _00 (IR como input)
Output hacia headers públicos

ENTREGABLES:

Interface hierarchy completa (3 niveles)
Version management system funcionando
Suite de tests >90% coverage
Documentación de jerarquía
Contract validation working
API documentation auto-generada

ESTIMACIÓN: 2 semanas

TAREA 6: Optimization Fabricator - El Taller de Alto Rendimiento¶

Carpeta: 05_20_05_optimization_fabricator

DESARROLLO:

Core Implementation
Optimization strategy selector
SIMD Vectorization:
- SSE/SSE2/SSE3/SSE4 code generation
- AVX/AVX2/AVX-512 code generation
- ARM NEON code generation
- Runtime CPU detection integration
- Vectorization feasibility analyzer
Memory Optimization:
- Alignment directives generation
- Prefetching hints injection
- Memory pool templates
- Cache-friendly data layout
Threading Optimization:
- Lock-free algorithm implementations
- Wait-free queue generators
- Thread pool integration code
Cache Optimization:
- Data locality analyzer
- False sharing prevention
- Cache line alignment
Branch Optimization:
- Branchless code variants
- Branch prediction hints
- Lookup table generation
Performance profiling integration
Optimization selection heuristics (cuando aplicar qué)
Fallback generation (scalar versions)
Testing Framework
Correctness tests (optimized == baseline output)
Performance benchmarks (speedup measurements)
CPU feature detection tests
Memory alignment verification
Thread safety tests (lock-free implementations)
Regression tests (optimizations no rompen funcionalidad)
Cross-platform tests (x86, ARM)
Test coverage > 85% (difícil con platform-specific)
Documentación
Optimization catalog reference
Performance characteristics por optimization
When to apply which optimization guide
CPU feature requirements documentation
Benchmarking methodology
Examples de código optimizado vs baseline
Debugging optimized code guide
Interfaces y Conexiones
IOptimizationFabricator interface
IOptimizationStrategy para strategies
ICPUFeatureDetector interface
IPerformanceAnalyzer integration
Integration con _02 (usado por generators)
Integration con _01 (usa templates SIMD)
Integration con 18_QUALITY_METRICS (benchmarks)

ENTREGABLES:

SIMD generators completos (SSE/AVX/NEON)
Memory/Threading/Cache optimizations
Performance benchmarks documentados
Suite de tests >85% coverage
Optimization guide completa
CPU detection working
Fallback mechanisms tested

ESTIMACIÓN: 3 semanas

TAREA 7: Test Scaffolder - El Arquitecto de Pruebas Automáticas¶

Carpeta: 05_20_06_test_scaffolder

DESARROLLO:

Core Implementation
Test generation framework
Functional Tests:
- Input/output validation generators
- Boundary condition test generators
- State transition test generators
- Parameter range validation tests
Performance Tests:
- Latency measurement benchmarks
- Throughput benchmarks
- CPU usage benchmarks
- Memory footprint tests
Stress Tests:
- Buffer overrun tests
- Edge case generators
- Extreme parameter value tests
- Resource exhaustion tests
Fuzz Tests:
- Random input generators
- Coverage-guided fuzzing setup
- Crash detection wrappers
Regression Tests:
- Golden output comparison
- Previous bug prevention tests
- API compatibility tests
Integration Tests:
- Module interaction tests
- Chain processing tests
- Framework integration tests
Test framework adapter (Catch2, GoogleTest, doctest)
Test data generator (audio buffers, parameter sweeps)
Assertion generator (expected values calculator)
Testing Framework (Meta-testing)
Tests que los test generators funcionan
Generated test compilation tests
Generated test execution verification
Coverage measurement del código generado
Test quality metrics (mutation testing)
Performance de test execution
Test coverage > 90%
Documentación
Test generation API reference
Test categories explanation
Test data generation guide
Writing custom test templates
Test execution automation guide
Examples de tests generados
Coverage analysis interpretation
Interfaces y Conexiones
ITestScaffolder interface
ITestDataGenerator para datos de prueba
IAssertionGenerator para expectations
Integration con _02 (genera tests para módulos generados)
Integration con _01 (usa test templates)
Output hacia test directories
Integration con 30_TESTING_FRAMEWORK

ENTREGABLES:

Test generators para todos los tipos (functional, performance, stress, fuzz, regression, integration)
Test framework adapters (Catch2, GoogleTest)
Generated tests compiling y ejecutando
Suite de tests >90% coverage
Documentation completa
Examples de tests generados
Integration con testing framework

ESTIMACIÓN: 3 semanas

TAREA 8: Metadata Generator - El Documentalista Automático¶

Carpeta: 05_20_07_metadata_generator

DESARROLLO:

Core Implementation
Metadata extraction system desde código generado
Manifest Generators:
- YAML manifest generator
- JSON manifest generator
- XML descriptor generator
Metadata Types:
- Module identification (UUID, name, version)
- Timestamp tracking (created, modified, generated)
- Generator version tracking
- Dependency lists automatic extraction
- Performance metrics inclusion (measured values)
- Quality badges generation
- License information
- Author/maintainer metadata
Configuration Files:
- CMake config files
- Package manager configs (vcpkg, conan)
- CI/CD configuration metadata
Documentation Metadata:
- API surface extraction
- Parameter documentation
- Usage examples metadata
Metadata schema validator
Metadata versioning system
Catalog synchronization (registry integration)
Testing Framework
Metadata generation accuracy tests
Schema validation tests
Dependency extraction tests
Metrics inclusion tests
Round-trip serialization tests (write + read)
Catalog synchronization tests
Metadata version migration tests
Test coverage > 90%
Documentación
Metadata schema documentation
Field definitions reference
Metadata usage guide
Catalog integration guide
Examples de manifests generados
Schema evolution guide
Validation rules documentation
Interfaces y Conexiones
IMetadataGenerator interface
IMetadataExtractor para código analysis
ISchemaValidator para validación
ICatalogSync para registry integration
Integration con _02 (genera metadata para módulos)
Integration con 14_DISCOVERY (catalog sync)
Output hacia manifest directories
Symlink con quality_metrics/ para métricas

ENTREGABLES:

Metadata generators completos (YAML/JSON/XML)
Schema validator funcionando
Catalog synchronization implementada
Suite de tests >90% coverage
Schema documentation completa
Examples de manifests
Registry integration probada

ESTIMACIÓN: 2 semanas

TAREA 9: Binding Fabricator - El Puente Entre Lenguajes¶

Carpeta: 05_20_08_binding_fabricator

DESARROLLO:

Core Implementation
Binding generation framework
Python Bindings:
- pybind11 wrapper generator
- NumPy buffer protocol integration
- Python docstring generator
- Type hints generation (stubs .pyi)
JavaScript Bindings:
- WebAssembly export generator
- AudioWorklet wrapper generator
- TypeScript definitions generator
- npm package scaffolding
C# Bindings:
- P/Invoke declarations generator
- Managed wrapper classes
- XML documentation comments
- NuGet package metadata
Rust Bindings:
- FFI safe interface generator
- Rust wrapper idiomatic code
- Cargo.toml generation
Max/MSP Externals:
- Object wrapper generator
- Max SDK integration
- Help patcher generator
Pure Data Externals:
- Object definition generator
- Pd-lib-builder integration
Language-specific type mapping system
Memory management strategy per language
Error handling translation
Documentation translation (comments → language docs)
Testing Framework
Binding compilation tests (per language)
Binding functionality tests (call from target language)
Type mapping correctness tests
Memory leak tests (cross-language boundary)
Error handling propagation tests
Performance overhead measurement
Integration tests con módulos reales
Test coverage > 85% (complex cross-language)
Documentación
Binding generation guide por lenguaje
Type mapping reference
Memory management strategies documentation
Installation guides per language
Usage examples in each language
Performance characteristics
Troubleshooting guide
Interfaces y Conexiones
IBindingFabricator interface base
ILanguageBinding interface per language
ITypeMapper para type conversions
IDocTranslator para documentación
Integration con _02 (genera bindings para módulos)
Integration con _04 (consume interfaces)
Output hacia language-specific directories
Package manager integration (pip, npm, cargo, etc.)

ENTREGABLES:

Binding generators para Python/JS/C#/Rust/Max/Pd
Type mapping system completo
Generated bindings compilando por lenguaje
Suite de tests >85% coverage
Documentation por lenguaje
Usage examples en cada lenguaje
Package scaffolding working

ESTIMACIÓN: 4 semanas

TAREA 10: Refactoring Tools - El Cirujano de Código Masivo¶

Carpeta: 05_20_09_refactoring_tools

DESARROLLO:

Core Implementation
AST-based refactoring engine
Transformaciones Soportadas:
- API migration (v1 → v2 automated)
- Pattern replacement (old → new pattern)
- Naming convention enforcement
- Include statement reorganization
- Namespace refactoring
- Type migration (int → size_t, etc.)
Optimization Injection:
- Inject optimizations en código existente
- Replace scalar loops con SIMD versions
- Add cache-friendly modifications
Security Patch Application:
- Automatic vulnerability fixes
- Safe API replacement (strcpy → strncpy)
Code Style Enforcement:
- Formatting application
- Comment style standardization
- Identifier naming fixes
Pattern matching engine (find código que necesita refactor)
Transformation rule DSL
Batch processing system (1000+ archivos)
Dry-run mode (preview changes)
Rollback mechanism
Conflict resolution strategy
Change report generator
Testing Framework
Transformation correctness tests
Idempotency tests (apply twice = apply once)
Batch processing tests (performance, reliability)
Conflict detection tests
Rollback mechanism tests
Pattern matching accuracy tests
Regression tests (no break existing code)
Test coverage > 90%
Documentación
Refactoring catalog (transformaciones disponibles)
Transformation rule DSL reference
Safe refactoring guide
Batch processing best practices
Conflict resolution guide
Examples de transformaciones
Writing custom refactoring rules
Interfaces y Conexiones
IRefactoringEngine interface
ITransformationRule para custom rules
IPatternMatcher para detección
IConflictResolver para conflicts
Integration con _00 (AST parsing)
Integration con _10 (validation post-refactor)
Works sobre código en 27_IMPLEMENTATIONS
Version control integration (git)

ENTREGABLES:

Refactoring engine completo con AST support
Transformation catalog implementado
Batch processing funcionando (1000+ files)
Suite de tests >90% coverage
DSL para custom rules
Documentation completa
Examples de refactorings aplicados
Rollback mechanism tested

ESTIMACIÓN: 3 semanas

TAREA 11: Validation Pipeline - El Inspector de Calidad¶

Carpeta: 05_20_10_validation_pipeline

DESARROLLO:

Core Implementation
Multi-level validation orchestrator
Nivel 1: Sintáctica
- Compilation test automation
- Warning-as-error enforcement
- Static analysis integration (clang-tidy, cppcheck)
Nivel 2: Semántica
- Logic correctness checks
- Type safety validation
- Null pointer dereference detection
- Uninitialized variable detection
Nivel 3: Performance
- Benchmark execution automation
- Performance regression detection
- Resource usage validation (CPU, memory)
- Real-time safety validation
Nivel 4: Standards
- Coding guidelines enforcement
- Naming convention validation
- Documentation completeness check
- API consistency validation
Nivel 5: Security
- Vulnerability scanning (static analysis)
- Buffer overflow detection
- Integer overflow checks
- Safe API usage validation
Nivel 6: Documentation
- Comment presence validation
- API documentation completeness
- Example code validation
Validation report generator
Violation severity scoring
Auto-fix suggestions
CI/CD integration hooks
Testing Framework
Validation accuracy tests (true positives)
False positive rate measurement
Performance of validation pipeline
Multi-level integration tests
Report generation tests
CI/CD integration tests
Regression tests (validation consistency)
Test coverage > 90%
Documentación
Validation levels documentation
Validation rules reference
Violation severity guide
Auto-fix suggestions documentation
CI/CD integration guide
Exemption/suppression guide
Performance tuning guide
Interfaces y Conexiones
IValidationPipeline interface
IValidator interface per level
IViolationReporter interface
IAutoFixer para sugerencias
Integration con _02 (valida código generado)
Integration con 18_QUALITY_METRICS (consume standards)
Integration con CI/CD systems
Integration con 19_DIAGNOSTIC_SUITE

ENTREGABLES:

Validation pipeline 6 niveles completo
Integration con static analysis tools
Performance benchmarking automation
Suite de tests >90% coverage
Validation rules documentation
Report generation working
CI/CD integration probada
Auto-fix system functioning

ESTIMACIÓN: 3 semanas

TAREA 12: Generation Cache - La Memoria de Fabricación¶

Carpeta: 05_20_11_generation_cache

DESARROLLO:

Core Implementation
Cache storage system (filesystem + database)
Index Database:
- SQLite database para metadata rápida
- Schema: hash, timestamp, dependencies, generator_version
- Efficient query optimization
Artifacts Storage:
- Filesystem storage para código generado
- Content-addressable storage (hash-based)
- Compression support (optional)
Dependency Graph:
- Dependency tracking system
- Change propagation analyzer
- Incremental build calculator
Invalidation System:
- Spec change → invalidate affected
- Template change → invalidate all users
- Generator update → invalidate by type
- Forced rebuild mechanism
- Cascading invalidation
Hash calculation (fast, collision-resistant)
Cache hit/miss reporting
Cache size management (LRU eviction)
Cache statistics dashboard
Distributed cache support (future)
Testing Framework
Cache correctness tests (hit = exact match)
Invalidation logic tests (correct cascading)
Concurrency tests (parallel access)
Hash collision handling tests
Dependency graph accuracy tests
Performance benchmarks (cache vs regenerate)
Cache size limits tests
Database corruption recovery tests
Test coverage > 90%
Documentación
Cache architecture documentation
Invalidation rules reference
Performance characteristics
Cache management guide
Troubleshooting guide (cache corruption)
Statistics interpretation guide
Distributed cache design (future)
Interfaces y Conexiones
IGenerationCache interface
ICacheStorage abstraction (file/db)
IDependencyGraph interface
IInvalidationStrategy interface
Integration con _00 (hash specs)
Integration con _01 (track template changes)
Integration con _02 (cache generated code)
Integration con todo el sistema (transparente)

ENTREGABLES:

Cache system completo (SQLite + filesystem)
Dependency graph tracking
Invalidation system functioning
Suite de tests >90% coverage
Cache hit ratio >90% en desarrollo iterativo
Documentation completa
Statistics dashboard working
Performance benchmarks (10x+ speedup)

ESTIMACIÓN: 3 semanas

TAREA FINAL-A: Integration Testing & Validation¶

Carpeta: 05_20_test_integration

DESARROLLO:

End-to-End Test Suite
Complete pipeline tests (Spec → Code → Validation)
Multi-module generation tests (dependencies)
Full rebuild tests
Incremental build tests (cache usage)
Error recovery tests
Performance stress tests (1000+ módulos)
Cross-Subsystem Validation
Integration con 03_ALGORITHM_SPEC (consume specs)
Integration con 08_COMPONENT_PATTERNS (usa patterns)
Integration con 15_REFERENCE_IMPLEMENTATIONS (compara contra)
Integration con 18_QUALITY_METRICS (valida contra standards)
Integration con 27_IMPLEMENTATIONS (output)
Integration con 30_TESTING_FRAMEWORK (ejecuta tests generados)
Regression Test Automation
Golden output comparison system
Automatic regression detection
Breaking change alerts
Performance regression tracking
Performance Validation Suite
Generation speed benchmarks
Cache effectiveness measurement
Memory usage profiling
Scalability tests (10 → 1000 → 10000 módulos)
Stress & Load Testing
Concurrent generation tests
Large specification handling
Memory limit testing
Disk space management tests

ENTREGABLES:

E2E test suite completa
Cross-subsystem integration probada
Regression automation working
Performance validated contra specs
Stress tests passing
CI/CD integration completa

ESTIMACIÓN: 2 semanas

TAREA FINAL-B: System Integration¶

Carpeta: 05_20_interfaces

DESARROLLO:

Conectores con Subsistemas (SYMLINKS)
algorithm_specs/ → ../03_ALGORITHM_SPEC/specifications/
component_patterns/ → ../08_COMPONENT_PATTERNS/patterns/
reference_impls/ → ../15_REFERENCE_IMPLEMENTATIONS/canonical/
ui_templates/ → ../28_TEMPLATES/component_templates/
generated_output/ → ../27_IMPLEMENTATIONS/generated/
quality_metrics/ → ../18_QUALITY_METRICS/standards/
ml_models/ → ../26_MACHINE_LEARNING/models/ (future)
Event Bus Implementation
Generation started/completed events
Validation result events
Cache hit/miss events
Error events
Progress events
Event subscription API
Shared State Management
Generation queue state
Active generators tracking
Resource usage monitoring
Configuration state
Communication Protocols
REST API para remote generation (future)
CLI interface
Library API (C++)
IPC mechanism para distributed (future)

ENTREGABLES:

ESTIMACIÓN: 1 semana

TAREA FINAL-C: Documentation Package¶

Carpeta: 05_20_documentation

DESARROLLO:

Complete API Reference
Doxygen configuration
API documentation completa
Class hierarchy diagrams
Sequence diagrams para flujos principales
Generated documentation (HTML/PDF)
Developer Guide
Getting started tutorial
Writing custom generators guide
Writing custom templates guide
Extending the system guide
Performance optimization guide
Debugging guide
User Manual
CLI usage reference
Configuration guide
Specification writing guide
Troubleshooting guide
FAQ section
Examples library
Migration Guides
Migrating from manual code
Updating to new versions
Template migration guide
API deprecation guide
Architecture Diagrams
System architecture overview
Component interaction diagrams
Data flow diagrams
Pipeline flow diagrams
Cache system architecture

ENTREGABLES:

ESTIMACIÓN: 2 semanas

CRITERIOS DE ÉXITO¶

Funcionales¶

Todas las 12 subcarpetas implementadas y funcionando
Pipeline completo: Spec → Parse → IR → Generate → Validate → Cache
>80% del código es auto-generado en proyectos test
Cache hit ratio >90% en desarrollo iterativo
<100ms generación por módulo simple, <1s por complejo

Calidad¶

>90% test coverage en todo el subsistema
<0.1% código generado con errores de compilación
100% adherencia a coding standards en código generado
Documentación completa para todas las APIs

Performance¶

Benchmarks ejecutados y documentados
Performance dentro de specs (<100ms simple, <1s complejo)
Scalability probada (1000+ módulos)
Memory usage optimizado

Integración¶

Integration testing con subsistemas hermanos
Symlinks configurados correctamente
Event bus funcionando
CI/CD integration completa

Documentación¶

API reference completa
Developer guide publicada
User manual disponible
Examples library extensa

RESUMEN EJECUTIVO¶

Subsistema: 05_20_FABRICATION_TOOLS - La Fábrica Automatizada de Código DSP

Propósito: Transformar especificaciones abstractas en código DSP funcional mediante generación automática, eliminando trabajo manual repetitivo y garantizando consistencia arquitectónica.

Componentes: 12 subsistemas + 3 módulos de integración

Estimación Total: 14-16 semanas de desarrollo

Criticidad: ⭐⭐⭐⭐⭐ (Absolutamente crítico para escalar a 1000+ módulos)

ROI Esperado: 10x retorno en productividad en el primer año

Dependencias Críticas: - 03_ALGORITHM_SPEC (input specifications) - 08_COMPONENT_PATTERNS (patterns) - 15_REFERENCE_IMPLEMENTATIONS (validation) - 18_QUALITY_METRICS (standards) - 27_IMPLEMENTATIONS (output)

Métricas Clave: - Velocidad: <100ms simple, <1s complejo - Cobertura: >80% código auto-generado - Calidad: <0.1% errores compilación - Cache: >90% hit ratio - Tests: 100% módulos con tests

Documento generado: 2025-10-15 Versión: 1.0 Estado: Plan completo listo para implementación