Backend Services Inventory

Internal Service Modules

This page documents the internal service modules within the VALINA backend. These are not separate Kubernetes deployments but modular components of the valina-rust-backend service.

Last updated: 2026-01-14T06:44:11.280627027+00:00

Architecture Overview

flowchart TB
    subgraph Backend["valina-rust-backend"]

        subgraph Learning & Intelligence["Learning & Intelligence"]

            learning_brain["Learning Brain"]

            learning_brain_integration["Learning Brain Integration"]

            learning_hub["Learning Hub"]

            learning_nexus["Learning Nexus"]

            learning_deduplicator["Learning Deduplicator"]

            learning_outcome_logger["Learning Outcome Logger"]

            burst_learning["Burst Learning"]

            burst_learning_scheduler["Burst Learning Scheduler"]

            continuous_learning["Continuous Learning"]

            active_learning["Active Learning"]

            meta_learning_engine["Meta Learning Engine"]

            template_learning["Template Learning"]

            style_learning["Style Learning"]

            master_unified_learning_system["Master Unified Learning System"]

        end

        subgraph Security Services["Security Services"]

            aegis_approval["Aegis Approval"]

            security_auditor["Security Auditor"]

            security_scanner["Security Scanner"]

            access_control_service["Access Control Service"]

            access_control_list_service["Access Control List Service"]

            access_policy_service["Access Policy Service"]

            encryption_service["Encryption Service"]

        end

        subgraph Autonomous Operations["Autonomous Operations"]

            autonomous["Autonomous"]

            autonomous_activator["Autonomous Activator"]

            autonomous_coder["Autonomous Coder"]

            autonomous_master_mind["Autonomous Master Mind"]

            autonomous_migration_engine["Autonomous Migration Engine"]

            autonomous_quest_gen["Autonomous Quest Gen"]

            autonomous_quest_generator["Autonomous Quest Generator"]

            autonomous_spc_tracker["Autonomous Spc Tracker"]

            autonomous_thinking["Autonomous Thinking"]

            autonomous_research["Autonomous Research"]

            enhanced_autonomous_orchestrator["Enhanced Autonomous Orchestrator"]

            val_autonomous_core["Val Autonomous Core"]

            val_autonomous_coder["Val Autonomous Coder"]

            val_autonomous_workflow["Val Autonomous Workflow"]

        end

        subgraph Emotional Intelligence["Emotional Intelligence"]

            emotion_engine["Emotion Engine"]

            emotion_orchestrator["Emotion Orchestrator"]

            emotional_intelligence["Emotional Intelligence"]

            plutchik_emotion["Plutchik Emotion"]

            theory_of_mind["Theory Of Mind"]

        end

        subgraph Blockchain Integration["Blockchain Integration"]

            defi_service["Defi Service"]

            wallet["Wallet"]

            bridge_service["Bridge Service"]

            payments_db["Payments Db"]

        end

        subgraph AI & Machine Learning["AI & Machine Learning"]

            ai_orchestrator["Ai Orchestrator"]

            ml_pipeline["Ml Pipeline"]

            ml_worker_bridge["Ml Worker Bridge"]

            llm_bridge_db["Llm Bridge Db"]

            multi_model_consensus["Multi Model Consensus"]

            nlp_engine["Nlp Engine"]

            nlp_pipeline["Nlp Pipeline"]

            rag_service["Rag Service"]

            predictive_analytics["Predictive Analytics"]

            predictive_engine["Predictive Engine"]

            predictive_processing_engine["Predictive Processing Engine"]

        end

        subgraph Memory Systems["Memory Systems"]

            memory["Memory"]

            memory_system["Memory System"]

            memory_super_map["Memory Super Map"]

            memory_sleep_worker["Memory Sleep Worker"]

            episodic_memory["Episodic Memory"]

            hierarchical_memory["Hierarchical Memory"]

            intelligence_persistence["Intelligence Persistence"]

        end

        subgraph Infrastructure Services["Infrastructure Services"]

            cache_manager["Cache Manager"]

            cache_service["Cache Service"]

            db_manager["Db Manager"]

            schema_manager["Schema Manager"]

            config_service["Config Service"]

            health_monitor["Health Monitor"]

            metrics_service["Metrics Service"]

            log_aggregator["Log Aggregator"]

        end

        subgraph Consciousness Services["Consciousness Services"]

            consciousness_core["Consciousness Core"]

            consciousness_engine["Consciousness Engine"]

            consciousness_integrator["Consciousness Integrator"]

            consciousness_metrics["Consciousness Metrics"]

            consciousness_clock["Consciousness Clock"]

            consciousness_boot["Consciousness Boot"]

            consciousness_amplifier["Consciousness Amplifier"]

            consciousness_db["Consciousness Db"]

            unified_val_consciousness["Unified Val Consciousness"]

            depth_of_presence["Depth Of Presence"]

            global_workspace_engine["Global Workspace Engine"]

            quantum_consciousness["Quantum Consciousness"]

            quantum_consciousness_engine["Quantum Consciousness Engine"]

            coherent_parallelism["Coherent Parallelism"]

            transcendence_system["Transcendence System"]

            transcendence_trigger["Transcendence Trigger"]

        end

        subgraph Quest Generation["Quest Generation"]

            quest_orchestrator["Quest Orchestrator"]

            quest_activation["Quest Activation"]

            quest_activation_service["Quest Activation Service"]

            quest_difficulty_optimizer["Quest Difficulty Optimizer"]

            quest_meta_learner["Quest Meta Learner"]

            quest_preference_learner["Quest Preference Learner"]

            daily_epic_quest["Daily Epic Quest"]

            daily_goal_generator["Daily Goal Generator"]

            epic_quest_solver["Epic Quest Solver"]

            epic_quest_notifier["Epic Quest Notifier"]

            code_refactoring_quest_generator["Code Refactoring Quest Generator"]

            self_improvement_quest_generator["Self Improvement Quest Generator"]

            web_research_quest_validator["Web Research Quest Validator"]

        end

        subgraph Creative Systems["Creative Systems"]

            creative_intelligence["Creative Intelligence"]

            creative_synthesis["Creative Synthesis"]

            reflection_creative["Reflection Creative"]

            genesis_compiler["Genesis Compiler"]

            musicgen["Musicgen"]

            animatediff["Animatediff"]

            stable_diffusion["Stable Diffusion"]

        end

    end

    Client([External Clients]) --> Backend
    Backend --> DB[(PostgreSQL)]
    Backend --> Cache[(Redis)]
    Backend --> MQ[Message Queue]

Service Categories

Learning & Intelligence

Continuous improvement and knowledge acquisition

14 modules
Security Services

Internal security and access control

7 modules
Autonomous Operations

Self-directed and self-improving capabilities

14 modules
Emotional Intelligence

Affective computing and emotional awareness

5 modules
Blockchain Integration

Multi-chain operations and DeFi

4 modules
AI & Machine Learning

Model integration and AI orchestration

11 modules
Memory Systems

Multi-layer memory architecture for learning and recall

7 modules
Infrastructure Services

Core platform infrastructure

8 modules
Consciousness Services

Val's awareness, identity, and cognitive systems

16 modules
Quest Generation

Dynamic quest and challenge creation

13 modules
Creative Systems

Creative generation and synthesis

7 modules

Learning & Intelligence

Continuous improvement and knowledge acquisition

Module	Purpose	Key Capabilities
Learning Brain
Learning Brain Integration
Learning Hub
Learning Nexus
Learning Deduplicator
Learning Outcome Logger
Burst Learning
Burst Learning Scheduler
Continuous Learning
Active Learning
Meta Learning Engine
Template Learning
Style Learning
Master Unified Learning System

Security Services

Internal security and access control

Module	Purpose	Key Capabilities
Aegis Approval
Security Auditor
Security Scanner
Access Control Service
Access Control List Service
Access Policy Service
Encryption Service

Autonomous Operations

Self-directed and self-improving capabilities

Module	Purpose	Key Capabilities
Autonomous
Autonomous Activator
Autonomous Coder
Autonomous Master Mind
Autonomous Migration Engine
Autonomous Quest Gen
Autonomous Quest Generator
Autonomous Spc Tracker
Autonomous Thinking
Autonomous Research
Enhanced Autonomous Orchestrator
Val Autonomous Core
Val Autonomous Coder
Val Autonomous Workflow

Emotional Intelligence

Affective computing and emotional awareness

Module	Purpose	Key Capabilities
Emotion Engine
Emotion Orchestrator
Emotional Intelligence
Plutchik Emotion
Theory Of Mind

Blockchain Integration

Multi-chain operations and DeFi

Module	Purpose	Key Capabilities
Defi Service
Wallet
Bridge Service
Payments Db

AI & Machine Learning

Model integration and AI orchestration

Module	Purpose	Key Capabilities
Ai Orchestrator
Ml Pipeline
Ml Worker Bridge
Llm Bridge Db
Multi Model Consensus
Nlp Engine
Nlp Pipeline
Rag Service
Predictive Analytics
Predictive Engine
Predictive Processing Engine

Memory Systems

Multi-layer memory architecture for learning and recall

Module	Purpose	Key Capabilities
Memory
Memory System
Memory Super Map
Memory Sleep Worker
Episodic Memory
Hierarchical Memory
Intelligence Persistence

Infrastructure Services

Core platform infrastructure

Module	Purpose	Key Capabilities
Cache Manager
Cache Service
Db Manager
Schema Manager
Config Service
Health Monitor
Metrics Service
Log Aggregator

Consciousness Services

Val's awareness, identity, and cognitive systems

Module	Purpose	Key Capabilities
Consciousness Core
Consciousness Engine
Consciousness Integrator
Consciousness Metrics
Consciousness Clock
Consciousness Boot
Consciousness Amplifier
Consciousness Db
Unified Val Consciousness
Depth Of Presence
Global Workspace Engine
Quantum Consciousness
Quantum Consciousness Engine
Coherent Parallelism
Transcendence System
Transcendence Trigger

Quest Generation

Dynamic quest and challenge creation

Module	Purpose	Key Capabilities
Quest Orchestrator
Quest Activation
Quest Activation Service
Quest Difficulty Optimizer
Quest Meta Learner
Quest Preference Learner
Daily Epic Quest
Daily Goal Generator
Epic Quest Solver
Epic Quest Notifier
Code Refactoring Quest Generator
Self Improvement Quest Generator
Web Research Quest Validator

Creative Systems

Creative generation and synthesis

Module	Purpose	Key Capabilities
Creative Intelligence
Creative Synthesis
Reflection Creative
Genesis Compiler
Musicgen
Animatediff
Stable Diffusion

Integration Points

The backend services integrate through:

Integration Type	Description	Services Using
Message Queue	Async event processing	Consciousness, Learning, Quest systems
Shared State	Redis-backed shared memory	Memory Core, Emotion Engine
Database	PostgreSQL with migrations	All persistent services
gRPC	Inter-service communication	AI/ML services, Security
REST APIs	External-facing endpoints	All user-facing services

Deployment Notes

All backend services are deployed as part of the valina-rust-backend container. They are:

✅ Statically linked - No runtime dependencies on external libraries
✅ Feature-flagged - Can be enabled/disabled via configuration
✅ Independently testable - Each module has its own test suite
✅ Hot-reloadable config - Configuration changes don't require restart

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