System Architecture
SingularCore's signal-driven architecture enforces the Golden Rule: every signal flows through the Nervous System. Cognition (Brain), execution (Muscle), memory, and interfaces are physically isolated—no component can directly import or call another. This guarantees fault containment, complete auditability, and defense-in-depth security where even AI hallucinations cannot compromise your infrastructure.
Architecture Overview
Built With
SingularCore is built with modern, high-performance technologies. All communication uses Unix sockets and Protobuf via the Nervous System.
Core Components
Nervous System
Go — Central Signal RouterThe central hub through which all signals flow. Enforces the Golden Rule: no component may directly import, call, or connect to another.
Brain
Python — Cognition & PlanningHandles orchestration, intent classification, and task planning. All memory access through NervousMemoryAdapter—zero direct database imports.
Muscle
Rust + C++ — Execution & InferenceHigh-performance execution layer with memory-safe sandboxing. Handles dangerous work in isolated Firecracker micro-VMs.
Memory Service
Go — 4-Tier StorageUnified memory system with tiered storage. All access via memory.proto signals through Nervous System.
Command Center
Next.js — Web DashboardWeb-based control panel for system monitoring, task visualization, and approval workflows.
Chat Channels
Multi-Platform IntegrationUnified interface for all communication channels. All messages route through Nervous System to Brain's Communication Bots.
Skills Hub
Part of Brain ArchitectureZero-trust plugin system with strict validation. Skills execute within Brain's sandboxed environment with tier-based permissions.
Security Model
Security Tiers (0-3)
Network Security
Internet access is physically restricted via Squid Proxy whitelist:
Even if compromised, the AI cannot reach internal systems.
Self-Improvement Cycles
The Pulse
Health checks, telemetry, scheduled tasks
Dream Cycle
Pattern extraction, LoRA training
Micro-Dreams
Instant repair on critical events
Red Team
Self-penetration testing
Want to Contribute?
SingularCore is open source (AGPL-3.0). We welcome contributions from developers who want to help build the future of sovereign AI infrastructure. We follow a simple philosophy: one file at a time, zero test failures.
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System Architecture
SingularCore's signal-driven architecture enforces the Golden Rule: every signal flows through the Nervous System. Cognition (Brain), execution (Muscle), memory, and interfaces are physically isolated—no component can directly import or call another. This guarantees fault containment, complete auditability, and defense-in-depth security where even AI hallucinations cannot compromise your infrastructure.
Architecture Overview
Built With
SingularCore is built with modern, high-performance technologies. All communication uses Unix sockets and Protobuf via the Nervous System.
Core Components
Nervous System
Go — Central Signal RouterThe central hub through which all signals flow. Enforces the Golden Rule: no component may directly import, call, or connect to another.
Brain
Python — Cognition & PlanningHandles orchestration, intent classification, and task planning. All memory access through NervousMemoryAdapter—zero direct database imports.
Muscle
Rust + C++ — Execution & InferenceHigh-performance execution layer with memory-safe sandboxing. Handles dangerous work in isolated Firecracker micro-VMs.
Memory Service
Go — 4-Tier StorageUnified memory system with tiered storage. All access via memory.proto signals through Nervous System.
Command Center
Next.js — Web DashboardWeb-based control panel for system monitoring, task visualization, and approval workflows.
Chat Channels
Multi-Platform IntegrationUnified interface for all communication channels. All messages route through Nervous System to Brain's Communication Bots.
Skills Hub
Part of Brain ArchitectureZero-trust plugin system with strict validation. Skills execute within Brain's sandboxed environment with tier-based permissions.
Security Model
Security Tiers (0-3)
Network Security
Internet access is physically restricted via Squid Proxy whitelist:
Even if compromised, the AI cannot reach internal systems.
Self-Improvement Cycles
The Pulse
Health checks, telemetry, scheduled tasks
Dream Cycle
Pattern extraction, LoRA training
Micro-Dreams
Instant repair on critical events
Red Team
Self-penetration testing
Want to Contribute?
SingularCore is open source (AGPL-3.0). We welcome contributions from developers who want to help build the future of sovereign AI infrastructure. We follow a simple philosophy: one file at a time, zero test failures.