QuoxCORE

The self-hosted control plane for AI agents.

QuoxCORE is the central platform: the self-hosted control plane for AI agents that brings multi-agent orchestration, persistent memory, workflow automation, and full audit trails into a single interface for DevOps, SRE, and infrastructure teams.

What It Is

QuoxCORE is a self-hosted dashboard that replaces the patchwork of SSH terminals, monitoring tabs, and runbook wikis that infrastructure teams juggle daily. You talk to it in natural language (text or voice), and it routes your request to the right specialist AI agent, executes it against your infrastructure, remembers the outcome, and logs everything for compliance.

It is not a chatbot. It is a command center with 16 specialist AI agents, a persistent memory system, 1,340+ workflow templates, and an 11-layer audit protocol.

Who It's For

Core Capabilities

Multi-Agent System

49 specialist agents with automatic delegation. You ask a question, and QuoxCORE routes it to the agent best suited to answer.

Delegation is automatic. When you say "scan for security threats," SENTINEL picks it up. When you say "check disk space on the docker hosts," NOVA handles it. No manual routing required.

Persistent Memory

QuoxCORE remembers across sessions. Six memory layers work together:

• Episodic — Full conversation history, searchable by date and content
• Semantic — Learned facts, preferences, decisions, and constraints extracted from conversations
• Entity — Infrastructure knowledge graph: hosts, services, IPs, relationships
• Working Set (WSM) — Active context: current task, recent entities, open loops, pain points
• Preference — User preferences, workflow habits, and communication style
• Observation — Passive observations and patterns detected across sessions

Memory uses hybrid search (vector similarity + BM25 keyword matching) with reciprocal rank fusion. Every memory has provenance tracking and confidence scoring.

Voice Interface

Push-to-talk with 33 voice options (ElevenLabs TTS + OpenAI Whisper STT). Each agent can have a distinct voice. Three verbosity modes (quiet, normal, verbose) adapt responses for the situation — brief confirmations during incidents, detailed explanations during planning.

Workflow Automation

1,340+ pre-indexed n8n workflow templates with visual WireMap diagrams. Browse, search, and deploy workflows from the dashboard. Build custom workflows visually or let agents create them.

AOCL — Agent Orchestration Control Layers

An 11-layer audit protocol inspired by the OSI network model. Every request passes through layers from ingress to audit, and each layer emits observable events. This makes AI decision-making transparent and auditable.

Real-time visualisation components (LayerStack, TraceTimeline) show exactly what happened at each layer for any request.

AEE — Agent Envelope Exchange

Every message in the system is wrapped in a structured envelope with a unique ID, timestamp, sender, recipient, intent, and correlation ID. This creates a complete causality chain — you can trace any response back through every step that produced it.

Enterprise Features

• Multi-tenancy — Organisations, divisions, teams with hard isolation boundaries
• RBAC — Role-based access control with capabilities-based permissions
• Human-in-the-loop — Approval inbox for sensitive operations (DEFCON levels)
• Secrets management — Encrypted API key and credential storage per org
• Setup wizard — Guided onboarding for admin account, API keys, and infrastructure

Smart Router

Pattern matching intercepts common queries (fleet status, health checks, host lists) and returns instant responses without calling the LLM. Reduces API costs and latency for routine operations.

Dashboard Views

QuoxCORE ships with 25+ views:

• Command — Natural language chat with agent delegation
• Dashboard — System overview with host status
• NOC — Infrastructure operations (status, alerts, performance)
• SOC — Security operations (threats, vulnerabilities, compliance)
• Agents — Fleet management with agent status and tools
• Memory — Browse and manage episodic, semantic, entity memories
• Activity — AEE envelope history with filtering and search
• Workflows — 1,340+ templates with visual WireMap diagrams
• Files — Document storage with AI-powered analysis
• System Maintenance — Unified backup, update, and restore with real-time progress
• Settings — Voice, API keys, preferences, plugins
• Cognitive Topology — Visual system health with agent and implant status
• Inbox — Approval requests for sensitive operations

How It Connects

QuoxCORE is the brain. It doesn't run on your managed infrastructure — it runs on a central server (Docker Compose) and reaches out via two companion products:

• QuoxAgent runs on each managed host, providing real-time health metrics and secure command execution
• QuoxBastion runs on your bastion host, providing a fleet registry and SSH-based command execution

                    QuoxCORE (Dashboard + Collector)
                         /              \
                        /                \
              QuoxAgent (per host)    QuoxBastion (bastion host)
              - Heartbeats            - Host registry
              - Direct execution      - SSH execution
              - Resource metrics      - Fleet-wide commands
              - AI session tracking   - Audit logging

QuoxCORE works without either companion. You can use it as a standalone AI command center with workflow automation and memory. Add QuoxAgent for per-host monitoring and execution. Add QuoxBastion for SSH-based fleet management via your bastion.

Technical Stack

Getting Started

See the Quickstart guide to get QuoxCORE running.