AI Agents Overview
Meet the 8 specialized AI agents that form your personal trading desk.
PerpDesk deploys 8 specialized AI agents, each with a distinct role in the trading pipeline. Together, they form a coordinated team that handles the full spectrum of trading operations — from market analysis to execution to risk management.
The Agent Team
| Agent | Role | Color |
|---|---|---|
| Vanta | Regime Detection | Cyan |
| Luma | Signal Aggregation | Purple |
| Meridian | Macro Sentinel | Green |
| Riven | Strategy Architect | Amber |
| Koda | Execution Engine | Orange |
| Brix | Risk Enforcer | Red |
| Lucid | Performance Analyst | Pink |
| Mentor | Education Guide | Blue |
How They Work Together
The agents follow a structured coordination pipeline. Rather than operating independently, each agent's output feeds into the next stage:
Sense → Plan → Act → Guard → Learn
- Vanta classifies the current market regime (trending, ranging, volatile, quiet)
- Luma aggregates multi-source signals and scores them by confidence
- Meridian overlays macro context and systemic risk assessment
- Riven architects strategies that fit the current regime and signals
- Koda executes with precision timing and optimal order routing
- Brix enforces hard risk limits at every stage of the pipeline
- Lucid tracks performance and feeds insights back to improve future decisions
- Mentor explains what's happening and why, coaching you through the process
Configurable Autonomy
Each agent has an independent autonomy slider. You control how much independence each agent has:
- Monitor — Observe and log only
- Suggest — Propose actions, wait for approval
- Auto (bounded) — Act within your configured limits
- Full auto — Maximum independence (still bounded by Brix)
Vanta
Regime detection — identifies market behavioral states.
Luma
Signal aggregation from technical, on-chain, and sentiment sources.
Meridian
Macro monitoring and systemic risk assessment.
Riven
Multi-leg strategy architecture and optimization.
Koda
Precision trade execution and order management.
Brix
Real-time risk enforcement and portfolio protection.
Lucid
Performance analytics and continuous improvement.
Mentor
Education, explanations, and strategy coaching.