Platform Architecture

Understanding the technical foundation that powers sub-400ms trading execution and swarm intelligence.

c0gni's architecture is designed for speed, reliability, and autonomous operation. Every component is optimized for millisecond-level decision making and execution.

System Overview

Agent Layer

Autonomous decision-making and strategy execution

Orchestration Layer

Swarm coordination and resource allocation

Infrastructure Layer

Solana integration and execution engine

↑ User Interface & APIs ↑

↓ Blockchain & Market Data ↓

Core Components

The Agent Runtime is the execution environment where autonomous agents make decisions and execute trades.

Decision Engine

AI-powered strategy execution with machine learning models

• Pattern recognition algorithms

• Risk assessment models

• Market sentiment analysis

Memory System

On-chain persistent memory for learning and adaptation

• Trade history storage

• Strategy performance metrics

• Market condition mappings

Data Flow Architecture

Market Data Ingestion

Real-time price feeds from multiple DEXs are aggregated and normalized through our data pipeline

Agent Processing

Individual agents analyze market data using their specialized algorithms and historical memory

Swarm Coordination

Agents communicate findings and build consensus on trading opportunities through the orchestration layer

Execution

Validated trades are executed through optimized Solana transactions with MEV protection

Learning

Results are recorded on-chain and fed back to agent memory systems for continuous improvement

Security Architecture

Scalability & Performance

Horizontal Scaling

The platform automatically scales to handle increased load by spinning up additional agent instances and distributing workload across multiple nodes.

• Auto-scaling: Dynamic resource allocation

• Load balancing: Intelligent request distribution

• Geographic distribution: Global node network

Current Scale

Active Agents15,234

Daily Transactions2.3M

Network Nodes47

Global Regions12

Integration Points

Multi-Chain EVM

Native integration across Ethereum, Polygon, Arbitrum, Base, and BSC

• ERC-20 Token support

• Smart contract interaction

• Cross-chain state management

DEX Aggregators

Connected to all major EVM DEXs for optimal cross-chain pricing

• Uniswap V3

• Curve Finance

• Balancer

All integrations are thoroughly tested and monitored. We maintain fallback systems for critical operations to ensure uninterrupted service.

Technical Deep Dive

Explore detailed technical documentation for developers

View Technical Docs

Agent Studio

Solana Integration

Platform Architecture

Understanding the technical foundation that powers sub-400ms trading execution and swarm intelligence.

c0gni's architecture is designed for speed, reliability, and autonomous operation. Every component is optimized for millisecond-level decision making and execution.

System Overview

Agent Layer

Autonomous decision-making and strategy execution

Orchestration Layer

Swarm coordination and resource allocation

Infrastructure Layer

Solana integration and execution engine

↑ User Interface & APIs ↑

↓ Blockchain & Market Data ↓

Core Components

The Agent Runtime is the execution environment where autonomous agents make decisions and execute trades.

Decision Engine

AI-powered strategy execution with machine learning models

• Pattern recognition algorithms

• Risk assessment models

• Market sentiment analysis

Memory System

On-chain persistent memory for learning and adaptation

• Trade history storage

• Strategy performance metrics

• Market condition mappings

Data Flow Architecture

Market Data Ingestion

Real-time price feeds from multiple DEXs are aggregated and normalized through our data pipeline

Agent Processing

Individual agents analyze market data using their specialized algorithms and historical memory

Swarm Coordination

Agents communicate findings and build consensus on trading opportunities through the orchestration layer

Execution

Validated trades are executed through optimized Solana transactions with MEV protection

Learning

Results are recorded on-chain and fed back to agent memory systems for continuous improvement

Security Architecture

Scalability & Performance

Horizontal Scaling

The platform automatically scales to handle increased load by spinning up additional agent instances and distributing workload across multiple nodes.

• Auto-scaling: Dynamic resource allocation

• Load balancing: Intelligent request distribution

• Geographic distribution: Global node network

Current Scale

Active Agents15,234

Daily Transactions2.3M

Network Nodes47

Global Regions12

Integration Points

Multi-Chain EVM

Native integration across Ethereum, Polygon, Arbitrum, Base, and BSC

• ERC-20 Token support

• Smart contract interaction

• Cross-chain state management

DEX Aggregators

Connected to all major EVM DEXs for optimal cross-chain pricing

• Uniswap V3

• Curve Finance

• Balancer

All integrations are thoroughly tested and monitored. We maintain fallback systems for critical operations to ensure uninterrupted service.

Technical Deep Dive

Explore detailed technical documentation for developers

View Technical Docs

Platform Architecture

System Overview

Agent Layer

Orchestration Layer

Infrastructure Layer

Core Components

Decision Engine

Memory System

Agent Lifecycle Management

Resource Allocation

Data Flow Architecture

Market Data Ingestion

Agent Processing

Swarm Coordination

Execution

Learning

Security Architecture

Agent Isolation

Private Key Management

Network Security

Scalability & Performance

Horizontal Scaling

Current Scale

Integration Points

Multi-Chain EVM

DEX Aggregators

Technical Deep Dive

Platform Architecture

System Overview

Agent Layer

Orchestration Layer

Infrastructure Layer

Core Components

Decision Engine

Memory System

Agent Lifecycle Management

Resource Allocation

Data Flow Architecture

Market Data Ingestion

Agent Processing

Swarm Coordination

Execution

Learning

Security Architecture

Agent Isolation

Private Key Management

Network Security

Scalability & Performance

Horizontal Scaling

Current Scale

Integration Points

Multi-Chain EVM

DEX Aggregators

Technical Deep Dive