Overview

Deterministic Code Construction

AI agents build transactions as executable code, not through direct AI interpretation during execution. This architecture eliminates the risk of hallucination at the DeFi execution layer - once a strategy framework is generated, it runs as deterministic code with predefined, verifiable steps.

LLMs assist in translating user intent into selecting and configuring pre-built strategy components, but the actual execution follows deterministic patterns that perform exactly as specified.

Internal Strategy Verification

Every strategy generated by AI agents undergoes backend testing before becoming available to users. This verification process ensures the strategy built matches precisely what the Strategy Creator intended with their prompt input.

The internal testing infrastructure validates protocol interactions, parameter accuracy, and outcome prediction before any strategy reaches end users, creating an additional security layer beyond agent coordination.

Pre-Execution Validation and Simulation

Before execution, agents simulate complete strategy sequences to validate outcomes and identify potential issues under current market conditions.

Complete transparency defines this phase - users see exactly which protocols will be used, what tokens will be involved, estimated gas costs, and expected outcomes. The preview includes step-by-step breakdowns showing the complete execution sequence with exact amounts, enabling users to verify every action before signing.

User Approval and Transaction Signing

Users maintain complete control through explicit approval requirements. No execution occurs without user signature, ensuring non-custodial security throughout the process. Assets never leave the user's wallet - agents coordinate transactions while users retain full custody.

Real-Time Execution Monitoring

During execution, users monitor strategy deployment in real-time, observing each step as agents coordinate the complete sequence from initial transaction to final position establishment. This visibility ensures users can see exactly what's happening with their assets at every moment of the execution process.