Core Features

Liqui is a protocol powered by AI for intelligent order routing, liquidity analysis, and adaptive execution on MegaETH.

Below is an overview of the key system features:

AI-Driven Order Routing

  • Liqui’s AI engine continuously analyzes liquidity conditions, volatility, and historical flows to determine the most efficient execution path.

How it Works:

  • The AI agent collects data from MegaETH liquidity pools

  • Simulates the best route based on slippage and depth

  • Sends the decision to smart contracts via the oracle

  • The contract executes the trade atomically

Real-Time Liquidity Mapping

The AI continuously monitors the state of liquidity across the network:

  • Identifies depth, spread, volatility, and TVL

  • Detects fragmentation or anomalies

  • Updates the routing map in near real time

Implementation:

  • AI connects via RPC or WebSocket to MegaETH DEX pools

  • Continuously refreshes the internal map

  • Sends results or hashed data to on-chain contracts

Predictive Execution Modeling

Before any trade is executed, the AI simulates potential outcomes:

  • Assesses slippage risk and fill probability

  • Predicts latency and price impact

  • Models the effect on subsequent orders

Implementation:

  • AI is trained on historical data

  • Submits a risk-assessed payload before execution

  • Contract verifies slippage conditions before committing

Secure Smart Contract Execution

  • Trades can be split and routed across multiple pools

  • Slippage and gas limits are enforced

  • Execution is atomic - all or nothing

AI Feedback Loop

After each trade, the AI updates its internal models based on execution results.

  • Receives logs (fill success, gas used, price deviation)

  • Refines routing and prediction models

  • Improves execution efficiency over time

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