Neko’s Earn feature embodies the principle of ambient finance, allowing users to generate yield on their assets effortlessly. By depositing into Neko’s AI-managed strategies through our Manager Wallet API, users delegate the complexities of DeFi execution to sophisticated AI agents while maintaining full cryptographic control through EIP-712 signatures.

​
The User Experience: Deposit and Grow

For the user, interacting with Neko Earn is designed for simplicity:
  1. Deposit: Choose a strategy (e.g., LHYPE Yield, Stablecoin Arbitrage) and deposit your assets into your dedicated server-managed wallet.
  2. Monitor: Track your strategy wallet balance in real-time via blockchain queries as Neko’s agents coordinate DeFi interactions through your authorized signatures.
  3. Auto-Compounding: Yield generated is automatically reinvested within your strategy wallet through EIP-712 authorized transactions, maximizing returns while maintaining your cryptographic control.

Earn Architecture

View Earn Architecture Here

​
The AI Management Process: Behind the Scenes

Each Neko strategy is actively managed by a dedicated DeFAI Multiagent System operating through isolated, server-managed wallets with user-controlled authorization. When triggered by events like a user deposit, a scheduled rebalance, or significant market shifts, these agents execute a sophisticated, data-driven workflow:
  1. Trigger & Initial Context: The process starts with events like user deposits to specific strategy, each isolated by strategyId and requiring user signature authorization.
  2. Security Check (Pre-Interaction): Before planning any on-chain interactions, the agent calls the Hypernative API. This crucial step verifies that the whitelisted smart contracts intended for interaction within the strategy are not currently under attack or associated with malicious payloads, adding a layer of proactive security.
  3. Intelligence Gathering (Context Augmentation): The agent gathers necessary context to inform its strategy decisions:
    • Queries the RAG Database for relevant semantic information, historical context, or similar past scenarios.
    • Accesses the CAG Database for heuristics, learned best practices, and rand relevant agent transaction history specific to each strategy’s isolated wallet environment.
    • Retrieves real-time Market & Prediction Data from the Time-Series Database.
  4. Strategy Planning & Refinement (Multi-Agent Workflow): With security verified and context gathered, the core multi-agent workflow begins:
    • Planner Agent: Drafts an initial action plan based on the trigger, current strategy wallet state, market context, and strategy-specific objectives, all requiring one user’s EIP-712 signature authorization.
    • Replanner Agent: Reviews and iterates on the plan, optimizing for risk/reward and ensuring alignment with the strategy’s constraints.
    • Executor Agent: Identifies the specific “tools” needed – contract calls (potentially using the Shogun SDK/API for efficient, low-slippage swaps), API interactions, etc.
    • Action-Planner Agent: Performs the final validation and constructs the precise sequence of on-chain transactions required for execution.
  5. Secure Execution via Manager Wallet API: The agent executes the finalized plan by requesting one EIP-712 signature from you, then uses your dedicated strategy wallet (managed via Privy) to interact with DeFi protocols. This ensures you maintain cryptographic control - no transaction can occur without your explicit signature approval.

​
Underlying Technology: Manager Wallet API Architecture

Neko leverages a strategy-based wallet management system:
  • Single Server-Managed Wallet: Each user gets one dedicated wallet that handles all their DeFi strategies
  • Strategy-Based Isolation: Database-level separation ensures complete independence between your different strategy activities
  • One-Signature Control: Every transaction requires just one EIP-712 signature from you
  • Server Execution: After your signature, the server handles the complex DeFi interactions

​
Outcome

Neko Earn strategies, powered by the DeFi Multiagent System operating through secure Manager Wallet API architecture with cryptographic user control, deliver a truly automated and intelligent yield generation experience. By continuously monitoring conditions, leveraging diverse data sources, performing security checks, and executing optimized actions within predefined boundaries, Neko aims to provide risk-mitigated, auto-compounding returns, bringing the benefits of ambient finance directly to the user.