AgentVault
Autonomous Crypto Investment Agent
Created on 18th June 2025
โข
AgentVault
Autonomous Crypto Investment Agent
The problem AgentVault solves
Crypto investors lose time, money, and confidence due to manual, fragmented trading workflows.
โ ๏ธ On average, investors spend 15+ hours/week switching between wallets, exchanges, and analytics tools
๐ฐ Human latency and emotional bias lead to mistimed trades during volatility spikes
๐ธ Missed opportunities and poor risk management reduce profitability
๐ก Our Solution: AgentVault
AgentVault is an autonomous crypto investing platform powered by AI agents that execute strategies on your behalf โ intelligently, instantly, and securely.
๐ง Core Features
- ๐ค Autonomous Trading Engine: AI agents powered by FinBERT-LSTM models analyze 200+ market signals in real-time
- โก๏ธ <500ms Execution: Trades executed within sub-second latency using CDP Wallet + x402 Protocol
- ๐ Enterprise-Grade Security: Multi-party computation (MPC) & secure smart contracts
- ๐ฐ Monetizable Strategies: Users can share, deploy, and earn from winning agent blueprints
- ๐ง Custom Risk Guardrails: Personalized risk profiles for retail or pro investors
- ๐ 1-click deployment for beginners, API access for power users
โ Impact at a Glance
- โฑ๏ธ 90% reduction in manual effort compared to legacy tools
- ๐ 37% higher backtested returns by removing emotional bias
- ๐ง From โDIY cryptoโ to autonomous wealth agents in minutes
๐ Why AgentVault?
- ๐ Bridges AI, crypto, and payments into one seamless ecosystem
- ๐ฆ Fully integrated with AgentKit + CDP stack
- ๐ Delivered a functional MVP with real-time trading, payment, and deployment
- ๐ Designed for both novice users and seasoned algorithmic
Challenges I ran into
๐ง AI Decision-Making
We engineered 120+ deterministic trading decision-trees guarded by fail-safe prompts and back-tested the entire set against three years of BTC and ETH volatility with Backtrader. This deep historical simulation cuts down over-fitting risk and gives the agent a proven edge.
๐ธ Autonomous Payments
Agent-triggered trades settle themselves. Leveraging the x402 Protocol and CDP Wallet, each trade can automatically trigger and finalize its on-chain payment or revenue-share in real timeโno human touch required.
๐ Scalable Infrastructure
Inference nodes run on the Akash Network, where spot pricing trims compute costs by ~40 %. Stress-tests processed 22 k simulated transactions within target latency, proving capacity to scale with real-world demand.
๐ On-chain Record-Keeping
Every agent action is written to Pinata/IPFS with an encrypted proof of the decision logic. This produces a tamper-evident, publicly verifiable audit trail that regulators and users can independently validate at any time.
Tracks Applied (6)
Best Use of x402pay + CDPWallet
Best Use of CDP Wallet
Best Use of x402pay
Multiple Prizes: AWS Challenge: Best Use of Amazon Bedrock
Amazon Web Services
Best Overall Project and Best Use of Akash
Akash Network
Best Agentic Use of Pinata
Pinata
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