The problem SAM solves

Discovering and acting on on-chain opportunities is noisy, manual, and often slow. Traders rely on fragmented tools, need to track multiple wallets and miss time-sensitive alpha because automation is inaccessible or too technical.

SAM solves this by letting users define condition-based alerts. These rules are created using a no-code interface and executed instantly onchain.

At its core, SAM acts as a collective intelligence engine: it surfaces and ranks smart orders defined by the community, creating a social discovery layer for actionable on-chain events.

You can test our XMTP agent via this XMTP address:
9806d0598181d0a66b9fbe3224a62b1f9b41bfbd173bab5bce9bcbc47a66deaa

You can test our XMTP-powered web client: https://sam-ai-flax.vercel.app/

What can you do with SAM?

1. Analyze Wallet Data
Get real-time insights into wallet activity, token holdings, and trading behavior.

• “Does mesutgulecen.eth hold $DRB?”
• “Show top trades for mesutgulecen.eth this week.”
• “What’s the portfolio value of 0x123...45 or jessepollak?”

2. Set Token Price Alerts

• Stay updated on token price moves with customizable alerts.
• “Set a price alert for $CLANKER.”
• “Notify me if $DEGEN pumps 5%.”

3. Natural Language Interaction
Chat to him like a friend — no command syntax needed. He understands what you mean and responds with relevant on-chain data.

What’s next for SAM?

• Web client: Complete our web client powered by XMTP, allowing users to set smart orders through chat.
• Smart Order Feed: On our client, a public feed to explore, copy, and follow top-performing smart orders across tokens, wallets, and strategies.
• Wallet Activity-Based Orders: Set custom smart orders based on wallet behavior.
  Example: “If jessepollak.eth buys a token under a $100K market cap, buy $100 worth for me too.”
• Alert-Linked Swap Orders: Tie swap actions directly to alert triggers.
  Example: “If $TOKEN jumps 15% in an hour, buy 0.1 ETH worth automatically.”
• Advanced XMTP In-Chat UX: Expand XMTP experience with better in-chat execution, balance tracking, and fund management tools — making smart trading possible without ever leaving the DM.

Technical Architecture

SAM is built on a modular stack that combines powerful on-chain and off-chain tools.

• We use Coinbase’s OnchainKit for seamless Base network integration and AgentKit to power our smart agent that reacts to wallet activity and token events.
• Real-time messaging and alert interactions are handled via the XMTP protocol, enabling both individual and group chat automation.
• For data and execution, we integrate the Moralis API for wallet and token insights, the Birdeye API for real-time token market data, and the Neynar API to fetch and connect Farcaster identity and social context.

Challenges I ran into

• Designing a flexible rule system that supports diverse trigger types (wallet activity, price changes, token volume, etc.)
• Ensuring low-latency alerting and execution infrastructure, especially for time-sensitive trades.
• Building a user-friendly UX that abstracts the complexity of writing smart conditions while still being powerful.
• Coordinating wallet tracking, market data, and execution logic through decentralized infra.