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Michael Carter
Michael Carter

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Solana AMM Trading Bot: High-Speed DeFi Trading, Whale Tracking & Presale Strategies

If you’ve ever missed a Solana token presale by seconds or watched whales manipulate prices while your orders lagged, this guide is for you. Today, I’ll walk through how I built Solana Trading Bot—a tool that combines real-time blockchain analysis, anti-scam safeguards, and lightning-fast execution to trade smarter on Solana.

Opensource and Set Up: https://github.com/vladkukolenko/Solana-AMM-Sniping-Bot

Why Solana?
Solana’s 400ms block times and low fees make it ideal for high-frequency trading (HFT). But its speed is a double-edged sword: if your bot isn’t optimized, you’ll get front-run by MEV bots or stuck in mempool purgatory. Here’s how my bot tackles these challenges.

Core Features
Instant Trade Execution

Uses private RPC nodes to bypass congested public endpoints.

Achieves ~50-100ms latency via optimized API calls (vs. 500ms+ on standard clients).

rust

// Example: Custom RPC config in Rust  
let rpc_url = "https://private-node.xyz";  
let client = RpcClient::new_with_commitment(rpc_url, CommitmentConfig::confirmed()); 
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Presale Sniping

Scans new SPL token deployments by monitoring CreateAccount instructions.

Filters scams using on-chain checks:

Liquidity lock (no lock = red flag).

Owner privileges (e.g., mint/burn functions).

python

# Detect new tokens  
async def track_new_tokens():  
    recent_blocks = await client.get_recent_blocks(limit=5)  
    for tx in recent_blocks.transactions:  
        if "InitializeMint" in tx.instructions:  
            analyze_token(tx.mint_address)
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Whale Tracking

Flags large transfers (>10,000 SOL) and correlates them with DEX activity.

Alerts when whales accumulate/dump tokens (see code snippet below).

Anti-Scam Engine

Scans for honeypot contracts using static analysis.

Cross-references liquidity pools to detect rug pulls.

Building the Bot: Key Components

  1. Real-Time Blockchain Data Solana’s JSON-RPC API is powerful but rate-limited. To avoid throttling:

Use WebSocket subscriptions for critical events (e.g., new blocks, token mints).

Cache frequent queries (e.g., token metadata) locally.

javascript

// Websocket setup for new blocks  
const ws = new WebSocket("wss://api.mainnet-beta.solana.com");  
ws.onmessage = async (event) => {  
   const data = JSON.parse(event.data);  
   if (data.method === "blockNotification") {  
       processTransactions(data.params.result.transactions);  
   }  
};  
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  1. Trade Execution Limit Orders: Post orders to Serum’s DEX (uses OpenBook API).

Slippage Control: Dynamically adjusts based on liquidity depth.

python

# Execute buy order with slippage tolerance  
async def buy_token(token, amount, max_slippage=2%):  
   pool_data = await get_pool_data(token)  
   price = pool_data.price * (1 + max_slippage)  
   place_order(token, amount, price, side="buy") 
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  1. Risk Management Trailing Stop-Loss: Updates stop price as the token rallies.

Multi-Wallet Isolation: Splits capital across wallets to limit exposure.

rust

// Trailing stop logic  
let stop_price = entry_price * 1.05; // 5% trailing  
if current_price > stop_price {  
   update_stop(stop_price * 1.02); // Move stop up  
} else if current_price <= stop_price {  
   sell_all();  
}  
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Avoiding Pitfalls: Lessons Learned
Failed Transactions Are Data
If 50% of buy attempts fail (status: BlockhashNotFound), the token is likely being botted. Use this as a signal to avoid trades.

Private RPCs Are Worth It
Public RPCs (e.g., QuickNode’s free tier) get hammered during volatility. Spend the $50/month for a dedicated node—it pays off.

Not All Presales Are Equal
A token with 80% supply held by 3 wallets? Skip it. Use spl-token accounts to check distribution.

Try It Yourself
The bot’s open-source code is available on GitHub. To get started:

Set Up bot: https://github.com/vladkukolenko/Solana-AMM-Sniping-Bot

Set up private RPC endpoints.

Configure strategies in config.yaml:

yaml

strategies:  
  presale:  
    min_liquidity: 1000  
    max_holder_count: 150  
  arbitrage:  
    dexes: [raydium, orca]  
    profit_threshold: 1.5% 
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Final Thoughts
Solana’s speed demands equally fast tools. This bot won’t guarantee profits (nothing does), but it levels the playing field against MEV bots and whales. For developers, the real win is understanding the data pipelines and on-chain patterns that drive Solana’s DeFi ecosystem.

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