⚙️ Core Systems Deep Dive

1. Memecoin Sniper Architecture

Real-Time Detection Pipeline

class MemecoinSniper:
    def __init__(self):
        self.dex_stream = DexScreenerWebSocket()
        self.social_monitor = TelegramScraper()
    
    async def run(self):
        while True:
            new_pool = await self.dex_stream.next_listing()
            social_score = self.social_monitor.analyze(new_pool.token)
            if self.validate(new_pool, social_score):
                self.execute_swap(new_pool)

Validation Matrix

validation_criteria:
  liquidity: 
    min: 75 SOL
    max_age: 15m
  social:
    min_messages: 1000/hr
    positive_sentiment: 85%
  contract:
    verified_owner: true
    mint_freeze: false

---

2. Cross-DEX Arbitrage System

Price Discovery Mechanism

impl ArbitrageEngine {
    pub async fn find_opportunity(&self) -> Option<ArbOpportunity> {
        let prices = self.oracle.get_prices().await?;
        let routes = self.router.find_routes(prices).await?;
        routes.iter()
            .filter(|r| r.profit > MIN_PROFIT)
            .max_by_key(|r| r.profit_risk_ratio)
    }
}

Performance Benchmarks

DEX Pair	Avg. Profit	Execution Speed	Success Rate
Raydium-Orca	0.82%	320ms	92.1%
OpenBook-Jupiter	1.15%	410ms	88.7%

---

3. NFT Acquisition Protocol

Blue-Chip Buying Logic

contract NFTAcquirer {
    mapping(address => CollectionConfig) public configs;
    
    function buyOnDip(address collection) external {
        CollectionConfig memory cfg = configs[collection];
        uint currentFloor = INFTOracle(ORACLE).getFloor(collection);
        uint24hVolume = INFTOracle(ORACLE).getVolume(collection);
        
        if (currentFloor <= (cfg.lastHigh * (100 - cfg.dipThreshold)) / 100 &&
            currentVolume >= cfg.volumeThreshold) {
            _executePurchase(collection);
        }
    }
}

Supported Collections

Collection	Contract Address	Monitoring Channels
Mad Lads	MADS...zQ3T	15 TG groups
Tensorians	TENS...8HjY	12 Discord servers