Birdeye_Catalyst

Catalyst_Manifesto

Welcome to the Birdeye Catalyst technical documentation. Here you will find detailed explanations of our AI-driven architecture, automated execution nodes, and how to maximize your operational efficiency on the Solana network.

Table_of_Contents

1. Introduction

Birdeye Catalyst is an industrial-grade DeFi intelligence hub. It bridges the gap between raw blockchain data and actionable trading execution. By monitoring thousands of tokens in real-time, it allows operators (users) to set up automated logical nodes that trigger private Telegram notifications the millisecond a token matches their precise criteria.

Core Philosophy

Speed is irrelevant without accuracy. Catalyst ensures you only receive signals for high-quality liquidity pools by routing raw data through our dual-layer security and AI prediction network.

2. System Architecture

The platform operates on a robust microservices architecture designed to handle massive data throughput without blocking user interfaces.

  • [1]
    Birdeye Ingestion Engine:Pulls real-time WebSocket data for new token listings, trending entries, and whale movements across Solana.
  • [2]
    BullMQ Worker Farm:Asynchronous Redis-backed workers evaluate active user nodes against the incoming data stream in parallel.
  • [3]
    Telegram Dispatcher:Formats and pushes sub-second payload notifications securely to user-bound Telegram chats.

3. AI Transformer Engine

Every token that triggers a rule is first routed to the Catalyst AI Engine. Written in Python (PyTorch), the engine utilizes a Multi-Head Attention Transformer model.

INPUT_TENSORS
  • - 60-candle Price History
  • - 60-candle Volume History
  • - RSI & MACD Divergence
  • - Smart Money Flow Index
OUTPUT_PROBABILITIES
  • - BULLISH (High continuation)
  • - BEARISH (Likely dump)
  • - HIGH_RISK (Extreme volatility)
  • - NEUTRAL

Note: In the event of cold-starts, a fallback heuristic layer calculates baseline technical indicators to ensure 100% uptime.

4. Deploying Nodes

A "Node" is an automated rule configuration. To deploy a node, you must set an overarching Trigger and a set of Conditions.

Example Configuration

TRIGGER: NEW_LISTING
CONDITION_1: LIQUIDITY > $50,000
CONDITION_2: SECURITY_SCORE > 80
ACTION: SEND_TELEGRAM_PAYLOAD

Once deployed, the node runs silently on our worker servers 24/7. PRO users receive alerts with a 10-second priority polling rate.

5. Security Matrix

To protect operators from malicious contracts, Catalyst integrates deeply with RugCheck APIs. Every token generates a composite Security Score (0-100) based on severe risk factors.

  • Honeypot Detection
  • Mint Authority Verification (Is the supply locked?)
  • Freeze Authority Verification
  • Top 10 Holder Concentration Metrics

Disclaimer: A high security score reduces risk but does not eliminate it. Always DYOR. Catalyst is an intelligence tool, not financial advice.