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Documentation Index

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Alpha Leak is a production-grade, multi-phase trading intelligence system built for Pump.fun on Solana. It processes every on-chain event in real time, runs layered ML analysis across 68+ features, and executes trades with sub-millisecond inference — no polling, no delays, no separate inference server.

Introduction

Understand what Alpha Leak does and how the full pipeline is organized.

Architecture

Explore the complete service map from WebSocket ingestion to live execution.

Quickstart

Connect to the live signal feed and start receiving real-time signals in minutes.

API Reference

Full reference for the SSE feed, REST endpoints, and signal payloads.

How the pipeline works

Alpha Leak is structured as four sequential phases, each building on the data produced by the one before it.
1

Ingest

The pipeline subscribes to the Pump.fun program via WebSocket and decodes every trade, token creation, and graduation event in real time — no polling, no batching delays.
2

Score wallets

Phase 1 computes a 30-minute rolling feature profile for every tracked wallet — graduation rate, win rate, entry timing, return consistency — and produces a 0–100 alpha score.
3

Run ML inference

Phase 3 runs LightGBM models compiled to ONNX against a 68-feature vector every 5 seconds, producing calibrated probability scores for multiple price targets and time windows.
4

Execute trades

The live trader subscribes to the trade:signals Redis channel, scores signals inline, selects the best eligible strategy, and executes via Jito bundles on the Pump.fun bonding curve.

Explore by topic

The Pipeline

Ingestion, phase-by-phase processing, and how services communicate.

Intelligence

Wallet scoring, adversarial detection, genesis analysis, and market regime.

ML System

ONNX model architecture, the 68-feature vector, calibration, and training.

Live Trader

Phase-gated strategies, position sizing, circuit breakers, and monitoring.

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