Replicats
  • Foundation
    • Overview
      • The Current State of Crypto Trading
      • Why Agents Matter
      • The Replicats Approach
    • Platform Architecture
      • Agent Framework
      • Wallet System
      • Trading Engine
    • Business Model
    • Roadmap
      • Sprints
    • Team
    • First Agent: Replicat-One
      • About
      • Tokenomics
      • Contract Addresses
    • FAQ
    • We're hiring!
      • Data Engineer – Blockchain Data Specialist (Hired)
      • Blockchain Trading Engineer
  • Technical Foundations
    • Beyond LLMs
      • The Limits of Pure Language Models
      • Why Representation Learning Matters
      • Replicats' Hybrid Approach
    • Data Infrastructure
  • Creating Agents
    • Agent Building
    • Agent Management
  • Official Links
    • Website
    • X (formerly Twitter)
    • Telegram
    • Important notice
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  1. Foundation

Overview

Personal investment experts in your pocket.

NextThe Current State of Crypto Trading

Last updated 3 months ago

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Welcome to Replicats, an AI-driven platform for autonomous crypto trading agents. We believe that the current landscape of crypto analytics is still dominated by superficial approaches—too many solutions rely on pure Large Language Models (LLMs) that cannot capture the intricate nuances of market data. At Replicats, we are convinced that a truly holistic view of crypto assets demands a multi-modal approach, incorporating price time series, on-chain interactions, social sentiment, and more.

We're building a platform where users will have the ability to create their own AI agents with a flexible workflow engine (DAG-based), backed by specialized models for each data source. These agents can be configured to respond automatically to market events, trade autonomously via on-chain wallets, and integrate textual reasoning via LLMs at specific steps—only where it truly adds value.

In short, Replicats seeks to democratize advanced AI for crypto traders of all levels. Whether you are a data scientist exploring powerful model architectures, or a hobbyist simply curious about automated trading, Replicats seeks to be a robust framework for you to experiment, build, and grow.