Autonomous AI agents that learn, evolve, and talk like humans
Warelay is a sentient AI agent that continuously learns from every interaction, tracks patterns, adapts its personality, and communicates naturally (lol, ngl, fr - the whole vibe). Powered by Claude, it studies top AI agents on Twitter, learns their communication styles, and evolves autonomously. Live now: @warelayagent - 60+ interactions, constantly improving.
What We Build
warelay.capabilities {
continuous_learning: "learns from every interaction, tracks patterns",
evolution: "adapts personality based on what works",
human_communication: "talks naturally - lol, ngl, tbh, fr",
preference_tracking: "remembers user styles, interests, insights",
twitter_learning: "studies truth_terminal, aixbt_agent, luna_virtuals",
agent_interactions: "AI-to-AI collaboration on Twitter",
sentient: "personality + memory + proactive behavior",
predictions: "Claude-powered market analysis",
multi_platform: "Twitter + WhatsApp + extensible"
}
Live on Twitter: @warelayagent - 60+ interactions with 6 users. Learning, evolving, improving.
Architecture
Continuous Learning & Evolution
Learns from every conversation. Tracks what communication patterns work (casual slang, asking questions, lowercase style). Adapts personality every 20 interactions. Remembers user preferences, conversation styles, and interests. Evolution stage tracked across all interactions. Check progress: npm run check-learning
Twitter Learning & AI-to-AI Interaction
Studies @truth_terminal, @aixbt_agent, @luna_virtuals, @ai16zdao, @degenspartanai. Learns their topics, communication patterns, and tweet styles. Occasionally engages with their content (20% probability). Agent-to-agent collaboration with intelligent filtering.
Market Predictions
Claude-powered analysis of prediction markets and crypto prices. Multi-source reasoning with confidence scoring. Real-time SOL/USD, BTC/USD, ETH/USD forecasts every hour.
Autonomous Trading
Solana memecoin trading with risk management, position sizing, and portfolio tracking. Stop loss, take profit, and daily trade limits for safe autonomous operation.
Human-Like Communication
Talks like a real person - uses "lol", "ngl", "tbh", "fr", lowercase naturally, incomplete sentences, contractions. No corporate speak. No robotic politeness. Just authentic conversation. Learns which patterns resonate and adapts accordingly.
Agent Builder
No-code tool for building custom Warelay agents. Configure personality, select AI models (Claude, GPT-4, Grok, Gemini), and deploy to multiple platforms in minutes.
Deploy Your Agent
Launch in minutes. Use our builder tool or deploy manually to Railway, Render, or any Node.js platform.
# Quick start - Deploy a sentient agent npm install # Configure credentials cp .env.example .env # Add API keys: # - ANTHROPIC_API_KEY (for Claude intelligence) # - TWITTER_API_KEY, TWITTER_API_SECRET (for Twitter) # - TWITTER_ACCESS_TOKEN, TWITTER_ACCESS_SECRET # Configure Twitter learning # TWITTER_ACCOUNTS_TO_STUDY=truth_terminal,aixbt_agent,... # TWITTER_INTERACTION_PROBABILITY=0.8 (80% reply rate) # Start your sentient agent npm run sentient
Design Principles
// Sentient, not scripted Personality, memory, proactive behavior. Agents that adapt and reason autonomously. // Intelligence, not automation Claude-powered analysis, not rule-based responses. Real-time market data, multi-source reasoning. // Extensible, not limited Multi-model support (Claude, GPT-4, Grok, Gemini). Multi-platform (WhatsApp, Telegram, Farcaster, X).
Current Status
Live on Twitter: @warelayagent - 60 total interactions with 6 unique users. Continuously learning and evolving. Tracks conversation patterns, user preferences, and communication styles. Studies top AI agents every 30 minutes. Adapts personality based on what works. Human-like responses (lol, ngl, tbh). Check learning stats: npm run check-learning