The problem DefiBuddies solves

🚀 DefiBuddies

Your on-chain co-pilot for social crypto research and delegated DeFi investing

DefiBuddies is an AI-powered agent that converts social crypto signals into structured research and enables aspiring fund managers to allocate capital on behalf of friends while building a transparent, verifiable on-chain track record.

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📌 The Core Problem

Crypto is driven by information velocity.

Signals emerge on:

• Twitter / X
• News articles
• Community threads
• Online ecosystems

But this information is:

• Fragmented
• Emotional
• Unstructured

Investors struggle to distinguish durable signals from temporary hype.

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👤 For Passive Investors

Many people want exposure to crypto and DeFi but:

• ❌ Do not want to manage wallets
• ❌ Do not understand liquidity pools
• ❌ Do not monitor yield changes daily
• ❌ Prefer to rely on someone they trust

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🧠 For Crypto-Native Researchers

Many individuals:

• ✅ Research tokens daily
• ✅ Follow influencers and founders
• ✅ Understand DeFi mechanics
• ✅ Aspire to become professional fund managers

But they lack:

• ❌ Structured research tools
• ❌ Portfolio management infrastructure
• ❌ Transparent performance tracking
• ❌ A credible, verifiable track record

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⚠️ The Result

Informal investing without:

• Structure
• Scalability
• Measurable performance history

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💡 The Solution: DefiBuddies

DefiBuddies creates infrastructure for amateur crypto fund managers.

It combines:

• Structured social research
• Human-driven portfolio allocation
• DeFi execution monitoring
• Performance tracking

All into a single, unified workflow.

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🧩 System Architecture

🔍 Layer 1: Social Research Agent

DefiBuddies analyzes selected public figures and crypto accounts chosen by the aspiring manager.

📡 Data Sources

• Twitter / X
• Google News & web ecosystem

🧠 Extracted Insights

• Tokens most frequently mentioned
• Frequency & acceleration of mentions
• Context & trend direction

The system transforms unstructured conversation into quantified social momentum.

⚠️ This layer does not execute trades. It produces structured intelligence only.

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👤 Layer 2: Human-in-the-Loop Portfolio Allocation

This is the core of the system.

The aspiring fund manager:

• Reviews structured social insights
• Performs independent analysis
• Selects tokens
• Determines allocation percentages
• Defines rebalancing strategy

DefiBuddies does not decide capital distribution.
It supports research, monitoring, and tracking.

🤝 For Friends & Delegators

Participants can:

• Select a risk profile
• Delegate execution
• Maintain full transparency

Every allocation, rebalance, and performance metric is recorded on-chain.

📈 Over Time, Managers Build:

• Documented allocation history
• Risk-adjusted return data
• Transparent, verifiable performance track record

This transforms informal investing into measurable asset management.

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💰 Layer 3: DeFi Yield & Pool Research

After token selection, capital deployment must be optimized.

DefiBuddies monitors liquidity pools and lending protocols such as:

• Uniswap
• Morpho

📊 The Agent Tracks:

• APY fluctuations
• Yield changes
• Incentive shifts
• Relative performance

Daily updates and alerts inform decisions about:

• Where to allocate liquidity
• When to rotate capital
• When to exit positions

Execution decisions always remain human.

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🎯 Investment Profiles

DefiBuddies supports portfolio construction across predefined risk profiles:

🟢 Conservative

• Stablecoins
• Lower-volatility yield pools

🟡 Balanced

• Blue-chip tokens
• Diversified DeFi strategies

🔴 Aggressive

• Emerging tokens
• Higher-yield opportunities

Managers allocate within each profile, building differentiated strategies and performance histories.

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🏗 Architecture Overview

The system includes:

• 🤖 AI layer for NLP & social signal quantification
• 🌐 Data ingestion layer (Twitter + web)
• 👤 Human decision layer for allocation
• 💧 DeFi monitoring layer (pools & yields)
• 📈 Performance tracking layer (on-chain record building)

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🚫 What This Is Not

DefiBuddies is not an automated trading bot.

It is a structured research and portfolio management framework with:

• Human accountability
• Transparent decision-making
• Verifiable on-chain history

🔓 DefiBuddies Enables

• 🤝 Delegated investing within trusted networks
• 📊 Structured social alpha extraction
• 📈 Transparent performance measurement
• 🏆 Track record creation for the next generation of fund managers

Challenges we ran into

The AI chatbot behaved like a black box and didn't give enough transparency to the user. It was a challenge to find a useful, simple, and intuitive place for the AI.

We settled on using the chatbot for pool discovery and portfolio rebalancing because these tasks are relatively simple, transparent, and time-consuming.

Use of AI tools and agents

The AI chatbot rebalances the portfolio and suggests assets to the user to discover better investment opportunities.

A second agent manages DEFI Trading: suggestions, historical metrics, investing chats, etc. It gives you everything you need to make informed investments. For ease of use and speed, this was created using the Base L2.

When going from the main DefiBuddies page to the advanced Defi AI and reporting engine, all the details of your portfolio are dynamically copied to your clipboard. This simplifies flow and facilitates agent-to-agent connection,