Exploring the DeFi Llama usecase(ui_ui)

We chose defillama because its open and free!(ui_ui)

Real-world examples of how the Forge transforms complex APIs into intelligent agents that anyone can use.

The best way to understand what the Forge can do is to see it in action. Here's how it works with one of our most compelling integrations.

DeFi Llama: From Data Explorer to Intelligent Advisor

DeFi Llama is an incredible resource for decentralized finance data, but using it effectively requires deep knowledge of DeFi protocols, yield farming strategies, and risk assessment. Their API provides access to massive amounts of data about yields, TVL, protocol information, and market conditions, but making sense of all that data requires expertise that most users don't have.

Before the Forge, using DeFi Llama's data meant either navigating their web interface (which is powerful but complex) or integrating with their API directly (which requires technical knowledge and understanding of DeFi concepts). Most users could see the data but couldn't easily answer questions like "What's the safest way to earn 8% yield on Ethereum?" or "Which protocols have the best risk-adjusted returns for stablecoins?"

After Forge integration, DeFi Llama becomes an intelligent advisor that can answer these complex questions directly. Users can ask "What's the highest yield I can get with $10,000 in stablecoins on Ethereum mainnet?" and get comprehensive analysis that includes yield opportunities, risk assessments, protocol comparisons, and specific recommendations.

The agent doesn't just return raw yield data - it understands concepts like impermanent loss, smart contract risk, protocol maturity, and liquidity depth. It can compare different strategies, explain the tradeoffs, and even generate custom visualizations that show yield trends, risk profiles, and optimal allocation strategies.

What Makes This Different

Traditional DeFi tools either show you raw data or force you to use predetermined interfaces designed by the protocol team. The Forge-powered DeFi Llama agent adapts to each user's specific situation and knowledge level.

A DeFi novice can ask simple questions like "How do I earn yield on my USDC safely?" and get beginner-friendly explanations with conservative recommendations. An experienced yield farmer can ask complex questions like "Show me IL-protected strategies with >15% APY that have maintained yields for 3+ months" and get sophisticated analysis that considers advanced risk factors.

The same API powers both use cases, but the agent adapts its responses based on the complexity of the question and the sophistication of the user. This is only possible because Atlas understands the domain semantically, not just syntactically.

Beyond DeFi: Enterprise Applications

The DeFi Llama example illustrates principles that apply to any complex API. Whether you're providing financial data, business intelligence, supply chain information, or any other domain-specific service, the Forge can transform technical APIs into intelligent advisors.

Imagine a Salesforce integration where users can ask "Which leads are most likely to convert this month and why?" instead of building complex reports. Or an AWS integration where DevOps teams can ask "What's causing our increased costs this week?" and get actionable insights instead of raw billing data.

The pattern is always the same: take an API that requires domain expertise to use effectively, and turn it into an intelligent agent that can provide expert-level analysis to anyone who asks the right questions.