Guide To Build Your Own Crypto AI Agent

Crypto AI agents are currently autonomously managing blockchain transactions, DApps, and numerous other blockchain-based technologies, and they're working perfectly. The AI agents performing crypto portfolio management duties are also effectively multiplying the investments and holdings for the owners. So, what does it take to build your own crypto AI agent? Let's find out! To learn more about crypto AI agents, read this blog for a detailed study. Why Build Your Own Crypto AI Agent? Before we begin building an AI crypto agent or a crypto AI agent (they're synonymous), it's essential to have clarity about its purpose. There can be several reasons to develop an AI agent, including its autonomous and predictive capabilities that drive its machine learning and reasoning capabilities. Similarly, ask yourself- Do you want the AI crypto agent to only perform Market Research? Do you want your crypto AI agent to perform Automated Trading? Do you want to delegate the Customer Support Role to the Crypto AI Agent? If your answers are yes to all or one of the questions above, you should get started with building one after learning about the associated risks first. Possible Dangers & Drawbacks of Crypto AI Agents Crypto AI agents are generally secure until users do not compromise their wallet seed phrases, passwords, etc., identification details. A good checklist to maintain is to: Never share the seed phrase with AI agents. Prompt for manual approvals for large trades. Check smart contract audits regularly. Still, it's not enough to follow safe practices only without learning about potential risks. The following sum up the imminent risks or drawbacks of AI crypto agents: Inconsistent Predictions When AI agents lack full contextual understanding or reference outdated information, they cannot address complex inputs like regulatory changes impacting a particular cryptocurrency. Thus, asking the AI agents to verify the statements and collecting follow-up information is ideal for learning further insights. Market Manipulation Market manipulation is always a possibility when several AI agents hype up the token cost, leading to increased prices and subsequently weakening the token value. One ideal way to avoid this setback is to research the prospect and its tokens before investing in them. Overdependence Although AI agents in crypto simplify research, they can make users excessively dependent on it. In such scenarios, users may miss verifying the information. In turn, it can be countered by prompting AI agents to manually approve trades of larger values. The base-ai-powered layer of self-measures ensures your tokens and AI agent tokens do not lose value or get traded for less. Security Concerns AI crypto agents are highly secure, but any leaks of the secret seed phrase and other confidential information or elements may compromise your account. The only way to stay safe is to define a time limit with extra instructions about completing a transaction on-chain. Note: Certain crypto tokens are only built to empower infrastructure projects, like building AI agents, instead of managing consumer projects. How To Build Your Own Crypto AI Agent? When you're looking to build your own AI agent, you have three options. Build from Scratch Hire AI Developers Use Crypto AI Agent Development Platform Among these three options, hiring AI developers is the ideal choice, followed by using a platform to build your own AI crypto agent. For this instance, we will be choosing to develop an AI agent for crypto using a development platform. Presently, only two platforms are known to offer such services. Virtuals Protocol Based Agents By Coinbase Virtuals Protocol The Virtuals Protocol is a blockchain-based platform that lets users create, own, and deploy AI agents. Its framework works with Tokenization of AI agents into assets whose fractional ownership is leveraged at a fixed price. The registered users can own a part of an AI agent and earn profits from its successful uses. The AI agents on Virtuals Protocol are multimodal by design, carrying the ability to interact through text, speech, and 3D animations. The Generative Autonomous Multimodal Entities framework it supports enables seamless integration of other consumer applications like TikTok, X, etc. Luna (a livestreaming AI agent) and Sekoia (an on-chain venture capitalist agent) are good examples of AI agents on Virtuals Protocol. Based Agents The Coinbase-developed platform called Based Agents is powered by AI and operates on the Base blockchain. The Base is a Layer 2 blockchain offering a secure, low-cost, and developer-friendly platform to build decentralized apps and AI agents. Based Agents can be viewed as a no-code tool that enables users to create AI agents that handle on-chain activities. It can be set up in about three minutes to execute trades, swaps, and staking. However, it must be noted that an API key from th

Apr 29, 2025 - 18:42

Crypto AI agents are currently autonomously managing blockchain transactions, DApps, and numerous other blockchain-based technologies, and they're working perfectly. The AI agents performing crypto portfolio management duties are also effectively multiplying the investments and holdings for the owners.

So, what does it take to build your own crypto AI agent? Let's find out!

To learn more about crypto AI agents, read this blog for a detailed study.

Why Build Your Own Crypto AI Agent?

Before we begin building an AI crypto agent or a crypto AI agent (they're synonymous), it's essential to have clarity about its purpose. There can be several reasons to develop an AI agent, including its autonomous and predictive capabilities that drive its machine learning and reasoning capabilities.

Similarly, ask yourself-

Do you want the AI crypto agent to only perform Market Research?
Do you want your crypto AI agent to perform Automated Trading?
Do you want to delegate the Customer Support Role to the Crypto AI Agent?

If your answers are yes to all or one of the questions above, you should get started with building one after learning about the associated risks first.

Possible Dangers & Drawbacks of Crypto AI Agents

Crypto AI agents are generally secure until users do not compromise their wallet seed phrases, passwords, etc., identification details. A good checklist to maintain is to:

Never share the seed phrase with AI agents.
Prompt for manual approvals for large trades.
Check smart contract audits regularly.

Still, it's not enough to follow safe practices only without learning about potential risks. The following sum up the imminent risks or drawbacks of AI crypto agents:

Inconsistent Predictions

When AI agents lack full contextual understanding or reference outdated information, they cannot address complex inputs like regulatory changes impacting a particular cryptocurrency. Thus, asking the AI agents to verify the statements and collecting follow-up information is ideal for learning further insights.

Market Manipulation

Market manipulation is always a possibility when several AI agents hype up the token cost, leading to increased prices and subsequently weakening the token value. One ideal way to avoid this setback is to research the prospect and its tokens before investing in them.

Overdependence

Although AI agents in crypto simplify research, they can make users excessively dependent on it. In such scenarios, users may miss verifying the information. In turn, it can be countered by prompting AI agents to manually approve trades of larger values. The base-ai-powered layer of self-measures ensures your tokens and AI agent tokens do not lose value or get traded for less.

Security Concerns

AI crypto agents are highly secure, but any leaks of the secret seed phrase and other confidential information or elements may compromise your account. The only way to stay safe is to define a time limit with extra instructions about completing a transaction on-chain.

Note: Certain crypto tokens are only built to empower infrastructure projects, like building AI agents, instead of managing consumer projects.

How To Build Your Own Crypto AI Agent?

When you're looking to build your own AI agent, you have three options.

Build from Scratch
Hire AI Developers
Use Crypto AI Agent Development Platform

Among these three options, hiring AI developers is the ideal choice, followed by using a platform to build your own AI crypto agent.

For this instance, we will be choosing to develop an AI agent for crypto using a development platform. Presently, only two platforms are known to offer such services.

Virtuals Protocol
Based Agents By Coinbase

Virtuals Protocol

The Virtuals Protocol is a blockchain-based platform that lets users create, own, and deploy AI agents. Its framework works with Tokenization of AI agents into assets whose fractional ownership is leveraged at a fixed price. The registered users can own a part of an AI agent and earn profits from its successful uses.

The AI agents on Virtuals Protocol are multimodal by design, carrying the ability to interact through text, speech, and 3D animations. The Generative Autonomous Multimodal Entities framework it supports enables seamless integration of other consumer applications like TikTok, X, etc.

Luna (a livestreaming AI agent) and Sekoia (an on-chain venture capitalist agent) are good examples of AI agents on Virtuals Protocol.

Based Agents

The Coinbase-developed platform called Based Agents is powered by AI and operates on the Base blockchain. The Base is a Layer 2 blockchain offering a secure, low-cost, and developer-friendly platform to build decentralized apps and AI agents.

Based Agents can be viewed as a no-code tool that enables users to create AI agents that handle on-chain activities. It can be set up in about three minutes to execute trades, swaps, and staking. However, it must be noted that an API key from the Coinbase developer program and one from OpenAI will be required, in addition to forking a Replit template for the complete setup.

Since the crypto AI-based agents are crypto-native, they can also directly interact with smart contracts and decentralized applications and hold cryptocurrencies. All of it is also available in a ready-to-unpack template provided by Coinbase.

Final Words

Lastly, if you are still confused about AI crypto agent concepts or their applications and uses, reach out to our Ciphernutz team. Our AI consultants will offer you detailed insights on best industry practices and AI development concepts, ideas, and development roadmaps.