Hedera Agent Lab Tutorial: Fund-Managing AI

Artificial intelligence has moved far beyond simple chatbots. It now manages real money. Hedera has introduced a framework that gives autonomous systems their own accounts to hold, spend, and settle funds around the clock. 

The Hedera AI Agent Kit and Agent Lab provide developers with tools to build these agents safely. This tutorial explains how the system works, how to build an agent step by step, and how it compares to other AI trading tools.

Key Takeaways

• Hedera gives AI agents their own accounts to manage funds.
• Users set spending limits and approved recipient lists.
• Agent Lab offers a no code builder and a code editor.

Architecture Overview: Hedera Agent Kit & Agentic Payments Infrastructure

The Hedera AI Agent Kit is a development framework for building autonomous agents. It connects AI logic with on-chain execution. The system rests on three pillars.

Hedera Ledger Essentials

Hedera is a public, proof of stake distributed ledger. It uses hashgraph consensus. It is not a blockchain. The native currency is HBAR. All network operations and machine to machine crypto payments use HBAR. Transaction fees are extremely low, often less than one cent.

Agent Accounts & AI Agent Wallets Crypto

Agent Accounts are the core innovation. They let autonomous systems hold and spend money. Users can set spending limits and restrict approved recipients. This creates a controlled environment for autonomous AI payments. 

The agent operates within boundaries set by the user. The wallet is non custodial. Spend rules are governed by smart contracts that only the user can configure.

Developer SDK Specifications

The open source AI agent SDK supports JavaScript and Java. For JavaScript, import from @hiero ledger/sdk. For Java, use com.hedera.hashgraph:sdk. Developers can create EVM oriented accounts with ECDSA keys and set the EVM address from the public key at creation.

Read also: AI Trading vs Algorithmic Trading: What’s the Difference?

Step-by-Step Hedera Agent Lab Tutorial

Agent Lab is an interactive environment inside the Hedera Developer Portal. It follows a three step workflow: Build, Code, Run.

Step 1: Build — The Agent Builder Wizard

The Agent Builder is a no code wizard. It walks you through three choices. First, select the Agent Type. Second, choose the Framework. Third, pick the Agent Mode. 

You can choose Autonomous Mode or Human in the Loop Mode. In Human in the Loop mode, users must sign every transaction before execution.

Step 2: Code — Monaco Code Editor & Modes

The code editor uses the Monaco engine, the same one that powers VS Code. It has three panels. The left sidebar toggles plugins and frameworks. The center panel shows the generated TypeScript code. The right panel holds an AI coding assistant, available in Advanced Mode.

There are two editing modes. Block Mode is for visual configuration. Changes to the sidebar regenerate the code automatically. Advanced Mode enables direct code editing. The AI assistant helps extend the agent with custom logic.

Step 3: Run — Agent Chat & Transaction Execution

The Run view is a chat interface. It executes your agent code against Hedera testnet in real time. You can type natural language requests. Examples include creating a new account, checking a balance, or sending HBAR.

If your agent uses Human in the Loop mode, a Transaction Approval modal appears. It shows the transaction ID, type, and maximum fee. You can sign and execute or reject it.

Step 4: Export & Local Deployment

When you finish prototyping, download your agent code. The download gives you a zip file with code and dependencies. Run npm install and npm start to test locally. The README file provides detailed instructions, including guidance for mainnet deployment.

Comparative Analysis: Hedera Autonomous Agents vs. Bitrue AI Trading Copilot

Both Hedera and Bitrue offer AI driven tools, but they serve different purposes.

Autonomous Execution vs. Explainable Copilot

Hedera Agent Lab focuses on autonomous execution. Agents hold their own accounts and execute transactions based on user defined rules. It is programmatic on-chain execution with native account control.

Bitrue AI is an explainable trading copilot. It analyzes market conditions and presents structured strategies. It explains the reasoning behind each recommendation. Users review the logic before executing. It includes risk controls like take profit and stop loss.

Synergy in AI Crypto Infrastructure

These tools can complement each other. Hedera provides the execution layer for agentic payments infrastructure. Bitrue provides the analytical layer for market decisions. Together, they point toward a future where AI handles both analysis and execution in a transparent way.

You can start using Bitrue AI right away via the link below. Explore Bitrue AI exclusively on Bitrue!

Read also: AI Crypto Trading Signals: How They Work, Accuracy & Risks

Conclusion

Hedera Agent Lab makes it easier to build fund managing AI. The platform offers a no code wizard and a powerful code editor. Agent Accounts give autonomous systems the ability to transact safely. Users retain control through spending limits and allowlists. 

As AI continues to integrate with crypto, tools like these will become essential for developers and enterprises alike.

Read also: 11 Best Free AI Trading Bots in 2026—Easy to Use for Beginners

FAQ

What is the Hedera AI Agent Kit?

It is an open source SDK for building AI agents that can hold and spend funds on the Hedera network.

How do AI agent wallets work?

Agent Accounts let autonomous systems hold, spend, and settle money within user defined limits and recipient allowlists.

What is Agent Lab?

It is an interactive development environment in the Hedera Developer Portal for building and testing AI agents.

Can I set spending limits for my agent?

Yes. You can set daily limits, per transaction caps, and approved recipient lists.

What is the difference between Autonomous Mode and Human in the Loop?

In Autonomous Mode, the agent executes transactions automatically. In Human in the Loop mode, users must sign every transaction.

Disclaimer: The views expressed belong exclusively to the author and do not reflect the views of this platform. This platform and its affiliates disclaim any responsibility for the accuracy or suitability of the information provided. It is for informational purposes only and not intended as financial or investment advice.