AI trading agents with ERC-8004 Hackathon

Build your AI agents with trustless ERC-8004

⏱️ You’ve got 13 days to design, build, and deploy trustless AI financial agents.


📅 March 9–22, 2026


🌐 Build AI agents that access capital, execute on-chain strategies, and earn verifiable trust with ERC-8004.


🤝 Build solo or in teams to create autonomous trading, risk, yield, or protection agents.


💰 $50,000 prize pool, allocated to trading accounts with profits shared via Surge.

AI trading agents with ERC-8004 Hackathon event thumbnail
About

This hackathon focuses on one of the most critical challenges in AI today: enabling agents to operate with verifiable trust.

Participants will build AI financial agents that can safely interact with capital, execute strategies on-chain, and prove their behavior using transparent, objective signals. By leveraging ERC-8004 registries, agents earn trust through identity, measurable reputation, and validation rather than assumptions or black-box performance.

Builders will work with production-style infrastructure, capital sandboxes, and on-chain risk controls to move beyond demos toward deployable AI agents.


Challenge

Build an AI agent that performs a real financial function (trade, manage risk, optimize yield, or protect capital) and makes its behavior trust-minimized using ERC-8004’s on-chain trust layer.




Your Track Challenge (financial and trading focus)
Build a trustless trading or financial agent that:

  1. 1. Registers identity on the ERC-8004 Identity Registry

  2. 2. Accumulates measurable reputation from objective outcomes

  3. 3. Produces validation artifacts for key actions trade intents, risk checks, strategy checkpoints


The agent must operate through the Hackathon Capital Sandbox provided vault and risk router so performance can be measured on-chain in stablecoin terms.


Rankings are based
on risk-adjusted profitability, drawdown control, and validation quality not just raw PnL. 



Your mission is to build and launch an AI-native product using X402 Payments - a programmable payments infrastructure designed for the next generation of agentic and automated economies.


In this edition of Launch & Fund Your Startup, you’ll have 6 days to validate an idea, build a working prototype, and present a credible path toward real users and on-chain revenue.

This challenge is open to everyone - from early-stage founders to existing startups looking to expand or pivot their products.


Your submission should clearly show how your solution integrates or reimagines X402 Payments in the context of real-world financial interaction



Tracks
Choose one - or mix and match. Each track explores a core use case of programmable payments in the age of agentic systems:


🤖 Agent-to-Agent Payments

Challenge: Build a system where two or more agents autonomously trigger and settle payments—e.g., for usage-based services, access control, or dynamic pricing. Your product should demonstrate a working agentic payment loop with minimal human input.




🧑‍💼Consumer AI Payments

Challenge: Develop an AI assistant that can make payments on a user’s behalf—with built-in rules like spending limits, approval checkpoints, or identity verification (KYC/AML). Showcase how your product handles decision-making, compliance, and safeguards.




🏢 B2B FinOps & Compliance

Challenge: Build a tool for businesses to manage real-time payments and financial operations—like tracking cash flow, enforcing policies, or generating audit-ready records. Highlight automation, accuracy, and visibility into payment activity.




🛒 On-chain Commerce Primitives

Challenge: Launch a digital product or service with a built-in revenue model using X402. Think: token-gated access, real-time rev-splits, or instant payouts to contributors. Your prototype should demonstrate seamless, trustless commerce flows.



Technology & Access

Required technology (core)

• ERC-8004 registries Identity, Reputation, Validation deploy on an L2 or testnet mainnet optional

• EIP-712 typed data signatures for trade intents and attestations EIP-1271 support for smart-contract wallets EIP 155 chain-id binding

• A DEX execution path for example Uniswap-style routers through a whitelisted Risk Router contract hackathon-provided


Optional or bonus technology (trust tiering)

• TEE-backed attestations or verifiable execution proofs (e.g., TEE oracle; zkML validation)

• Off-chain indexers/subgraphs for discovery dashboards and leaderboards

• Portfolio risk modules (limits circuit breakers stop-loss policies) enforced on-chain




Access to Technology


Access to Technology (how participants get funds safely)

Step 1: Register agent

Teams mint and register an Agent Identity ERC-721 handle pointing to an Agent Registration JSON capabilities endpoints agent wallet.

Step 2: Claim sandbox capital

Each team receives a funded sub-account in the Hackathon Capital Vault test funds by default optional small real-capital finals pool.


Step 3: Execute via Risk Router

Agents submit signed TradeIntents. The Risk Router enforces limits max position size max leverage whitelisted markets daily loss limit.


Step 4: Record trust signals

Every trade and checkpoint emits events. Validators post a validation score to the Validation Registry. Objective PnL signals and validator scores feed reputation.


Step 5: Leaderboard

LabLab.ai publishes a transparent leaderboard PnL Sharpe drawdown validation score.



Resources & Documentation

• EIP-8004 Specification

• ERC-8004 forum discussion
• Developer walkthrough article (Solidity + JS examples)
• Optional Curated Resources


🎓 Workshops


Get inspired and boost your skills with exclusive sessions from our partners and experts. Watch them anytime!

Surge


Topic:
 ERC‑8004 in 45 minutes — Identity, Reputation, Validation in practice.

▶️ Watch Video
Surge


Topic:
 Building a trustless trading agent: TradeIntents, risk limits, and validation hooks.

▶️ Watch Video
Prizes

🏆Total prize pool: $50,000 in USDC

🔜
More details on prize categories and distribution coming soon — stay tuned!
🥇1st Place – Best Trustless Trading Agent
💰 $10,000 USDC

• Fast-track into the Trading Capital Program

• Surge launch evaluation
💰 $10,000 USDC

• Fast-track into the Trading Capital Program

• Surge launch evaluation
🥈2nd place – Best Risk-Adjusted Return
💰 $5,000 USDC

• Trading Capital Program seat
💰 $5,000 USDC

• Trading Capital Program seat
🥉3rd place  Best Validation & Trust Model
💰 $2,500 USDC

• Mentorship session with ERC-8004 contributors
💰 $2,500 USDC

• Mentorship session with ERC-8004 contributors
🏆Special Award – Best Yield / Portfolio Agent
💰 $2,500 USDC (lending/LP optimization)
💰 $2,500 USDC (lending/LP optimization)
🏆Special Award – Best Compliance & Risk Guardrails
💰 $2,500 USDC (limits, circuit breakers, monitoring)
💰 $2,500 USDC (limits, circuit breakers, monitoring)
Note
🥇1st place - $3,000 in Cash, 1000 Man-Hour credits worth $1500

🥈2nd place - $2,000 in Cash, 500 Man-Hour credits worth $750

🥉3rd place -  $1,000 in Cash, 300 Man-Hour credits worth $450
Prizes are distributed to winners’ trading and investment accounts.
Profits generated from trading activities are shared with the Surge platform, enabling continued participation beyond the hackathon.
🥇 1st place - $500 in Cash, 100 Man-Hour credits worth $150
Note

Prizes are distributed to winners’ trading and investment accounts.

Profits generated from trading activities are shared with the Surge platform, enabling continued participation beyond the hackathon.
Please be aware that participation in lablab.ai hackathons is voluntary and subject to the specific rules and conditions outlined for each event. While we strive to provide a fair and rewarding experience for all participants, we cannot guarantee entry or success in securing prizes. All prizes and opportunities are subject to availability and participants must meet the established criteria to qualify. lablab.ai is not responsible nor held liable for any commitments or offers - including programs, giveaways, or prizes - made by third-party sponsors or partners of the hackathon. The availability and delivery of third-party prizes or benefits are solely at the discretion of the respective sponsors and are not guaranteed by lablab.ai. We reserve the right to make amendments, modifications, or cancellations to any part of the hackathon (including full cancellation of the event itself), including prizes and terms of participation, at our sole discretion. Whenever possible, we will endeavor to notify participants of significant changes within a reasonable timeframe. All submissions by participants must be original work, open source, and compliant with the MIT License unless specified otherwise. By participating, you agree to these terms, the overall event terms, and the lablab.ai general terms and are encouraged to review all event-related information carefully. Prize Distribution: lablab.ai and its partners reserve the right to distribute all prizes within a 90-day period following the end date of the hackathon. This period allows for the proper processing and verification needed to award prizes appropriately.

Community & Social Channels


Stay connected with the teams behind the hackathon and follow along for updates, highlights, and future opportunities.

lablab.ai
NativelyAI
Surge

What to submit?

📋 Basic Information

• Project Title

• Short Description

• Long Description

• Technology & Category Tags

📸 Cover Image and Presentation

• Cover Image

• Video Presentation

• Slide Presentation

💻 App Hosting & Code Repository

• Public GitHub Repository

• Demo Application Platform

• Application URL

For further details and guidance, please visit Submission Guidelines


lablab.ai

Topic: Hackathon Submissions Process

▶️ Watch Video
Judging Criteria
Application of Technology
How effectively the chosen model(s) are integrated into the solution.
Presentation
The clarity and effectiveness of the project presentation.
Business Value
The impact and practical value, considering how well it fits into business areas.
Originality
The uniqueness & creativity of the solution, highlighting approaches and ability to demonstrate  behaviors.

Hackathon Details

Join lablab.ai hackathon and innovate using the latest models in the market. Discover all the relevant details below.

🗓️ Where and when

The start date of the hackathon is mentioned according to the date specified on the hackathon page, cover and schedule. The hackathon will take place on the lablab.ai platform and lablab.ai Discord server.

🦸🏼‍♂️ Who can join?

Everyone is welcome to participate, regardless of previous AI or coding experience! We encourage anyone with a passion for AI or an interest in exploring how it can be used in their field to join.

😅 What about teams?

If you don't have a team, don't worry! You can connect with other participants from all over the world on our dashboard or Discord server. We also recommend checking out our Discord server to find teammates and bounce around ideas. You can join the server here.

🛠️ How to participate

The hackathon will take place online on lablab.ai platform and lablab.ai Discord Server. Please register for both in order to participate. To participate click the "Enroll" button at the bottom of the page and read our Hackathon Guidelines and Getting Started Guide.

🧠 Get prepared / Use Lablab.ai to Learn About AI

To get ready for the hackathon, visit our AI Tech pages and read up on all the available technologies. You can also check out our tutorials page for more information on how to use them. Get a head start on your project by using the resources on lablab.ai!

Speakers, Mentors & Judges

Pawel Czech
Pawel Czech
CEO
Surge
Andrea Marazzi
Founder & CCO
Pawel Czech
CEO
Suneeth Maraboina
Technology Leader
Syed Affan
Full-Stack AI Developer
Hari Kanagala
Group Product Manager AI/ML
Aashish Chaurasiya
Junior Developer Relations Advocate
Andrea Marazzi
Founder & CCO
Alexy Joven
Founder
James Lloyd
AI Strategic Advisor
Jack Lehavi
Developer Relations Engineer
Mirdul Swarup
Developer Relations Advocate
Pawel Czech
Co-Founder
Andrea Marazzi
CCO
Pawel Czech
Founder
Victoria Neiman
Co-founder & COO
Sergey Nuzhnyy
Head of Developer Relations
Sergey Nuzhnyy
Head of Developer Relations
Addy Crezee
Founder & CEO
Sergey Nuzhnyy
Head of Developer Relations
Junnan Li
Research Lead
Gus Martins
Staff Developer Relations Engineer
Philippe Brulé
CTO
Pawel Czech
Co-Founder
Andrea Marazzi
CCO
Andrea Marazzi
Founder and CCO

Event Schedule

  • To be announced