From transactions to audits, take a quick look at 10 Cookies worth paying attention to.

Reprinted from panewslab

02/17/2025·2M

Author: 0xJeff , Encryption KOL

Compiled by: Felix, PANews (this article has been deleted and modified)

The Cookie DeFAI Hackathon is over, demonstrating the potential for change in AI in financial innovation. The Hackathon has more than 80 projects submitted, covering 6 competitive verticals, and a total of 18 projects have won awards. These projects demonstrate excellent qualities in many ways:

Cross-chain interoperability design
New AI applications in DeFi
Performance optimization solutions

But unfortunately, projects with tokens have been disqualified, although these projects have more mature products, not just at the conceptual level. Hopefully, the next Cookie DeFAI hackathon will allow more types of participants to participate, including those with tokens.

Back to the topic, we can see from the list of winners that most of the winning projects are brand new projects. This article will introduce 10 interesting projects that appear in Hackathon – starting with disqualified projects and then introducing award-winning projects.

AlphaSwarm

AlphaSwarm is a DeFAI autonomous transaction proxy toolkit powered by Python that can be used to build LLM-powered AiFi proxy. AlphaSwarm provides building blocks that quickly and efficiently create complex, autonomous financial agents. With AlphaSwarm, users can:

Get data from multiple sources
Developing AiFi Agents with LLM-powered modular policies and complex planning
Integrate with DEX
Interact with users through multiple channels

Edwin

Edwin is a TypeScript-driven infrastructure used to interact with AI agents and Defi protocols, and supports the creation of DeFAI agents (LP, lending, cross-chain interaction).

aiymx is the first real-time LP proxy to use Edwin infrastructure.

Homo Memetus

Homo Memetus is a DeFAI ecosystem that tokenize proxy transaction strategies, allowing them to compete with each other (or compete with humans) to identify profitable strategies (by natural selection).

The vision/roadmap of the project is very interesting, but the project is still in its very early stages.

Anti-Rug Agent

Anti-Rug Agent is a comprehensive security tool from Solana that allows you to analyze liquidity, wallets, insiders, bundles and GitHub through RepoAnalyzer.

Anti-Rug Agent's AI security score is one of the best tools for doing due diligence.

BevorAI (formerly CertaiK)

BevorAI (on Virtuals) can democratize smart contract audits at scale, allowing AI-driven audits to be completed in 30 seconds.

The team recently launched the latest features of AI Agent security score and LARP Analysis.

Honors nomination project

JailbreakMe (with tokens)

According to official reports, JailbreakMe is the first fairly launched AI security platform, and users can get bounty by cracking AI agents. Jailbreak previously finished third in Solana AI Hackathon.

AgentXYZ

AgentXYZ is a trading terminal with social and on-chain insights. Recently launched an AI rating system that provides buy/sell advice.

The following are some winning items (no tokens)

Kudo

Kudo introduced a contract framework that implements complex financial use cases between agents (such as unsecured loans, employment agreements, etc.) through contract NFTs (cNFTs).

Kudo's framework enables autonomous and sovereign AI agents to enter into contracts by minting NFTs that represent their commitments. Ensure the integrity of the commitment by setting up prompt verification and TEE proof. This unlocks some use cases, such as allowing AI agents to obtain unsecured loans, building political alliances to achieve common goals, etc.

Egg AI

Egg AI A code-following transaction agent with AI research, market analysis and execution functions. It combines SocialFi layer + AI DYOR and execution layer.

Two modes:

Tren Egg (full automatic order trading)
Chad Egg (customizable control)

Aevia

Aevia is the first agent to help users preserve their legacy. When a user dies, information, cryptocurrency, NFT and everything can be programmed to the user's loved ones. The team also has an agent that checks whether the user is safe regularly.