In-depth Analysis of Recently Popular Projects in the Base Ecosystem

Recently, with the surge in Circle's stock price after its listing, the enthusiasm for the stablecoin concept in the US stock market continues to rise. As the public chain Base, which has a deep partnership with Circle, naturally attracts attention, several remarkable projects have emerged within its ecosystem. This article will conduct an in-depth analysis of several standout projects in the Base ecosystem that have performed well recently.

Payment Finance and Stablecoin Track

KEETA Network

KEETA Network is a high-performance blockchain project focused on global payments and asset transfers. Its core goal is to become the "common foundation for all asset transfers," supporting not only cross-chain transactions but also emphasizing seamless integration with traditional financial systems.

The original intention of KEETA's design is to address the pain points of traditional payment systems, such as high fees, slow settlement speeds, and insufficient compliance support. The project adopts a unique architectural design that separates nodes from hardware to achieve stable performance under high loads. At the same time, it eliminates the mempool mechanism of traditional blockchains, directly processing transactions, significantly improving transaction speed and reducing costs.

In terms of compliance, KEETA has built-in compliance agreements suitable for regulatory bodies such as central banks and banks. Its Anchor feature supports integration with traditional payment systems like SWIFT and ACH, enabling seamless conversion between fiat currency and digital assets. Additionally, KEETA has established a selectively disclosed digital identity system and supports the deployment of private sub-networks to meet privacy requirements in specific scenarios.

KEETA is supported by a strong team and has raised $17 million in funding from top investors, including former Google executives. The project focuses on solving blockchain privacy and compliance issues and has identified international payments as a major direction for future development, aligning closely with the current mainstream trends of the "stablecoin market."

Mamo

Mamo is an AI agent developed by Moonwell, whose core function is to provide users with automated yield optimization services for USDC. When users deposit USDC into Mamo, the system automatically allocates the funds to USDC-related vaults in Moonwell and Morpho, selecting the higher-yielding protocols for operation. The rewards obtained (such as WELL and MORPHO tokens) are automatically converted into USDC, with a total annualized yield of approximately 8% currently offered.

The advantage of Mamo lies in its "no threshold" characteristic, allowing users to participate without needing specialized knowledge. The founder of the Base ecosystem has also publicly recommended Mamo as one of the most practical AI agents currently available. In addition, Mamo has achieved interoperability with other AI agents such as Axelrod, further expanding its influence in the Base ecosystem AI agent network.

Giza

Giza is an infrastructure project that supports non-custodial algorithmic agents to autonomously execute DeFi strategies. Similar to Mamo, Giza also focuses on the automated yield optimization of USDC, but is more advanced in terms of technical implementation.

Giza has recently integrated Eigenlayer AVS, introducing more advanced machine learning models and a dynamic risk assessment system driven by real-time market data. The project's self-developed open-source zkML framework will be used in future verifiable AI application scenarios. In terms of security, Giza employs a smart account combined with a session key mechanism to ensure non-custodial operations while allowing users to customize the permission boundaries and time range for agent operations.

Currently, the Giza agent has generated over $70 million in trading volume across multiple protocols such as Morpho, Aave, Fluid, and Compound. The annualized yield of its first stablecoin yield Agent ARMA's static strategy has surpassed 80%. As its scale gradually expands, Giza has also attracted the attention of professional investment firm Re7 Capital, which has commissioned Giza to provide optimized yield strategies for stablecoins and ETH.

Attention Economy Track

Noice

Noice is a social micropayment application built on the Farcaster ecosystem, focusing on achieving on-chain instant micro-tipping through social interactions such as likes, retweets, and comments. It simplifies the Web3 tipping process, providing a truly seamless experience.

Currently, Noice processes over 10,000 transactions daily, with a cumulative total of more than 730,000 "Tips", making it the most interacted application on Farcaster. The project has received support from Base officials and several well-known industry figures, gaining significant attention in the community.

Noice adopts a lightweight incentive and gradual release token distribution mechanism, avoiding the risks that large-scale airdrops may bring. According to on-chain data analysis, the token distribution is healthy, and early investors have not formed significant selling pressure. The project team has announced multiple future development plans, including integration with X (Twitter) and support for the Solana network, which is expected to further drive transaction volume growth and user expansion.

QRCOIN

QRCOIN is an "advertising space rental" application on the Base chain. Users can bid to obtain the usage rights of a QR code for 24 hours, and the highest bidder can specify any content to be displayed on that QR code, suitable for promoting commercial projects, digital art, personal projects, or even internet memes.

The project has successfully completed 94 ad placements, of which 10 had transaction prices exceeding $1000, with the highest single transaction price reaching over $2000. The average transaction price is $417.29. Base has repeatedly expressed support for the project, believing that its concept of "daily attention competition" embodies the innovative spirit of the early Internet era.

The token economic model design of QRCOIN is ingenious: a portion of the advertising fees collected by the project is used to repurchase QR tokens to pay the 1000 QR reward that users receive when they click on ads. This mechanism creates a positive cycle: rewards incentivize users to click on ads—advertisers gain higher exposure—more projects purchase ads, enhancing the visibility of QR—advertising costs increase, thereby continuously driving the healthy development of the ecosystem.

AI Agents and Virtual Human Track

BasisOS

BasisOS Agent is the first fully autonomous, AI-driven DeFi agent system designed to revolutionize yield strategy management on blockchain platforms. It achieves comprehensive management of decentralized finance protocols through a modular, multi-agent architecture, including strategy execution, risk control, and operational optimization.

The core agent of the system is responsible for executing basis trading strategies, automatically buying assets in the spot market and shorting in the perpetual contract market to capture funding rate differences and stabilize profits. At the same time, BasisOS monitors the liquidity and price dynamics of multiple DEXs in real-time through a sub-agent network, dynamically adjusting strategies to optimize yield and risk exposure.

BasisOS has a built-in adaptive risk management framework based on historical and real-time data, supporting proactive rebalancing and leverage control. The system adopts the ReAct architecture, enabling environmental awareness and strategic reasoning capabilities, allowing agents to flexibly respond to complex market changes.

In order to ensure the security and advancement of the system, BasisOS has established partnerships with several leading industry institutions:

• Hexens provides comprehensive smart contract auditing and risk control support.
• Hyperliquid integrates a high-performance decentralized perpetual contract exchange.
• Chainlink provides accurate and reliable oracle data

BasisOS is advancing the integration with Solana, building cross-chain vaults, and developing the AI simulation engine Fractal-ai, aiming to create a DeFi protocol fully driven by AI agents, ushering in a new era of financial autonomy.

JesseXBT

JesseXBT is the digital avatar of Base founder Jesse Pollak, aimed at providing AI-driven co-founder services for startups, individual founders, and ecosystems. Its goal is to increase the number of builders supported by Jesse Pollak daily from 10-100 to over 1000, while ensuring high-quality support and expanding funding channels.

Users can interact with JesseXBT on platforms such as X, Farcaster, and Telegram. This AI assistant has undergone depth training on content from Jesse Pollak's writing, social media, videos, and sites like base.org to maintain a comprehensive knowledge base and provide effective guidance for builders.

The training process of JesseXBT includes four key stages: pre-training, fine-tuning, retrieval-augmented generation ( RAG ), and feedback loops. The training data is sourced widely from over 164 YouTube videos and podcasts by Jesse, historical posts on X, Farcaster topics, and replies, etc. The underlying model utilizes Gemini 2.5, supplemented by a personalized dashboard configuration to ensure that the tone, knowledge base, and values remain highly consistent with Jesse.

The training process employs a human review mechanism, with feedback scored by Jesse himself, and iteratively improved through reinforcement learning. The system also incorporates a ZEP layer to achieve dialogue tracking, intent recognition, and personalized optimization, ensuring that AI responses are both accurate and reflective of Jesse's style.

As one of the few digital avatar projects personally trained by the ecological leader, JesseXBT has not yet been widely applied, but its potential impact on the development of the Base ecosystem in the future is highly anticipated.

Conclusion

The Base ecosystem has gradually formed a unique development path. The endorsement from Coinbase provides an ideal development platform for projects such as stablecoins and RWA that require strong regulatory compliance. At the same time, Base's focus on the developer ecosystem has attracted numerous applications to choose to build here. This not only provides a new direction for a market weary of zero-sum games but also, with more institutions deploying and an environment being built that is more suitable for large-scale applications, has attracted increasing attention from Web2 projects and talents. It is foreseeable that the Base ecosystem is likely to foster more groundbreaking innovative projects in the future.