DAPPOS - Reshaping the Web3 Operating System I believe that the next decade of the cryptocurrency industry will definitely be on the chain, whether it's Ouyi's OKX wallet or Binance's on chain contract aster, they are all laying out the next decade of the cryptocurrency industry! Since the outbreak of DeFi in 2021, the on chain ecosystem has been growing rapidly, with a variety of species blooming. This also raises a question - the use of new users! New users often feel lost and at a loss when facing so many ecological applications! And DAPPOS was born for this! It aims to address the pain points of user experience in the Web3 ecosystem, such as multi chain complexity, cumbersome interactions, and security issues. His ultimate mission is to simplify complex operations on the chain, abstract the details of blockchain, and provide users with a silky experience like web2! To bring a minimalist and silky experience to new web3 users, its two killer features are essential: the intelligent layer and the execution layer! The intelligent layer can be said to be a super intelligent brain, with a brain that can think, study, make decisions, and evolve on its own. It consists of two core components, namely the Multi Agent Framework (MAF) and the Bubble engine. Multi Agent Framework (MAF): The Multi Agent Framework (MAF) serves as an orchestration module, consisting of 300 to 400 specialized vertical agents and over 200 integrated tools. MAF is based on a state graph architecture and achieves composable autonomy through advanced features such as deterministic routing, task subgraphs, multi-agent search, and tool enhanced generation. This ensures interpretable, production grade AI that performs well in specific fields of reasoning and generalization, covering areas such as quantitative analysis, trading strategies, and market insights. (Official script) Fu style translation: Imagine having over 400 experts in various fields of web3, such as those specializing in on chain data analysis, DeFi arbitrage, meme coin trends, cross chain optimal paths, risk control, and so on. They can also use more than 200 tools (such as directly checking Dune dashboard, Binance depth, GMX position, Pyth oracle price, etc.), without the need for manual clicking. You only need to express your intention, and these 400+experts will automatically divide labor, discuss, vote, and finally give you an optimized solution. Bubble Engine: As a supplement to MAF, Bubble Engine serves as an adaptive learning core driven by a continuous reinforcement learning (RL) model optimized for Web3. It continuously evolves by consuming real-time data from sources such as X and Binance Square, and combining insights contributed by users through the Bubble task platform. Its key mechanisms include context retrieval enhanced generation (RAG) for prioritizing source data and composite memory for integrating persistent knowledge and situational learning, while also handling error information and utilizing Web3 incentive mechanisms to promote collaborative growth. (Official script) A "web3 veteran driver" who constantly learns and evolves, this guy is like an old leek who has hung up, constantly scrolling through information on X (Twitter), Binance Square, Discord and other places 24 hours a day, and also taking notes and summarizing experiences on his own. Its most impressive feature is: 1. Someone has sent a new meme coin, and it can determine whether it is a stock taker in just a few seconds 2. Which DeFi protocol is going to release new features, it can guess in advance how it will affect prices 3. Last time we lost in arbitrage, it will remember the lesson and take a different path next time it encounters similar situations More importantly, it's not just one person learning - all those who use dappOS absorb their experience with each operation (anonymous+motivated), turning it into the wisdom of the entire system. So the more people use it, the smarter it becomes. The execution layer is the "hands and feet" part of the entire Web3 AI operating system in dappOS, while the intelligence layer is responsible for research and planning. The execution layer is the execution team that hears commands from the brain and actually goes to work on the chain. It turns your vague "intention" (such as "I want to cross ETH from the base chain to the main Ethernet network") into actual on chain operations, fully automated and done with just one click, without the need for manual signatures, gas payments, or bridging. Top tier institutional support The investment portfolio is luxurious, including well-known institutions such as OKX Ventures, HashKey, KuCoin Labs, Waterdrill Capital, etc. The seed round raised $5 million and the Series A raised $15.3 million. Currently supports 10+chains (Ethereum, Polygon, Sui, Arbitrarum, etc.) and integrates 550+dApps (GMX, QuickSwap, Lido) Development Roadmap Recent plan (Q4-2026, 2025): Unified account function launched Commercialization of AI operating systems • Supports 20+blockchain networks The Bubble AI function continues to iterate Summary: DappOS is a "private wealth manager on the chain+400 top investment research team" that you have hired. You only need to state your intention, and the rest of the data viewing, investment research, analysis, and execution are all entrusted to dappOS!