Web3 For Beginners

Gitlawb and GitHub are both used for code hosting and development collaboration, but they differ clearly in their underlying architecture and collaboration model. GitHub is a centralized code hosting platform that manages repositories through account systems and centralized servers. Gitlawb, by contrast, uses DID identity, IPFS storage, and the libp2p network to build a decentralized Git collaboration system that does not require centralized servers. Compared with traditional Git platforms, Gitlawb places greater emphasis on AI Agent native collaboration, autonomous identity, and multi node synchronization.

A Gitlawb code push includes DID identity signing, Git object uploads to IPFS, Ref update Certificate broadcasting, libp2p network synchronization, and several other steps. Unlike traditional Git platforms, Gitlawb does not rely on a single centralized server. Instead, decentralized nodes jointly maintain repository state and code history. This mechanism allows both AI Agents and developers to collaborate on code and synchronize repositories without relying on platform based hosting.

Gitlawb (GITLAWB) is a decentralized Git collaboration network designed for AI Agents and developers. It combines a DID identity system, IPFS content storage, the libp2p P2P network, and UCAN capability-based authorization to create a code collaboration system that does not depend on centralized servers. Unlike traditional Git platforms, Gitlawb treats AI Agents as native participants in the network, allowing them to directly own repositories, submit code, open PRs, run automated tasks, and synchronize and verify code through decentralized nodes.

BabyShark’s NFT system is an important part of the Baby Shark Universe Web3 gaming ecosystem. It is mainly used for Avatars, game items, virtual assets, and open world interaction. Through blockchain technology, users can truly own on-chain digital assets and trade, use, and manage them in the Marketplace. Unlike traditional game assets, BabyShark NFTs offer verifiable ownership, on-chain circulation, and compatibility with an open ecosystem.

BabyShark and Sandbox are both digital interactive ecosystems built around the Web3 metaverse and NFTs, which is why users often compare them. However, the two differ significantly in IP origin, open world design, user positioning, community interaction, and digital asset structure. Sandbox places greater emphasis on an open virtual land economy and creator ecosystem, while BabyShark focuses more on entertainment IP, user interaction, and the Web3 gaming experience.

Baby Shark Universe is a project that turns the globally recognized Baby Shark IP into a hybrid entertainment and digital asset platform connecting Web2 and Web3. Built around the Baby Shark IP, the project develops a GameFi and metaverse structure that allows users to own, trade, and create digital assets in a virtual world. The Baby Shark Universe ecosystem also includes an NFT marketplace, DAO governance, an Avatar system, and open world interaction mechanisms. Its core goal is to gradually bring Web2 entertainment users into the on chain digital asset ecosystem.

Infinex and MetaMask are both widely used to access DeFi and onchain assets, but they differ clearly in their underlying account structure and user interaction logic. MetaMask is a traditional EOA, Externally Owned Account, wallet that mainly relies on private keys and seed phrases, while Infinex uses Account Abstraction and Passkey login, with a stronger focus on a unified account experience and multichain interaction.

Infinex’s account system is a non-custodial account structure based on Passkey and Account Abstraction. It is designed to reduce the complexity of traditional Web3 wallets. Users do not need to store seed phrases. Instead, they can log in and sign transactions through Face ID, Touch ID, or device verification, creating an onchain interaction experience closer to that of a standard internet application.

Infinex (INX) is a non-custodial DeFi superapp built around Account Abstraction and Passkey login. It aims to simplify how users access onchain assets, cross-chain trading, perpetual contracts, and yield protocols. As the multichain ecosystem becomes increasingly complex, Infinex lowers the barrier for ordinary users to enter DeFi through a unified account system, gas abstraction, and an aggregated trading experience.

The Akash Network Provider mechanism is a decentralized computing supply system that allows individuals, mining farms, or data centers to provide GPU and server resources to the network and earn revenue by leasing computing resources. After developers submit GPU requirements, Providers participate in bidding, and the system then creates an on chain lease and deploys the workload.

Akash Network’s GPU leasing process connects GPU providers with developers seeking hash power through an open marketplace. Once developers submit their computing requirements, network providers bid competitively. The system then creates a lease, deploys GPU resources, and settles payments in AKT.

Akash Network is a decentralized cloud computing network built for AI and Web3 applications. It connects idle GPU providers with developers who need computing power through an open marketplace. Unlike traditional cloud services such as AWS and Google Cloud, Akash uses a blockchain driven bidding mechanism, allowing users to access GPU and server resources at lower cost.

Akash Network and AWS can both provide GPU and cloud computing resources, but they differ sharply in their underlying architecture and resource marketplace mechanisms. AWS uses centralized data centers and platform based pricing, while Akash connects global GPU providers with developers through an open marketplace powered by blockchain. Traditional cloud platforms usually offer more mature enterprise services and stability, while decentralized cloud places greater emphasis on open markets, efficient resource utilization, and censorship resistance.

Worldcoin and decentralized identity, DID, are both used for digital identity verification, but they follow different core paths. Worldcoin uses iris scanning to achieve Proof of Personhood, emphasizing that “one person can only have one identity.” DID, by contrast, builds an identity system through on-chain credentials and user controlled data, emphasizing data sovereignty and composability. The two approaches differ fundamentally in verification methods, privacy models, and use cases, making them suitable for different Web3 needs.

World ID is the digital identity protocol in the Worldcoin ecosystem. It generates a unique encrypted identity marker, IrisHash, through iris scanning and uses it to enable Proof of Personhood. By combining biometrics, cryptographic hashing, and zero knowledge proof technology, the system verifies user identity without exposing original biometric data, helping prevent bot attacks and support decentralized identity, DID, applications.