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With AI, Everyone is a Dev. EveryDev.ai © 2026
    1. Home
    2. Developers
    3. MiroFish (Shanda Group)

    MiroFish (Shanda Group)

    To build a swarm intelligence mirror that maps reality and predicts future trajectories through multi-agent simulations.

    Visit Website

    At a Glance

    1Tool Listed
    2Products
    5Capabilities
    Discussions
    SingaporeHeadquarters
    2026Est.
    10Employees
    $4.1MRaised
    Focus Areas
    Multi-agent Systems
    Predictive Analytics
    Agent Memory
    Connect
    Latest News
    MiroFish Tops GitHub's Global Trending ListMar 7, 2026
    Shanda Group Commits 30 Million RMB to Incubate MiroFishMar 12, 2026
    Markets
    • Financial Institutions
    • Government Agencies
    • PR Firms
    • Brand Marketers
    • +1 more

    AI Tools by MiroFish (Shanda Group)

    (1)
    View MiroFish
    MiroFish tool icon

    MiroFish

    AI Prediction Simulation Engine

    Multi-agent SystemsPredictive Analyt.Agent Memory

    Discussions

    No discussions yet

    Be the first to start a discussion about MiroFish (Shanda Group)

    Latest News

    03/07/2026

    MiroFish Tops GitHub's Global Trending List

    TMTPost / LinkedIn
    03/12/2026

    Shanda Group Commits 30 Million RMB to Incubate MiroFish

    Emelia / LinkedIn
    07/21/2026

    MiroFish Surpasses 33,000 Stars on GitHub

    GitHub / LinkedIn

    Products & Services

    2
    MiroFish AI Swarm Intelligence Engine
    March 2026 (Open Source)

    A universal swarm intelligence engine that simulates thousands of AI agents with unique personalities to predict future outcomes and social behaviors.

    MiroFish Cloud / Online Edition
    2026 (Waitlist)

    A hosted, browser-based version of the prediction engine that generates full reports without requiring local setup or GPUs.

    Market Position

    A universal, open-source alternative to traditional prediction models, leveraging swarm intelligence and 'vibe coding' for rapid iteration.

    Leadership

    Founders

    GH

    Guo Hangjiang

    Senior undergraduate at Beijing University of Posts and Telecommunications (BUPT). Previously created BettaFish, a multi-agent sentiment analysis tool. Known for 'vibe coding' development methodology.

    Executive Team

    GH

    Guo Hangjiang

    CEO

    Founder and lead developer of MiroFish. Formerly an intern at Shanda Group.

    Board of Directors

    CT
    Chen Tianqiao
    Chairman of Shanda Group and Strategic Incubator

    Founding Story

    Built in 10 days by intern Guo Hangjiang using AI coding assistants. A demo video sent to Shanda Group founder Chen Tianqiao led to immediate multi-million dollar funding and incubation.

    Business Model

    Revenue Model

    Likely a freemium or open-core model with a free open-source engine and paid hosted/enterprise services (API, cloud reports).

    Pricing Tiers

    Report Basis
    $2.99

    Get a full prediction report for a specific scenario in your browser.

    Target Markets

    Industries & Segments
    • Financial Institutions
    • Government Agencies
    • PR Firms
    • Brand Marketers
    • Academic Researchers
    Use Cases
    • Financial market decision support
    • Policy public opinion forecasting
    • Crisis PR and sentiment evolution simulation
    • Marketing strategy testing
    • Creative plot and story deduction
    Notable Customers
    • Wuhan University

    Quick Facts

    Headquarters
    Singapore
    Founded
    2026
    Employees
    10
    Total Funding
    $4.1M
    Investors
    Shanda Group
    Office Locations
    Singapore
    Menlo Park
    Beijing

    Funding History

    Seed Round / Incubation$4.1M
    March 2026
    Shanda Group

    History & Milestones

    February 2026

    MiroFish project created in 10 days during an internship at Shanda Group.

    March 7, 2026

    MiroFish reaches #1 on GitHub's global trending list.

    March 2026

    Receives 30 million RMB (~$4.1 million USD) in strategic incubation funding from Shanda Group.

    July 2026

    MiroFish repository reaches over 33,000 stars on GitHub.

    Key Capabilities

    5
    GraphRAG for collective memory injection
    Multi-agent simulation with up to 1M personas
    Dynamic temporal memory updates
    Interactive digital worlds and ReportAgent
    End-to-end automation for prediction tasks

    Integrations & Partnerships

    Platform Integrations

    • GitHub
    • Bilibili (Demo distributions)
    • Open-source communities

    Key Partnerships

    Shanda Group (Strategic)

    Connect

    Website
    mirofish.ai
    GitHub
    666ghj
    X / Twitter
    mirofish_ai
    Discord
    ePf5aPaHnA
    Instagram
    @mirofish_ai

    AI Topics

    3

    MiroFish (Shanda Group) focuses on these topics:

    Multi-agent Systems(1)
    Predictive Analytics(1)
    Agent Memory(1)
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