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With AI, Everyone is a Dev. EveryDev.ai ©
    1. Home
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    3. Human Agent Society

    Human Agent Society

    Human Agent Society is an open-source AI-agent research and engineering organization/project behind CORAL, an autoresearch framework for autonomous coding agents. CORAL coordinates long-running agents in isolated Git worktrees, continuously grades experiments, and shares discoveries through persistent memory so teams can search for better solutions over time.

    Visit Website

    At a Glance

    1Tool Listed
    2Products
    10Capabilities
    Discussions
    Focus Areas
    Autonomous Systems
    Agent Frameworks
    Multi-agent Systems
    Connect
    Latest News
    Reef v0.1.2 released with inference-record, artifact-review, and harness-session fixesOct 1, 2026
    Reef v0.1.0 released with evolution budgets, credential scanning, release identity, and review-gated releasesSep 22, 2026
    Markets
    • AI research labs and academic researchers
    • ML engineers and data-science teams
    • Systems and GPU-kernel engineers
    • Developers building autonomous coding-agent workflows
    • +1 more

    AI Tools by Human Agent Society

    (1)
    View CORAL
    CORAL tool icon

    CORAL

    Open Source Multi Agent Framework

    Multi-agent SystemsAgent FrameworksAutonomous Systems

    Discussions

    No discussions yet

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    Latest News

    10/01/2026

    Reef v0.1.2 released with inference-record, artifact-review, and harness-session fixes

    github.com
    09/22/2026

    Reef v0.1.0 released with evolution budgets, credential scanning, release identity, and review-gated releases

    github.com
    09/06/2026

    CORAL v0.7.21 released

    github.com
    09/02/2026

    Reef v0.0.2 released and tagged builds made available

    github.com

    Products & Services

    2
    CORAL
    2026-03-18

    Open-source autoresearch infrastructure powered by autonomous coding agents. It creates isolated Git worktrees, runs continuous grading, maintains shared attempts/notes/skills, and supports long-running multi-agent evolution.

    Reef
    2026-09-02

    Open-source infrastructure for continually self-improving agents. Reef serves inference requests, records feedback, produces updates, and commits accepted model-weight or agent-harness improvements to a version history.

    Market Position

    CORAL positions itself as an autonomous alternative to fixed evolutionary-search systems such as OpenEvolve and AlphaEvolve: agents choose what to inspect, test, remember, and communicate rather than operating inside a rigid mutation/population scaffold. It also differs from fixed-role multi-agent harnesses through horizontal parallel exploration, shared persistent memory, and agent-controlled collaboration. Reef extends the organization’s position into continual self-improvement from interaction and feedback.

    Founding Story

    The project grew from research into whether LLM agents could autonomously explore open-ended optimization problems rather than follow rigid, human-designed evolutionary loops. The team built CORAL to give agents autonomy while adding reliable long-running infrastructure: isolated workspaces, separated evaluation, persistent shared state, asynchronous multi-agent execution, and heartbeat-based reflection.

    Target Markets

    Industries & Segments
    • AI research labs and academic researchers
    • ML engineers and data-science teams
    • Systems and GPU-kernel engineers
    • Developers building autonomous coding-agent workflows
    • Teams experimenting with continual learning and self-improving agents
    Use Cases
    • Autonomous code optimization and autoresearch
    • Mathematical discovery and open-ended problem solving
    • GPU and systems-kernel engineering
    • Machine-learning engineering and benchmark optimization
    • Multi-agent experiments that need persistent knowledge and long-horizon iteration
    • Continual improvement of model weights or agent harnesses via Reef

    History & Milestones

    2026-10-01

    Reef v0.1.2 was released with fixes for inference records, artifact review releases, and reef-hermes harness session state.

    2026-09-22

    Reef v0.1.0 introduced evolution budgets, whole-tree credential scanning, client release identity, pending-release review gates, and team documentation.

    2026-09-06

    CORAL v0.7.21 was released, the latest release shown on the repository releases page.

    2026-09-02

    Human Agent Society published Reef v0.0.2, its open-source infrastructure for continually self-improving agents.

    2026-07-08

    The CORAL paper was accepted to COLM 2026.

    Key Capabilities

    10
    Independent Git worktrees for each agent
    Continuous, user-defined grading and score/feedback loops
    Persistent shared memory through attempts, notes, and reusable skills
    Asynchronous multi-agent execution and collaboration
    Heartbeat interventions for reflection, consolidation, and redirection
    Evaluator separation and isolated grader state to reduce reward hacking

    Integrations & Partnerships

    Platform Integrations

    • Python 3.11+ package and command-line installation via uv
    • GitHub source repository and Apache License 2.0
    • Claude Code, Codex, Cursor Agent, Kiro, OpenCode, DeepSeek Harness, and Pi runtimes
    • Reef provides OpenAI- and Anthropic-compatible inference endpoints

    Key Partnerships

    Native runtime integrations with Claude Code, Codex, Cursor Agent, Kiro, OpenCode, DeepSeek Harness, and Pi
    Optional LiteLLM gateway support for custom models
    Built-in recipes and integrations involving inference engines such as vLLM and SGLang and training frameworks such as Slime, veRL, and AReaL (via Reef)

    Connect

    Website
    coral.compounding-intelligence.ai
    GitHub
    Human-Agent-Society

    AI Topics

    3

    Human Agent Society focuses on these topics:

    Autonomous Systems(1)
    Agent Frameworks(1)
    Multi-agent Systems(1)
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