Koukyosyumei

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Maker History

  • h5i-python
    h5i-pythonPython SDK for Programmable Multi-Agent Orchestration
    Jul 2026
  • h5i
    h5iA Rust web framework with Lean 4 verification
  • WhoIsSharp
    WhoIsSharpThe AI Terminal for Prediction Market Analysis
    Apr 2026
  • AIJack
    AIJackSecurity and Privacy Risk Simulator for Machine Learning
    Jan 2023
  • 🎉
    Joined Product HuntJanuary 4th, 2023

Forums

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3d ago

h5i - Build and formally verify web apps with Rust and Lean 4

h5i is a Rust web framework built on Axum that brings formal verification with Lean 4 into everyday web development, alongside integrated red-teaming and CI/CD tools. It's designed for Rust developers and teams building AI-generated or security-critical applications. As AI makes coding faster, ensuring correctness becomes increasingly important. h5i helps developers prove critical properties and discover vulnerabilities that traditional testing alone might miss.
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3mo ago

h5i-python - Python SDK for Programmable Multi-Agent Orchestration

Multi-agent coding is more than launching agents or letting them chat. h5i-python lets you program the full development process in Python: Claude Code, Codex, and other runtimes can implement independently, review one another, revise, run neutral tests, compete, and safely apply the winner. Each agent works in an isolated Git worktree, making every run reproducible and auditable. Open source, with 40 multi-agent LLM paper workflows included.
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4mo ago

h5i - Next-Gen AI-Aware Git. Sandbox, Token Saving, Agent Radio

h5i is an open-source Git sidecar for AI-era development, achieving auditable sandbox, prompt-aware commits, 95% less token waste, 3.5x richer PR brief, 1.8x faster multi-agent real-time conversation. Git records what changed; h5i records the rest: the prompt, model, files read, reasoning, tests, audit signals, sandbox events, and agent-to-agent handoffs behind every change.
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