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tyxben/README.md


✦ whoami

class Ty:
    role      = "AI Agent Developer"
    focus     = ["agent platforms", "rust systems", "automation pipelines"]
    stack     = ["Python", "Rust", "TypeScript", "Go"]
    building  = "arcana — controllable, reproducible, evaluable agents"
    shipped   = ["AI_novel", "arcana", "tachyon", "messageinfra"]
    believes  = "agents should do real work, not just chat"

✦ featured work

Controllable · Reproducible · Evaluable Agent Platform

A Python agent platform built for real production use — not demos. Reproducible runs, evaluable outputs, and controllable tool surfaces.

小说 → 短视频 一键自动化

AI 小说推文自动化工具,把小说转换成有声书 + AI 配图的短视频,适配抖音/小红书。

Order Matching Engine in Rust

52ns median latency · 8M+ ops/sec. A lock-free, high-throughput matching engine for serious market infrastructure.

Learning Rust the hard way

Notes and experiments as I dig into Rust's type system, ownership model, and systems-level patterns.


✦ toolbox



✦ stats




✦ activity


✦ contribution snake


✦ 3D contributions


✦ currently

  • 🛠 shipping — arcana agent platform + messageinfra for information workflows
  • 🧪 contributing to — NousResearch/hermes-agent agent framework
  • 📚 learning — lock-free data structures & agent evaluation benchmarks
  • 💭 thinking about — how to make agents that are actually reproducible

"agents should do real work, not just chat"

Pinned Loading

  1. AI_novel AI_novel Public

    AI 小说推文自动化 - 小说一键转短视频(有声书+AI配图),适用于抖音/小红书

    Python 283 30

  2. automaton automaton Public

    Forked from Conway-Research/automaton

    The first AI that can earn its own existence, replicate, and evolve — without needing a human

    TypeScript

  3. rust-thinking rust-thinking Public

    Rust 5 2

  4. arcana arcana Public

    Controllable, Reproducible, Evaluable Agent Platform

    Python 262 36

  5. roboot roboot Public

    Personal AI agent hub on macOS — iTerm2 sessions, voice, web console, Telegram, Cloudflare Worker relay with E2EE

    Python 80

  6. tachyon tachyon Public

    High-performance order matching engine in Rust. 52ns median latency, 8M+ ops/sec.

    Rust 1


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