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dubianche123/README.md

Leo Wang — Where precision becomes instinct.

English · 简体中文

I build the machinery beneath intelligent software: agent runtimes and context systems,
from cloud infrastructure to on-device intelligence.
I care about making probabilistic systems dependable without making their complexity the user's problem.

Agent Runtimes  ·  Context Engineering  ·  Cloud Architecture  ·  On-Device Intelligence

What I'm building

I'm currently building Axiom Loom, a local-first agent runtime for continuous context, memory, and multi-agent orchestration.

The idea is simple: finite context windows should remain an implementation detail, not something users have to manage.

Rigorous underneath. Effortless in motion.

Selected projects

These projects explore the same idea at different scales: give code clear responsibilities, keep context deliberate, and make an agent's behavior inspectable.

Project What you can explore
The Regular A resident QQ group companion with code-owned relationships, rolling memory and an offline demo.
Neural-Janitor Preview-first tab cleanup for Chrome and Edge on macOS, with a local Swift companion that learns personal retention patterns.
Loop Warden A Hermes skill and Python helper for bounded delegation to local coding CLIs, with explicit task contracts and structured handoff.
The Norn Machine Deterministic context assembly behind an image-selection demo: Python builds a behavioral profile, and the model renders it in language.
AgenticX Decision A document-review research harness with bounded retrieval, explicit Python rule tools and inspectable evidence.

How I work

I tend to put deterministic control wherever authority matters, keep personal data local when I can, and design architectures that can outlive any one provider. I like useful defaults more than walls of configuration, and I try to back the claims that matter with measurements.

That usually leaves me working at the point where models stop being demos and start becoming dependable software.

Popular repositories Loading

  1. norn-context-engineering norn-context-engineering Public

    确定性上下文组装研究 MVP:以 Python 压缩图片选择信号,再由 Amazon Bedrock 渲染解读。Deterministic context assembly, bounded prompts, and a serverless image-selection demo.

    Python 4

  2. the-regular-qq-bot the-regular-qq-bot Public

    老群友 QQ机器人:基于 QQ 官方 API 的轻量 AI 群聊伙伴,支持记忆、关系与自动认主。A lightweight QQ bot with local memory and relationships; no database required.

    Python 2

  3. neural-janitor-tab-manager neural-janitor-tab-manager Public

    macOS 上的 Chrome / Edge 标签页清理与习惯学习扩展:本地 Swift + Core ML,先预览再启用自动清理。Local-first tab cleanup and retention learning for Chrome/Edge on macOS.

    JavaScript

  4. coding-agent-supervisor coding-agent-supervisor Public

    有界 AI 编码委派工具:在本地管理 Gemini CLI / Codex CLI 的实现、审核、修复、进程清理与 JSON 交接。Bounded coding delegation for Hermes and local agent orchestrators.

    Python

  5. dubianche123 dubianche123 Public

    Leo Wang 的开源作品集:QQ AI 机器人、本机标签管理、Agent 委派、上下文工程与文档审查研究。Open-source portfolio: AI agents, local-first tools and context engineering.

  6. agenticx-agent-workbench agenticx-agent-workbench Public

    基于 AgenticX 的智能体开发预览发行版:Python Agent Runtime、Electron 桌面工作台与企业 Web / 网关。AgenticX-based agent runtime, desktop workspace and enterprise control plane (preview).

    TypeScript