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huzjie/README.md

Hi, I'm huzjie 👋

🌟 I ship one runnable open-source AI project every day. AI Daily Hub indexes 70+ zero-dependency frameworks (sparse MoE · decision models · embeddings · world models · agent orchestration · video diffusion), each with the underlying principle explained and reusable code. 每天一个 AI 热点,一个「填配置就能跑」的开源项目。

I build control planes for AI infrastructure — the layer between your application and the models it depends on. My work starts from one observation: most AI projects fail in production not because a model is weak, but because governance, observability and reliability were bolted on afterwards. So I build systems where those three are kernel primitives, not plugins.

Everything here is open source, self-hostable and model-agnostic.


The through-line

Three of these projects are the same idea applied at three layers:

Layer Project The primitive it makes native
Text unified-ai-gateway One OpenAI-compatible endpoint in front of many LLM providers — routing, quotas and cost become infrastructure concerns.
Video video-forge-studio One REST API in front of six video engines — queueing, retries and multi-tenancy become infrastructure concerns.
Agents loopforge One governed loop kernel for long-running agents — checkpointing, budget limits and audit become infrastructure concerns.

The other three close the loop: you cannot govern what you cannot measure, so argus-eval handles evaluation and tracing, moe-bench-studio handles model selection, and ai-daily-agent keeps the whole portfolio moving.


Flagship projects

unified-ai-gateway — Control plane for the text layer. A self-hosted, OpenAI-compatible gateway with smart routing, load balancing, failover, rate limiting and cost tracking. Swap providers without touching application code. TypeScript · pnpm monorepo

video-forge-studio — Control plane for the video layer. Six generation engines (self-hosted + commercial API) behind one REST API, with Celery queues, retries and quotas. A built-in Mock engine means the whole pipeline and its CI run with zero GPU and zero API keys. Python · FastAPI · Celery · 51/51 tests

loopforge — Governance kernel for long-running coding agents. Runs autonomous software-engineering loops over hours to days with checkpoint / resume, budget guardrails and a full audit trail. Recoverable, governable, auditable, observable. Python · FastAPI · React

argus-eval — Evaluation and observability for AI agents. Tracing SDK, span and score ingestion, 15+ scorers, dataset management and experiment comparison, on a self-hosted dashboard. Python · OpenTelemetry

moe-bench-studio — Inference and benchmarking for trillion-parameter MoE models. Ten benchmark suites, multi-engine inference and a quantization planner, so model selection is a measurement rather than a guess. Python · FastAPI · vLLM

ai-daily-agent — The automation behind the portfolio. Discovers daily AI topics, generates a project, publishes it to GitHub and monitors the metrics — including a REST-API transport layer that keeps working in networks where git push is blocked. Python


Principles

  • Self-hostable by default. No mandatory SaaS in the critical path.
  • Model-agnostic. Providers are configuration, never an architectural commitment.
  • Runnable on a laptop. If a newcomer needs a GPU to see it work, the packaging is broken — hence offline mock engines and inline queue fallbacks.
  • Governance as a primitive. Quotas, audit trails and budget limits belong in the kernel, not in a wrapper.

Get in touch · 找我

  • 💬 有问题 / 想聊:开 Discussion 或 Issue
  • ⭐ 喜欢就 Star,让我知道有人在用

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