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@A3RDLab

A³ R&D Lab

Open engineering for scalable AI-native software production. Vendor-neutral, model-agnostic, outcome-driven. By AlphaCube AI.

A³ R&D Lab

Pronounced “A-cubed R&D Lab” · A立方研发实验室

A³ R&D Lab is the open engineering arm of AlphaCube AI. We build and share practical components, reference implementations, and engineering methods for scalable AI-native software production.

What we work on

  • AI agents and reusable skills for real software-engineering workflows
  • RAG, MCP, structured output, tool use, and evaluation
  • AI-native requirements, architecture, coding, testing, review, and delivery
  • Engineering quality gates, knowledge systems, and human–AI collaboration
  • Reference projects and learning materials that turn ideas into reproducible practice

How we work

Vendor-neutral · Model-agnostic · Outcome-driven

We start from the user’s goals, engineering environment, security boundaries, and existing technology stack. We do not bind solutions to a single cloud, tool vendor, or model provider.


中文简介

A³ R&D Lab(A立方研发实验室) 是阿尔法立方智能技术公司(AlphaCube AI Co., Ltd.)的开放工程与技术实验室,聚焦可规模化的 AI 原生软件生产。我们持续沉淀并开放可复现的示例、工程组件和方法,覆盖智能体、Skill、RAG、MCP、评测、质量门禁,以及需求、架构、编码、测试、评审和交付等研发环节。

我们的技术立场是:厂商中立、模型无关、客户目标驱动。方案从真实目标、研发环境、安全边界和既有技术栈出发,不预设或绑定单一云厂商、工具厂商或大模型。

Open projects have their own license and third-party notices. Please review the repository-level terms before reuse.

Popular repositories Loading

  1. LLM-dev-demo LLM-dev-demo Public

    Hands-on examples for LLM application development, including agents, RAG, MCP, structured output, and Text-to-SQL.

    Jupyter Notebook 42 15

  2. .github .github Public

    Organization profile and community health files for A³ R&D Lab.

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