Empowering smart app development with SolidGPT: an edge-cloud hybrid AI agent framework

February 09, 2026

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📝 Original Info

Title: Empowering smart app development with SolidGPT: an edge-cloud hybrid AI agent framework
ArXiv ID: 2512.08286
Date: 2025-12-09
Authors: Liao Hu, Qiteng Wu, Ruoyu Qi

📝 Abstract

The integration of large language models (LLMs) into mobile and software development workflows faces a persistent tension among three demands: semantic awareness, developer productivity, and data privacy. Traditional cloud-based tools offer strong reasoning but risk data exposure and latency, while on-device solutions lack full-context understanding across codebase and developer tooling. We introduce SolidGPT, an open-source, edge-cloud hybrid developer assistant built on GitHub, designed to enhance code and workspace semantic search. SolidGPT enables developers to:

📄 Full Content

• Talk to your codebase: interactively query code and project structure, discovering the right methods and modules without manual searching. • Automate software project workflows: generate PRDs, task breakdowns, Kanban boards, and even scaffold web app beginnings, with deep integration via VSCode and Notion. • Configure private, extensible agents: onboard private code folders (up to ∼500 files), connect Notion, customize AI agent personas via embedding and in-context training, and deploy via Docker, CLI, or VSCode extension.

In practice, SolidGPT empowers developer productivity through:

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