Open source & research

Deepractice started from open source.

We maintain 43 public repositories on GitHub (as of August 2026). PromptX is the earliest and the best known — an AI agent context platform, open-sourced under the MIT license, with 3,687 stars (as of August 2026), continuously distributed through npm and Docker. In December 2025 it passed AtomGit's official review and received the G-Star program graduation certification (No.0478).

Beyond open source, we bring the methods of our practice back to academia for examination. A paper with the City University of Hong Kong, "PromptX: A Cognitive Agent Platform with Long-term Memory", was accepted by The Web Conference 2026 Demo Track.

For us these are two sides of the same thing: open source lets methods be genuinely used, and academia lets methods be rigorously examined.