huiliyi37/Tianshu-harness
Tianshu is a TypeScript-based terminal and desktop runtime for AI coding agents, optimized for DeepSeek V4 prefix caching.

Tianshu provides a shared TUI/GUI kernel for running AI coding agents that perform multi-step programming tasks. It introduces a Cognitive Virtual Machine (CVM), a self-awareness layer, and stigmergy-based decaying memory to give the agent independent judgment and cognitive safeguards. The runtime is deeply adapted to DeepSeek V4 with prefix-cache engineering that achieves 97–99% hit rates in long sessions, and supports multi-agent orchestration for coding workflows.
Frequently asked
- What is huiliyi37/Tianshu-harness?
- Tianshu is a TypeScript-based terminal and desktop runtime for AI coding agents, optimized for DeepSeek V4 prefix caching.
- Is Tianshu-harness open source?
- Yes — huiliyi37/Tianshu-harness is open source, released under the Apache-2.0 license.
- What language is Tianshu-harness written in?
- huiliyi37/Tianshu-harness is primarily written in TypeScript.
- How popular is Tianshu-harness?
- huiliyi37/Tianshu-harness has 614 stars on GitHub.
- Where can I find Tianshu-harness?
- huiliyi37/Tianshu-harness is on GitHub at https://github.com/huiliyi37/Tianshu-harness.