From one coding task
to a delivery system.
HiPMMCode is the execution engine. Code Platform turns conversations into reusable knowledge and artifacts. HiPMM configures the team. Yongzhi IM keeps the work within reach.
model kimi-k3 · provider ready
workspace customer-portal · main
● lead planning delivery
├ researcher collecting evidence
├ builder implementing interface
└ verifier running checks
The question is not “which tool has more checkmarks?”
The right question is where your bottleneck sits: model access, execution, knowledge, team design, or the last mile of coordination.
Four products, one coherent system
Each product can stand alone. Together, they connect intent, execution, knowledge and control.
HiPMMCode
A Rust-native terminal agent with a familiar interactive workflow, native provider routing, cross-model agent teams, image and multimodal deliverables.
Code Platform
Projects, conversations, knowledge bases, workflows, code execution and artifacts in one multi-tenant workspace.
HiPMM / PMM-8+
Configure people and AI roles before orchestration: four analytical scales, eight dimensions and reusable team scenes.
Yongzhi IM
Connect local agents to Android for tasks, approvals, voice, files and multi-agent group collaboration.
Claude Code is a strong coding agent. HiPMMAI solves a wider system problem.
If your goal is a polished, Anthropic-first coding experience, Claude Code may be the simpler choice. Choose HiPMMAI when provider choice, cross-model agent teams, retained organizational knowledge and private multi-device control become requirements.
Read the full comparison →A deliverable does not end at “the code ran.”
A mature AI workflow preserves context, packages results, routes decisions and makes the next task easier than the last.
Understand
HiPMM maps roles, friction and collaboration structure.
Execute
HiPMMCode routes models and agents to real tools and repositories.
Retain
Code Platform turns context into knowledge, workflows and artifacts.
Coordinate
Yongzhi IM carries tasks, approvals and results across devices.
Start with one real project.
We map the current workflow, select one measurable task, and recommend the smallest product combination that can prove value.