zenml-io/kitaru — Open-source platform layer for AI agents in production

Description and use

ZenML‑Kitaru is an open‑source platform that provides a production‑grade orchestration layer for AI agents, enabling developers to build, deploy, and manage complex agent pipelines with ease. By integrating tightly with ZenML’s ML‑ops tooling, Kitaru abstracts common workflow concerns—such as versioning, monitoring, and scaling—so teams can focus on agent logic rather than infrastructure. It’s suited for any AI/ML product that requires reliable, reproducible, and observable agent execution in a production environment.

Problem

zenml-io/kitaru helps turn isolated prompts and tools into repeatable agent workflows.

Outcome

Early or unclear: treat as research material until maintenance, releases, docs, and issue activity are verified.

Workflow

• coordinate multi-agent workflows
• add tool-use pipelines
• standardize agent memory

Evidence

Open-source platform layer for AI agents in production

Source