MinariAI

MinariAI is a multi-agent orchestration system I have been building since February 2026. It coordinates tool-calling agents for code generation, browser automation, and structured data workflows.

The runs sit on Temporal.io so a multi-step task can stay durable, repeatable, and resumable, with RAG, prompt compression, and human-in-the-loop review.

A multi-step agent task falls over if the process dies halfway, or if nobody can step in before the next tool call.

The work also spans different kinds of tools: writing code, driving a browser, and pulling structured data. Those need one orchestration path, not three one-off scripts.

Temporal.io is the durable workflow layer, so a run can stop and resume instead of starting over.

RAG and prompt compression keep the context a tool-calling agent actually needs. Human-in-the-loop review is where a person checks the run before it continues. The stack is Python, React, FastAPI, CrewAI, AWS, Temporal.io, PostgreSQL, Next.js, and TypeScript.

It is still ongoing. The bar is a multi-step agent task that stays durable, repeatable, and resumable, with a person in the review loop.

That is the system I have been building since February 2026.