Token Usage

Zhenfy One tracks the tokens processed at each step of the pipeline. The project detail page shows the total tokens processed, updated in real time as the pipeline runs.

How It Works

Each pipeline step (PM, tester, builder, reviewer) uses an AI agent that processes tokens. The token count accumulates as the pipeline progresses. You can see the running total on the project page while the pipeline is active.

Once the pipeline completes, the final token count is persisted with the project and remains available indefinitely.

Viewing Usage

On the project detail page, you will see the Tokens Processed — the total number of tokens used across all pipeline steps. This value updates in real time while the pipeline is running and is persisted after completion. Token usage is also available via the GET /projects/{id}/status endpoint.