Skip to content

Workflow eval harness

Request a Workflow Eval Harness review.

Send a workflow where quality, cost, repeatability, or human review is hard to measure. We use this to scope a useful eval harness.

Useful eval context includes

  • The task or workflow being evaluated.
  • What correct output looks like after the fact.
  • Where current agents fail, vary, or need human review.
  • What metrics matter: quality, latency, cost, or reliability.

What happens next

  1. 1We triage for a concrete cost, reliability, eval, or workflow-architecture problem.
  2. 2If there is a fit, we ask for a small sample: traces, prompts, tool lists, repo instructions, workflow notes, or anonymized task examples.
  3. 3The first output is a scoped path: what to inspect, what to measure, and where savings or leverage are most likely.

Direct email

For lightweight notes, use research@vorplabs.com.

Start a Diagnostic | Vorp Labs