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Need a release gate for a live AI workflow?
Mycroft fits when a team already has a workflow in motion but needs evidence around quality, latency, and failure conditions before it expands or relaunches.
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Workflow Intelligence Layer
Mycroft
Create an evidence loop before AI changes hit production.
Mycroft is the evaluation and release-readiness layer for AI workflows, combining offline and model-backed evals with richer keyword, latency, and report outputs.
Status
Open-source eval harness
Domain
Retrieval, prompt, and workflow evaluation
Primary outcome
Objective pass/fail signals before a workflow ships or relaunches
Best paired with
Rapid Build or Pilot Rescue Sprint