RAGnos
Diagnose. Grade. Harden.
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FAQ

Questions that come up early.

Short answers on scope, workflow, and rollout.

Product

What does Dr. RAGnos do today?

Dr. RAGnos scans a codebase, ranks the findings that matter most, and returns evidence plus an agent-ready fix payload.

What is RAGnos Loops?

RAGnos Loops is the planned monitoring layer for teams that want ongoing drift detection after the first cleanup pass.

Who is this for?

It is for teams shipping AI-assisted code faster than their review process can comfortably inspect.

Workflow

What does the scan produce?

The current product centers on a ranked report and payload with file, line, severity, evidence, and fix direction.

Does RAGnos replace human review?

No. It narrows the review surface so a human or coding agent can act on the highest-risk issues first.

How do teams start?

Start with a walkthrough or focused scan, then use the output to decide what gets fixed, deferred, or monitored.