Dr. RAGnos

Dr. RAGnos evaluation.

A focused scan walkthrough for teams that need proof before a cleanup sprint: ranked findings, attached evidence, and an agent-ready output that can move straight into remediation.

Best fit

AI-speed codebases where review load is rising faster than release confidence.
Teams that need ranked findings with file, evidence, severity, and fix direction attached.
Operators preparing a cleanup pass before handing work to a human reviewer or coding agent.

Not a fit

Teams looking for a generic SAST dashboard, compliance suite, or vulnerability database.
Codebases that cannot run local tooling or share enough repository context for evidence review.
Organizations that only want raw finding volume instead of a prioritized fix path.

Sample output

The report is built for the next handoff.

The walkthrough centers on the artifact an operator or agent can use immediately, not a decorative dashboard.

Finding

Credential exposure risk in a release-adjacent path

Evidence stays close to the file and line context so the next operator does not re-triage the alert.

Fix list

Rotate secret, remove checked-in value, add pre-commit guard

The scan prefers concrete next actions over a long queue of equally weighted warnings.

Agent handoff

.dr-ragnos/payload.json

The payload is shaped for a human reviewer or coding agent to pick up without rewriting the report.

Local code and security

Designed for proof without unnecessary exposure.

Runs against local code so repository context stays in your environment during the walkthrough.
Sample outputs can be anonymized before they become sales or editorial proof.
The useful artifact is the evidence-backed payload, not a copied source archive.

Walkthrough

Bring a repository, release question, or messy handoff.

Request a scan walkthrough