Dr. RAGnos

One scan. Clear fixes. Less drift.

One command gives you ranked findings, line-level evidence, and an agent-ready handoff. Loops keeps watch later.

report.json + payload.json in one pass

Work

What RAGnos builds

RAGnos is a systems shop that finds the operational mess, builds the missing workflow, and turns the repeatable parts into products.

Systems audits

Map the real bottlenecks across code, data, automations, and release process before the fix work starts.

AI workflow and MVP builds

Turn messy internal work into practical operator tools, prototypes, and agent-backed workflows.

Productized internal tools

Package the repeatable pieces into cleaner tools that can be reused across teams and projects.

Monitoring and ops loops

Keep drift, regressions, and handoff gaps visible after the first cleanup pass.

Proof

See what one command hands back.

The useful part is not just detection. It is a ranked fix list your next reviewer or agent can use immediately.

dr-ragnos scan

$ dr-pr

---

Scanning my-project/ (247 files, 4 languages)

[1/5] gitleaks ......... done

[2/5] pip-audit ........ done

[3/5] npm audit ....... done

[4/5] vulture ........... done

[5/5] test-coverage ... done

---

Overall Grade: B+

CRITICAL (1) Hardcoded AWS key in config/deploy.py:42

# yeah, that key shouldn't be there

WARNING (3) Shell injection risk in scripts/build.sh:18

INFO (12) Unused imports, style nits

Scorecard saved to .dr-ragnos/report.json

Agent payload saved to .dr-ragnos/payload.json

Scan complete in 4.2s

Find

See the highest-risk issues first instead of sorting through scanner noise.

Rank

Get a release-facing scorecard that makes the next fix decision obvious.

Hand off

Keep the file, line, context, and fix direction attached for the next operator.

The scan still writes the structured report and agent payload. The page keeps the proof focused on the handoff, not another code block.

Coming soon

RAGnos Loops

Start with Dr. RAGnos now. Add the monitoring layer when ongoing drift matters more than one cleanup pass.

Monitor

Watch the code and process changes that matter before release review.

Diagnose

Turn fresh drift into an explainable issue instead of another Slack thread.

Route

Let automation handle routine fixes and keep the human decisions obvious.

Request access

Tell us whether you want Dr. RAGnos now, Loops later, or both.