Tool integration

Ruff Integration Guide

Extremely fast Python linter with security rules

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Integrate Ruff with Vulnetix. Fast Python linter with built-in security rules (Bandit equivalent) and native SARIF output.

PythonCLI toolSARIF

Install & scan

$ uv run --with ruff ruff version
$ uv run --with ruff ruff check --output-format sarif -o ruff.sarif .

Run Ruff in CI

Scan on every push and upload the results to Vulnetix:

- name: Run Ruff
  run: |
    pip install ruff
    ruff check --output-format sarif -o ruff.sarif .

- name: Upload to Vulnetix
  run: vulnetix upload --file ruff.sarif

Centralise Ruff results in Vulnetix

Upload Ruff SARIF output to the Vulnetix platform to deduplicate findings, prioritise them with EPSS, CISA KEV and Coalition ESS exploit intelligence, and track remediation across every scanner in a single queue.

Ruff documentation ↗  ·  Source repository ↗

Wire Ruff into your CI/CD pipeline →