Security scanning for Django apps

Codanopy detects a Django app under its Python stack — from requirements.txt, pyproject.toml, or .py source — then runs dependency, secret, and pattern analysis plus an AI pass that reads views and queries together instead of file by file.

Detected as: Python. Codanopy detects and scans at the language level, so Django projects get full dependency, secret, and pattern coverage; the notes below name patterns specific to how Django apps tend to be structured, not a separate Django-aware analyzer.

What to watch for in Django

• DEBUG left on in a deployed settings file, which leaks stack traces and internal paths to anyone who triggers an error
• Raw SQL or .extra()/.raw() calls built from request data instead of the parameterised ORM query an assistant should have reached for
• A view that checks request.user.is_authenticated but fetches an object by a raw ID from the URL with no ownership check
• SECRET_KEY or database credentials hardcoded in settings.py instead of read from the environment

Run a free scan on the homepage — $49 unlocks the explanation and fix prompt for every finding. See how the scan works or why AI-generated code carries different risk.