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PySentry usage survey
Help shape the future of PySentry! This survey takes ~4 minutes.
About You
How did you discover PySentry?
*
How did you discover PySentry?
A
GitHub search
B
Twitter/X post
C
LinkedIn post
D
Hacker News
E
Recommendation from colleague
F
uv GitHub issue/PR
G
Other
What's your role?
*
What's your role?
A
Backend Developer
B
DevOps/SRE
C
Security Engineer
D
Full-stack Developer
E
Data Engineer/Scientist
F
Other
Where do you use PySentry?
*
Where do you use PySentry?
A
Personal/pet projects
B
Work projects
C
Both personal and work projects
D
Just exploring / haven't used yet
(optional) What company/organization do you work for? (for understanding who uses PySentry, won't be shared publicly)
Platform & Environment
Primary OS for development:
*
Primary OS for development:
A
Linux
B
macOS Intel
C
macOS Apple Silicon
D
Windows
E
WSL
In which environments do you use PySentry?
*
In which environments do you use PySentry?
A
Local development
B
GitHub Actions
C
GitLab CI
D
Jenkins
E
CircleCI
F
Pre-commit hooks
G
Manual security audits
H
Other CI
Project setup
Which dependency file formats do you work with? (multiple choice)
*
Which dependency file formats do you work with? (multiple choice)
A
uv.lock
B
poetry.lock
C
Pipfile.lock
D
pyproject.toml (no lock file)
E
requirements.txt
F
requirements-dev.txt / requirements-test.txt
G
Other
If you use
requirements.txt,
which resolver do you prefer?
If you use requirements.txt, which resolver do you prefer?
A
uv
B
pip-tools
C
I wasn't aware I needed a resolver
Usage Patterns
How often do you run PySentry?
*
How often do you run PySentry?
A
On every commit / pre-commit
B
In CI/CD on every PR
C
Daily/Weekly scheduled scans
D
Ad-hoc when needed
E
Only for audits/compliance
F
Other
What severity level do you typically filter by?
*
What severity level do you typically filter by?
A
All vulnerabilities (low+)
B
Medium and above
C
High and above
D
Critical only
E
I don't filter by severity / i don't know / default
Are you aware that PySentry can check PyPI package status (active/archived/quarantined)?
*
Are you aware that PySentry can check PyPI package status (active/archived/quarantined)?
A
Yes
B
Yes, and I use this feature
C
Nope
Feature priorities
What features would you like to see improved or added?
What features would you like to see improved or added?
A
Faster scanning
B
Better CI/CD integration
C
IDE plugins (VSCode/PyCharm)
D
More vulnerability sources
E
Output formats
F
SBOM generation
G
License scanning
H
Documentation
I
Web dashboard / cloud platform
J
Other
Open feedback
What's the biggest pain point you've experienced with PySentry or similar tools?
Any features or improvements you'd like to suggest?
Want to discuss your feedback? Leave your email
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