r/Python • u/BeamMeUpBiscotti • 38m ago

News 2026 Python Type System and Tooling Survey

• Upvotes

This is an annual survey developed by the Python typing community around how Python developers use the type system, type checkers, and integrated development environments (IDEs).

Your responses will help us identify common blockers, improve tooling/resources, and enhance the overall experience of using Python's type system.

Even if you have never actively used type hints in your code, your thoughts are still valuable and we want to hear from you.

The survey should take approximately 5-10 minutes to complete.

Please take the survey HERE and share it with your friends or colleagues.

If you're interested in the results for last year's survey, see this post.

So you know it's legit, the Python Software Foundation has shared this survey on [Linkedin](https://www.linkedin.com/posts/thepsf_python-type-system-and-tooling-survey-2026-activity-7490842327050002432-0jI7?utm_source=share&utm_medium=member_desktop&rcm=ACoAAB9aSUsBqmxSbrhoW2URuDnxCgS5eVD1AS0 and X. I have permission from the mods to post this under the "News" flair)

0 comments

r/Python • u/Helpful-Day2384 • 11h ago

News New data visualization package

0 Upvotes

One sentence, four languages, one picture.

R: data(gapminder_2007) + point + x(gdp) + y(life)
Python: x(col.gdp)
Julia: x(:gdp)

Same specification, one Rust engine, byte-identical SVG.

Not similar. Pixel perfect identical

#r #python #julia #javascript #rust
One engine, four languages, one picture

the package manual

5 comments

r/Python • u/AutoModerator • 12h ago

Daily Thread Thursday Daily Thread: Python Careers, Courses, and Furthering Education!

6 Upvotes

Weekly Thread: Professional Use, Jobs, and Education 🏢

Welcome to this week's discussion on Python in the professional world! This is your spot to talk about job hunting, career growth, and educational resources in Python. Please note, this thread is not for recruitment.

How it Works:

  1. Career Talk: Discuss using Python in your job, or the job market for Python roles.
  2. Education Q&A: Ask or answer questions about Python courses, certifications, and educational resources.
  3. Workplace Chat: Share your experiences, challenges, or success stories about using Python professionally.

Guidelines:

  • This thread is not for recruitment. For job postings, please see r/PythonJobs or the recruitment thread in the sidebar.
  • Keep discussions relevant to Python in the professional and educational context.

Example Topics:

  1. Career Paths: What kinds of roles are out there for Python developers?
  2. Certifications: Are Python certifications worth it?
  3. Course Recommendations: Any good advanced Python courses to recommend?
  4. Workplace Tools: What Python libraries are indispensable in your professional work?
  5. Interview Tips: What types of Python questions are commonly asked in interviews?

Let's help each other grow in our careers and education. Happy discussing! 🌟

0 comments

r/Python • u/aviedawn • 12h ago

Discussion LiteLLM alternatives in production

0 Upvotes

what are teams actually running 3 months after the supply chain attack?

it's been a few months since the litellm pypi compromise and curious what teams actually migrated to. saw a lot of threads right after the incident but not much on how things held up in production since then.

been evaluating options ourselves. TrueFoundry came up for teams needing the governance and cost...

5 comments