Mailman 3 November 2025 - GSoC-general

Re: GSoC 2026 Inquiry: Strategic Preparation for C/C++ Integration in Python Sub-Projects
by Harshith .C Nov. 29, 2025

Nov. 29, 2025

Dear PSF GSoC Administrators and Mentors, Thank you for the prompt response and the clarification regarding the need to mention specific sub-organizations. Based on my background in *C/C++* and *Python*—specifically aiming to utilize my C++ skills to contribute to performance-critical components—my primary interests within the PSF ecosystem are currently focused on the following projects: 1. *LPython (Ahead-of-Time Compiler):* This project presents an excellent opportunity to apply my C/C++ skills directly to the compiler's core logic for optimization and speed. 2. *PyData/Sparse (N-Dimensional Sparse Arrays):* This area requires deep optimization and memory management, making it an ideal fit for leveraging C/C++ to improve performance beneath the Python interface. My goal remains to begin technical contributions and establish a reliable track record with one of these projects well ahead of the formal application period. Could you now please direct me to the most useful resources for new contributors specifically for *LPython* and *PyData/Sparse*? I am looking for: 1. The dedicated *community channels* (mailing lists, chat/Matrix/Slack) for LPython and PyData/Sparse mentors. 2. Their specific *contributor guidelines* and location of *introductory tasks* (e.g., "Good First Issues"). Any guidance you can provide for connecting with the maintainers of these specific sub-organizations would be greatly appreciated. Thank you again for your time. Sincerely, Harshith C

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Applicants: please include the sub-org in your proposal title
by Terri Oda Nov. 28, 2025

Nov. 28, 2025

Hey all, Quick reminder: Python is an "umbrella organization" in GSoC which means that we're a collection of smaller "sub-orgs" grouped under a single banner. Please make sure to include the name of the sub-org you're applying to in the title of your gsoc application as it shows in Google's system so we can make sure the correct mentors see it and evaluate it. Python gets a lot of applications and a lot of very spammy AI-generated proposals, so it's very easy for things to get missed or marked as spam if you don't include the sub-org name somewhere. For more application instructions, please see here; https://python-gsoc.org/#apply Terri PSF Org Admin

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GSoC 2026 Inquiry: Strategic Preparation for C/C++ Integration in Python Sub-Projects
by Harshith .C Nov. 18, 2025

Nov. 18, 2025

*D*ear Python Software Foundation GSoC Administrators and Mentors, My name is, and I am actively preparing to submit a Google Summer of Code (GSoC) proposal through the Python Software Foundation for the 2026 cycle. I am reaching out early because I plan to focus my contribution efforts on the highly specialized, performance-critical sub-organizations within the PSF. Given my strong proficiency in both *Python* and *C/C++*, I believe I am uniquely suited to assist projects that require bridging the gap between high-level accessibility and low-level execution speed—for instance, in areas like compilers (e.g., *LPython*) or numerical array libraries (e.g., *PyData/Sparse*). My goal is to begin contributing immediately to these specialized projects to establish my technical understanding and commitment well ahead of the formal application window. To ensure my initial engagement is productive and aligns with community expectations, could you please direct me to the best starting resources? Specifically, I am seeking: 1. The primary location where the PSF hosts its complete list of current and prospective sub-organizations and project ideas for 2026 preparation. 2. Any general documentation or guidelines covering the expected contributor workflow (Git standards, Python style guides, etc.) for new GSoC applicants. I am committed to making meaningful code contributions this winter and look forward to engaging with the mentors in the coming months. Thank you for your guidance. Sincerely,

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GSoC 2026 Inquiry: Request for Python Software Foundation Contributor Guidelines
by Harshith .C Nov. 11, 2025

Nov. 11, 2025

Dear Python Software Foundation GSoC Administrators and Mentors, My name is Harshith.C , and I am initiating my preparation for a Google Summer of Code (GSoC) 2026 application through the Python Software Foundation. I am particularly interested in projects within the PSF ecosystem that leverage high-performance computing and C/C++ integration, such as those related to compilers (like *LPython*) or low-level performance libraries (like *PyData/Sparse*). My background in both *C/C++* and *Python* allows me to effectively bridge the gap between performance optimization and accessible high-level scripting, which I believe is a strong fit for these specialized sub-projects. I am eager to begin code contributions now to establish my track record. To ensure I adhere to the PSF's contribution standards, could you please direct me to the most useful resources for new GSoC contributors, specifically: 1. The location of the most current list of participating sub-organizations and project ideas for 2026 preparation. 2. The general process and location for finding *contributor guidelines* and introductory tasks for these sub-organizations. I look forward to engaging with the community soon. Thank you for your guidance. Sincerely, Harshith.C

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