On Monday, 16 February 2026 10:00:43 Greenwich Mean Time Abhijith PA wrote:


> By February 19th Org lists will be announced by GSoC and intern
> candidates will be going through the submissions.
> 

Thanks for letting us know. I finished the proposal. Christian Kastner will be 
mentoring with me together the GSoC.

> So by 19th will be super perfect, and Okish if you can submit in that
> week. If its too late, we won't be getting proposals from interns.

I spoke with Christian over the proposal and implemented his feedback and 
assume that this is the final proposal.

https://lists.debian.org/debian-ai/2026/02/msg00202.html


--- BEGIN PROPOSAL ---

Title: "DebNet: Visualising the Bus Factor – Graph Analysis of Debian's
Infrastructure"

Description:
Debian has more than 70.000 packages in the archives, which are all held
together by a decentralised community of a few thousand volunteers.
DebNet aims to visualise the resilience of the archive by modelling the
archive as a graph. You will collaborate with mentors to define specific KPIs
(e.g. Bus Factor, Centrality, ...) to evaluate archive health. The goal is to
identify critical packages that are abandoned or rely on too few maintainers
which need more support. You will build a FastAPI application to provide all
analysed data through HTTP endpoints. This project offers the chance to
actively shape how we detect single points of failure
within the distribution.

Confirmed Mentor: Christian Kastner, Arian Ott
How to contact the mentor: Christian Kastner <[email protected]>, Arian Ott 
<[email protected]> 
Confirmed co-mentors: Debian AI Team <[email protected]>
Difficulty Level: hard
Project Size: 350h
Deliverables of the project:
  - FastAPI backend (which does all the analytics etc.)
Desirable skills:
  - Foundational knowledge of Graph Theory
  - Python programming
  - Basic knowledge of SQL
What the intern will learn:
  - Using Graph theory to analyse the debian archive
  - Building secure and performant FastAPI applications
Application Tasks:
  - Solve the tasks from this repo: 
    https://salsa.debian.org/Arian-Ott/debnet-application-tasks
Related projects: None (maybe UDD?)
AI usage Policy: All contributions should be created by the student.


--- END PROPOSAL ---

Sorry again for all the chaos.. I messed up the timeline a bit.
Christian would be representing Debian towards Google for this GSoC.

If you need anything from me, just let me know. You can also ping me in the 
IRC.

Thanks again!!

Best,
-- 
Arian Ott
[email protected]

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