Is AI okay for scaffolding for resume work?
Posted by coaaal@reddit | learnprogramming | View on Reddit | 8 comments
I'm not sure where else to post this, so I apologize if this is the incorrect reddit for it.
For the past 8 years I have been a developer for a decent size apparel company where I help manage the order fulfillment stack. It's very involved with multiple integrations and vendors and blah blah blah.
My issue is that I became a dev at the company so my pay is less than my peers who got hired as a developers. I started as a Photoshop kid and automated myself enough that they moved me to a dev roll. I recently got promoted to Software Engineer 2 and am sitting at 78k a year now, which I am proud of. I kind of feel greedy wanting more, but my family could really use the additional income.
The biggest issue is that my son is medically complex and we just got kicked off of medical so all of my raise(5k) and some, is going to his yearly checkups until I meet my deductible. We thought we were going to get ahead, and then bam, the big man shot us back down. The promotion raise feels more of a cost of living wage increase, since I have had recent years without any raise.
I'm sitting here right now contemplating on how I have no real work to show, as all of my full stack repos I have created and or worked on are proprietary. Note that none of my work up until now has been AI absent. The past year I started asking direction from AI for some things, but never full on implementations.
My big question is that if I use agents to lay the scaffolding for a decent sized project, but do the majority of the coding thereafter, would that still show recruiters that I know what I am doing or would it even matter since AI made the initial commits to the repo?
For my day job I use GCP, AWS, python/web2app, typescript/react, and Ruby on Rails with PostgresQL and NoSQL. I have also been working on a video game late nights using Unity and C#, where I a plan on releasing my game at the end of this year. That code is also proprietary as my goal is to ship it and make some money off of it, although that may not be reality.
However, I want to branch out to a strongly typed language to show what I am capable of. What I want to do is create a headless backend api using ASP.NET and a frontend using NEXT/React to showcase my skills. The plan is to create a playground for game developers to theory craft their character stats and then to play out simulations to help balance their games. It will visualize growth/progression curves, battle simulations, and allow for custom function implementations.
If I use a coding agent to scaffold both projects(frontend and backend) and get the initial endpoints and architecture implemented, would this still look like a good project on a resume? I still need to be the one that sets up the cloud environments and properly handle keys and buckets and implement the core business logic. It also takes a good eye to ensure proper techniques are used such as SOLID principles and various architectural decisions.
There's just not enough time to do everything I need to do to get ahead financially in life. Thoughts?
desrtfx@reddit
There is absolutely nothing wrong with using AI for scaffolding. That's one of its best use-cases.
I'd even go as far as to declaring what it had been used for - at least in the repository.
In today's world, being able to use AI to your advantage, not as a substitute, has nearly become a must.
coaaal@reddit (OP)
Thanks for the feedback. Scaffolding was one of the most enjoyable parts of coding for myself. Starting on a new project and figuring out framework behavior and expectations is always fun. I have a start to this project thanks to an agent, so I am going to take the next week to get really intimate with its configurations and decisions.
rajat_codes@reddit
It is completely valid to feel the weight of your family’s financial needs, especially with the added complexity of medical expenses. Transitioning from a designer role to a Software Engineer 2 title while managing a complex order fulfillment stack is a significant achievement.
To answer your core question: Yes, using AI for scaffolding is not only "okay" but is increasingly viewed as a standard workflow for senior-level efficiency. Recruiters and hiring managers are generally more interested in your ability to architect a solution and deliver business value than whether you manually typed every line of boilerplate code.
Great_Garlic1215@reddit
Yea you can use ai but always it should be in your knowledge while using it
BeauloTSM@reddit
You don't need to disclose on your resume whether or not you used AI for a particular project
coaaal@reddit (OP)
True. I'm an honest Abe kind of guy, so if it comes up I would be upfront about the extend in which I used it. Thank you for your thoughts.
bootyhole_licker69@reddit
use ai for scaffolding, just be honest if asked and know the code deeply. market is so bad anyway
coaaal@reddit (OP)
Yes, I plan on ensuring I understand every inch of the code base. Thank you for your feedback.