You're there to make sure the code works. Refusing to let AI code is like a janitor refusing to use a vacuum. They're not taking your job any more than the robot vacuums.

AI opens up new forms of debugging. You can trace through a bug on the OS level and understand what it's really happening - we traced some bugs to how Android handles wifi based around location access on different versions. We give it a 20k line log to reproduce the exact flow when certain bugs happen. We make it write hypotheses on why it's happening and how to fix it, and break that down into logs.

There's plenty of engineering work to do with production code, especially on front end where you're dealing with different manufacturers, multiple cultures (some using , or . as decimal separators), RTL languages, broken abstraction layers, hardware permissions, etc, etc.

Someone needs to fully understand the big picture around how all these pieces go together. AI is still poor with writing larger things. Your uniqueness is in how quickly you can pick up the big technical picture.

> if the AI is writing all the code, what value am I bringing?

What wouldn't an average person off the street be able to do?

I think you're mistaking typing characters on a keyboard for coding. Designing a system is coding. Knowing what refactorings to do to ensure things evolve in the right direction is coding.

Being able to recall all the syntax has lost value due to AI, but designing and leading the feature development hasn't and that can't (yet) be trusted to AI.

I'm not too worried about keeping skills sharp - if I'm ever put in a situation where they become relevant again I'm confident I can just relearn them.

I'm not necessarily a software engineer, but I do a lot of coding for my cybersecurity projects. I find it's very helpful to have AI generate the first "batch" of code, but I do it in a very unusual manner. I don't use agents, I just use an LLM, and I review the code before I ever hit "copy" so I ensure I'm not outsourcing my thinking to a bot.

Anyway, when it comes time to make a project, I first figure out what I want to build. Then I research the steps I would need to take to build it. For example, if I wanted to make a webapp that has a deliberate SQL injection for a CTF, I would need a database, a login page, and a dashboard to navigate to after logging in. For larger projects, I might use AI to help me figure out the components required.

Then I save those notes and then focus on a single component. Continuing with this example, I'll start with the login page. I'll get AI to generate the code on that. Sometimes it doesn't cooperate and makes the SQL query secure, so I have to manually go in there and fix it myself, rather than ask it to redo it again. I get serious imposter syndrome whenever I use AI to generate code, so I make sure I can understand some of it before I run it, and I try to manually fix bugs before I ask for help.

Once all the components are built, I tie them all together and start testing the program.

I have the agent grill me/ask me questions about what has been implemented, often on a fairly technical/granular level of the feature is important enough.This is obviously way slower than just vibing the whole thing and ticking off a passing test suite (that the agent also wrote). But I find that doing this has allowed me to retain most of my problem solving and reasoning skills (which have definitely atrophied).

People are kidding themselves thinking they fully understand what is going on at a deep level for 3-4 (or more) parallel tasks constantly context switching. It's also an anxiety-inducing way to work and has led to a proliferation of agent management tools enabling max efficiency.

Focusing on systems thinking/observability/knowing when NOT to build something/using agents to fix/learn new things quickly seem to be where I see devs still bringing the most value compared to any other cowboy.

I'm one of those people that forces myself to use AI coding tools purely to stay relevant, and I tend to use them for things that are tedious for me to do manually. I'm also the type of person that will spend all day working on my car, which I could pay someone else to do it that has a lift, and could do it in 1/3 of the time. I enjoy programming, as I enjoy working with my hands, and the sense of accomplishment that it results in. That being said, I hate the current status quo, but I also don't have anyone telling me how to do my job, or how many tokens I'm expected to burn.