I built Human, Actually partly out of frustration, partly out of anger, and partly because I needed it myself.
That probably sounds dramatic, but it is the truth.
At the time, I was feeling increasingly unsafe and mistreated in my job. Whether that feeling was fully justified or not almost does not matter. What mattered is that I could feel the ground shifting under me, and I knew I needed to be ready. I needed to start applying for jobs, and not casually either. I needed to apply to a lot of them.
The problem is that applying for jobs in 2026 is nothing like applying for jobs used to be.
Back in 2012, the market felt completely different. Recruiters approached me all the time with roles that actually sounded good. When I applied for things, I had real options. I could choose. I could compare offers. At one point, I had eBay, Google, and Yahoo all competing for me.
That was real.
Today, you find a job posting, get a little hopeful, click apply, and then notice there are 1,167 other applicants.
That number is not encouraging.
Then there is the other part of the problem: a lot of recruiters have been laid off, and the people who are still there are overwhelmed. So what happens? The first pass is not really being done by humans anymore. It is being done by machines.
Everybody talks about “the job market” in vague terms, but the dirty secret is this: a huge number of applicants are not losing to better candidates. They are losing to filtering systems.
ATS. Applicant Tracking Systems. That is what I meant. I momentarily blanked on the acronym because frankly I am not in love with them.
And the modern job application process has basically become a two-stage rocket.
First, you have to make it past the automated screening system.
Then, if you are lucky, you have to look compelling enough to a human being who is probably scanning your resume quickly while juggling fifty other things.
If your application dies in stage one, none of the rest matters.
That is the reality.
So I decided to fight the machines with a machine
That is where Human, Actually comes in.
I built it to help people create better, stronger, more targeted job applications without the usual fluff, nonsense, and fake “career coach” energy that infects so many tools in this space.
Here is what it does.
You give it the job description you want to apply for.
You give it your base resume.
Then, if you want, you can also give it your website, portfolio, GitHub, notes, writing samples, or anything else that helps paint a fuller picture of who you are and what you can actually do.
From there, the system analyzes everything.
It looks for alignment between your background and the job.
It looks for missing evidence.
It looks for the places where a role is asking for something important, but your current materials do not clearly show it.
And that part matters, because sometimes you really do have the experience. It just is not written down properly. It is buried in an old project. It is on your website but not your resume. It is in your head. It is in the work, but not in the wording.
So Human, Actually fills that gap by generating targeted interview-style questions for you to answer.
That way, the system can learn more about you before it writes anything.
Not fake things.
Not invented things.
Real things that belong in your story but may have been missing from your materials.
Once it has all of that, it generates a custom resume designed to do two things:
- Make it through automated screening systems
- Still read well to an actual human being
That second part is important to me.
I did not want to build a keyword-stuffing machine that creates robotic garbage. I wanted something that could improve your odds without turning you into a synthetic corporate mannequin. The goal is to make you look as strong as you truthfully are, not to lie, exaggerate, or spray buzzwords all over the page.
The point is to help people present themselves properly in a broken system.
Why it is free
This is important.
Human, Actually is free to use.
There is no subscription.
There is no weird catch.
There is no “free for now” fake generosity before the paywall slams shut.
The only thing you need is your own API key for the AI model you want to use.
That means you pay for your own tokens directly, whether that is OpenAI, Anthropic, or Google Gemini.
Why did I set it up that way?
Because if I paid for everyone’s usage myself and thousands of people started using the site, I would end up with a truly horrifying bill. A couple of dollars here and there for one person is manageable. A couple of dollars multiplied by many thousands of users is not.
So I made a very deliberate choice: I would build the tool, make it available, and let people bring their own key.
For an individual user, that cost should be low. A few dollars here and there. Nothing ridiculous.
And beyond that, I do not want to monetize desperation.
I do not want to charge unemployed people $29 a month to feel hopeful.
I do not want to build some creepy funnel around job seekers who are already stressed out.
I just wanted to make something useful.
I am not harvesting your life
Also worth saying clearly: I am not interested in hoovering up your personal information.
I am not building some data-extraction machine disguised as a helpful product.
I am not trying to collect your private career history so I can do who-knows-what with it later.
The point of this project is simple: help people make stronger applications and hopefully improve their chances of finding work they actually want.
That is it.
This project also shows what I can do
There is another layer to this, and I may as well be honest about it.
Human, Actually is also an example of the kind of thing I can build.
It is not just a concept. It is not just a deck. It is not just a thought experiment about AI.
It is a real web application built around a real problem using multiple AI systems, including OpenAI, Claude, and Google Gemini. You can even choose which one you want to use.
So yes, this tool is meant to help job seekers.
But it is also a proof point.
It shows how I think.
It shows how I design.
It shows how I use AI in a practical way to solve messy real-world problems.
And if a recruiter or hiring manager lands here and likes what they see, well, that would not exactly upset me.
Why the name matters
I called it Human, Actually because that is the whole point.
Job applications have become a battle between people and systems that increasingly flatten people into crude patterns, keyword clusters, and automated yes-or-no decisions.
I do not think the answer is to become more robotic.
I think the answer is to use these tools strategically while preserving the thing that matters most: the human being behind the application.
That is what this is about.
Helping real people present themselves more clearly, more credibly, and more effectively in a process that often feels dehumanizing.
Try it
So if that sounds useful to you, give Human, Actually a try.
And if something breaks, if something feels off, or if you have ideas for how it could be better, tell me. I mean that. This thing exists because I wanted it to exist, and I would love for it to become more useful to other people too.
And if you happen to be a recruiter, hiring manager, or employer who found your way here and thought, “whoever built this seems like someone I should talk to,” find me at ai-created.com
I would love to talk!
Thanks for visiting.
And thanks for trying Human, Actually.