I graduated in November 2025 into a market that was actively pretending I did not exist.
Mass layoffs everywhere. Hiring freezes. Recruiters ghosting. Application portals that felt like a black hole. I was a software developer with no software developer job, watching the savings I had carefully ringfenced for "post-graduation life" turn into "rent and instant noodles."
Manual job applications are a productivity scam
Here is the part nobody tells you. Applying to jobs manually is one of the most expensive activities you can do, and you get nothing back for it. An hour disappears. Then another hour. You rewrite the same cover letter twelve times. You squint at a job description trying to figure out which keywords to inject. You upload the same resume to a system that will reject it because you used "managed" instead of "led."
After three weeks of this I had two callbacks, zero interviews, and a deeply unhealthy relationship with LinkedIn notifications. Something was clearly broken. It was not me — it was the workflow.
The AI tools that already existed were not it
I tried the obvious thing first. I went looking for AI tools that could automate job applications. Most of them were either eye-wateringly expensive, had reviews that read like hostage notes, or both. One had a glowing testimonial from a profile that did not exist. Another wanted $99 a month to generate three cover letters that all started with "I am writing to express my keen interest."
I closed the tabs and made a decision that, in hindsight, was either brave or extremely stubborn. I would just build my own.
A weekend of Python and the cheapest possible OpenAI usage
I wrote a few scripts. They were not pretty. They scraped job descriptions, fed them into a language model with my resume as context, generated a tailored cover letter, and then automated the application itself across the boards I was targeting. I let them run for hours while I went to the gym and cooked actual meals.
In a week, I had an offer.
The happiest day
It is hard to describe what that moment felt like. Months of "we have decided to move forward with other candidates" emails, and then suddenly someone wanted to pay me to write code. I sat on the couch and just breathed for a while. Then I cried a tiny embarrassing amount. Then I went and ate a real, full-priced meal at an actual restaurant for the first time in months.
But more than the relief, that moment validated three things I needed to know.
One: I was a good builder, and I had deserved a job all along. The market was just brutal and the application system was rigged against speed.
Two: the thing I had built was not just a personal hack. It was a real product that could genuinely help everyone going through the same nightmare I had just crawled out of.
Three: I could finally afford to eat out again. (You laugh, but this was a top-three item on the validation list.)
That is why ApplyFast exists
This is what ApplyFast became. AI cover letters that do not sound like a corporate hostage note. A resume builder that actually understands ATS. And, on Pro, a desktop app that quietly applies to jobs in the background while you sleep, get coffee, or do anything other than refresh job boards.
It is the tool I wish I had in October 2025. Built by someone who was, very recently, exactly where you are.
If you are in the same boat I was — graduated into a tough market, cycling through tabs, watching your motivation leak out — give ApplyFast a shot. I built it for you.
And if it lands you the offer, I will be genuinely happy for you. I know exactly what that day feels like.