The Gap
Dispatch 3: Sacrificing to the Algorithm
A field guide to a hiring market that runs like airport security
I. THE SECURITY LINE
You already know this feeling. The anxiety of getting to the airport in time to navigate the complex logistics, with one goal: make it to your gate so you don’t miss your flight.
Of course, you’ve done this a hundred times. The thousands of other people in line with you whose first day on planet Earth happens to be today have not. You know the drill. Laptop out, liquids in the bag, belt in the bin. Except today the agent is waving you through with your laptop in your bag. And the guy behind you just got told to take his out. And the woman ahead of you had her bag flagged even though she followed the exact same procedure that worked fine last Tuesday.
Nobody explains why. Nobody apologizes. At the end of the belt, someone who flies every week turns to a first-timer and asks, “Do you know what’s going on?” The first-timer shakes their head. “I’m so confused.” They’re both confused. The frequent flyer just hides it better.
You gather your things and you move on, because that’s what you do. The system has spoken. You adapt.
Now hold that feeling, that low-grade, weaponized uncertainty, and apply it not to twenty minutes of your morning but to your entire career.
Welcome to the modern job market.
II. THE SCANNER
Every job application you submit passes through something called an Applicant Tracking System before a human sees it. The industry shorthand is ATS. That’s the filter between you and a person reading your resume.
The ATS decides who gets seen. It decides the format of your resume, the keywords in your summary, the acceptable gap between your last job and this application. It decides whether your seven years of documented experience clears the first filter or gives you the dreaded auto-reject minutes after applying—even at 2am.
The vendors sell it as configurable. The HR teams who purchased it didn’t write the filter criteria. They inherited defaults from the last admin who left eighteen months ago. The recruiters don’t have access to the backend. The career coaches charging $300 an hour to optimize your materials are reverse-engineering the spec from job postings, the same way you are.
Think of the last time you walked through an airport scanner and got flagged. You didn’t set it off last week. You’re wearing the same belt. Same shoes. The sensitivity dial got recalibrated between flights and nobody posted a notice. You stand there with your arms up while a stranger runs a wand over your hip and the line behind you watches. There is no explanation. There is no appeals process. The machine decided.
Now imagine the machine is between you and your income, and the people who set the sensitivity dial left the building two firmware updates ago.
III. THE PATCH
The ATS filter criteria change. Nobody publishes the update.
Two years ago the rule was: one-page resume, always. Then: two pages for senior candidates. Now the rule is unclear and the coaches are split and the ATS vendor released a patch in Q3 that nobody in HR read the documentation for. Last week’s optimized resume may or may not clear this week’s filter. There is no explanation. There is only the silence of an inbox that stopped responding.
This is how the job market communicates changes: it doesn’t. The system updates itself on its own schedule. The people inside it find out when their results stop making sense.
If you’ve been through airport security lately, you already know how this works. The government shuts down. The agents keep showing up. They stop getting paid. Eventually some of them stop showing up. The lines get longer. Checkpoints close. And instead of funding the people trained to do the job, the administration sends ICE agents to stand in the terminal. Different agency. Different training. No experience operating the scanners. But they’re there, and the line is moving, and that’s the version of fixed we’re working with now.
The job market runs on the same logic. Companies cut their recruiting teams, then outsource screening to contractors who’ve never spoken to the hiring manager. Or they replace the team entirely with AI and call it a pipeline. The system breaks, and instead of repairing it, someone bolts a new product onto the side and calls it a solution.
IV. THE TERMINAL
Now what if I told you there was a way to bypass “the system.” Let me introduce TSA PreCheck.
TSA PreCheck enrollment happens at Staples. Yes, you read that right. Not at some official government office.
A cubicle in the back of an office supply store, next to the copy center. A contractor scans your fingerprints and passport and you become a Trusted Traveler. The security theater drops its mask and what’s underneath is a folding table next to the printer ink.
When I went through the process, I sat and waited behind a group of nuns. All white. Head to toe. They were getting fingerprinted one by one at the same folding table. Becoming Trusted Travelers under the same fluorescent lights as everyone else. The system does not care who you are. It cares that your prints are in the database. What you get at the end is a nine-digit Known Traveler Number you paste into a text field every time you book a flight. That's it. That's what Trusted Traveler means.
We all know the current version of PreCheck. You pay the money, you get the reward. But let’s go back in time ten years. At the beginning, TSA used to let people into the PreCheck lane who never enrolled. Airlines flagged their frequent flyers, and TSA ran a program called Managed Inclusion that pulled passengers out of the regular line based on behavioral assessment. No application. No background check. No folding table at Staples. If the system recognized you, you walked through the short line.
They shut that down around 2015 after the government’s own auditors found it was barely more accurate than chance. Now everyone pays. But the people who’d been flying through the short line for years already knew how the system worked. They had the networks, the status, the muscle memory of a process that was built around them. Everyone who came after had to start from the enrollment center.
This is exactly how referrals work. Not merit. Not qualification. Proximity to the system during the era when it was being built.
And even when you do pay, the system doesn’t always hold up its end. My PreCheck comes bundled with my Amex Platinum. Same card that gets me into the airport lounge. I paid for it. The background check cleared. The status is in the system. But twice now the boarding pass has shown in my phone’s wallet without the PreCheck indicator. If you have PreCheck, why should you have to check it’s even on your ticket in the first place? Sometimes though, you don’t find out until you’re at the terminal. So you go to the regular line prepared to do the long process. Laptop out. Liquids in the bag. Belt in the bin. After waiting in the wrong line, you finally get to the agent who scans your ID and says sir, you need to go to PreCheck. You’re already cleared. The system had your status the entire time. It just didn’t tell you. Or itself.
You walked the extra two hundred yards and stood in the wrong line because the system that sold you access couldn’t be bothered to print it on the ticket. The correction came after the inconvenience, when you’re already in heightened fight or flight mode because you’re afraid you’re going to miss a rule that everyone else knew about but you. That is the feedback loop in miniature.
Then there’s CLEAR. You don’t sign up for CLEAR in a Staples cubicle. You sign up for CLEAR because a rep walks up to you while you’re standing in the regular security line and offers to let you skip it. For a fee. Right now. While you’re already stuck. They don’t know your travel frequency or your threat profile. They know you’re in a line and you look like you’d rather not be. That’s the entire qualification.
That is the LinkedIn DM from a resume coach you didn’t ask for. You posted about your job search. Or you didn’t post, but the algorithm flagged your activity pattern. Either way, the message arrives: “I noticed you’re looking. I help professionals like you optimize their materials and land interviews. Want to hop on a quick call?” They don’t know your resume. They don’t know your industry. They know you’re standing in the line and you look like you’d rather not be.
Same pitch. Same terminal. Same monetization of the fact that you’re stuck.
V. THE LOOP
A hiring manager posted on LinkedIn this week. Two observations. First: candidates are using AI during live interviews. The oddly structured answers. The slight delay before every response. They can tell. They want messy reasoning. They want to hear the candidate think.
Second: resumes are blurring together. Same layout. Same buzzwords. Same “improved performance by 40%.” They understand optimizing for ATS. But once the resume lands on their desk, they’re a human reading twenty to thirty in a row. Some are so polished they feel AI-generated.
So they ran a few through AI to check.
The AI confirmed they were AI-generated.
Follow the sequence. The ATS requires keyword optimization to clear the filter. The realistic way to optimize at scale is with AI. Candidates use AI to get past the ATS. The resumes arrive looking identical. The hiring manager uses AI to confirm they were written by AI. Then asks candidates to be more human.
The system created the condition. The system is now judging candidates for responding rationally to the condition. Neither person designed the terminal. Both are following posted procedures inside a system that nobody built as a whole.
VI. THE DOCUMENTATION
The process requires your resume, optimized to specification. Your LinkedIn profile, keyword-dense and professionally photographed. Your cover letter, personalized but not too personal, confident but not arrogant, concise but thorough. Your willingness to complete an eight-round interview process for a position that may or may not still exist by the time the final round is scheduled.
In exchange, the ATS will decide.
The documentation is non-negotiable. The decision is non-appealable. The timeline is undefined. The feedback, if it arrives, will say something like “we have decided to move forward with other candidates whose experience more closely aligns with our current needs.” That is the form letter, not an explanation.
There’s a version of this where you keep feeding documents into the scanner and calling compliance a strategy. Where you accept that the sensitivity dial is someone else’s problem and your job is to keep removing layers until you clear the threshold. Belt. Watch. Laptop. Dignity. Whatever it takes.
I am describing that version because most people are living inside it.
The job market is not a force of nature. It is not a scanner that calibrated itself. It is a collection of checkpoints designed by people with names and titles and quarterly earnings calls. The ATS is a product someone sold to them. The eight-round interview is a policy someone approved. The ghost job is a listing someone decided to post and never take down.
Name the people making the decisions. Stop treating a system built by committees as weather.
Or don’t. Keep your belt in the bin and your laptop out and your resume optimized to whatever the spec was last Tuesday. The line will move. It always does. It just doesn’t go anywhere.
Eli Wemyss is a Senior Customer Support Engineer, AT Class of 2025 (trail name: Salt Daddy), Cat 3 cyclist, Nashville, TN. Day 939. Currently in two interview loops at the time of publishing.
This dispatch published at 7:30 this morning. At 8:36, I received a rejection. Two interviews. I felt good about both of them. The reason: “a slightly different skillset.”
I asked for specifics. I said honest feedback is hard to come by after almost 1,000 days without a job, and I’d genuinely value it.
No response yet.
Day 939.