Right now, thousands of brilliant engineers are waking up to an unfamiliar, terrifying reality. People who did everything right—got the degree, climbed the ladder, put in the years— are suddenly staring at their bank accounts, wondering where the next paycheck is coming from.
Wondering how they pay the mortgage. Whether they can cover groceries. Asking a question they never thought they would have to ask: Was any of it ever really secure?
I am not bringing this up to throw it in anyone's face. I am bringing it up because I know exactly how that feels.
I have been living in that exact, visceral state of survival since I walked out of prison in 2023.
I know what it feels like to have the ground fall out from under you. To be brilliant, capable, and hungry—and completely locked out of the economy at the same time. To look at an industry you know you belong in and find every door sealed from the inside.
The senior developer losing their job to automated AI and the formerly incarcerated, self-taught founder trying to break in—we are not enemies.
We are casualties of the exact same system. And the sooner we see that clearly, the sooner we stop competing for scraps and start building something that cannot be taken.
It is not a coincidence. It is the same architecture, running the same logic, on different targets.
You are "redundant." The automated system flags a senior developer's salary as a liability and removes them before a human manager ever reviews the file.
You are "unqualified." The same automated system scans my résumé, hits a checkbox it doesn't like, and auto-rejects me before a human ever reads a line.
Their code gets replaced. AI tools trained on their own labor are deployed to eliminate the job that produced the training data in the first place.
My profile gets suppressed. The same AI that replaces their output buries my signal— unconventional inputs don't fit the distribution it was trained on.
Loyalty discarded. Decades of performance, institutional knowledge, and commitment— gone the moment a quarterly number needs to improve.
Talent ignored. Raw capability and demonstrated skill dismissed the moment a background doesn't fit a corporate checkbox.
Corporations will discard loyalty to save a dollar. They will ignore raw talent if it doesn't fit a neat checkbox.
— The system is not malfunctioning. This is the feature.The era of relying on a corporate safety net is over. Not weakened. Not shrinking. Over.
For the laid-off senior engineer with 15 years of institutional knowledge— and for the self-taught, formerly incarcerated developer who built production architecture from a parking lot—the path forward is the same:
Build undeniable, sovereign value that no algorithm can delete, no HR department can gatekeep, and no quarterly report can eliminate.
Not a portfolio. Not a personal brand. Infrastructure. Things you own. Systems that run whether a corporation approves of you or not. Code that doesn't care about your background check.
The question is whether you build like it.
If this landed for you, send it to one engineer who just got laid off. Send it to one founder who's been told they don't fit the mold. The algorithm will not distribute this for us—so we do it ourselves.