Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace Staff ML Engineer jobs? · Latest report #dx57yzcq
Your job has an expiration date
May 24, 2028
In 1 year, 7 monthsYou build the models that will eventually articulate your own layoff.
Staff Engineer, navigating complex LLM constraints and client indecision.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Systemic logic without the expensive human meetings.










help!youAI▸ ARCHITECHT-OS V9.2▸ RARITY · UNCOMMON▸ DEPRECATION IN 1 YEAR, 7 MONTHSAI's Special Power
automates full architectural refactoring overnight
You translate business needs into technical architecture and refine LLM inference paths for clients.
The one thing AI can't do
You can sense when a client's request is physically impossible before the code is written.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 4
AI agents begin drafting initial requirement documents based on client logs.
Month 5
Adaptive compilers automate the quantization and pruning of your model weights.
Month 10
Neural nets design the system stacks that you used to sketch.
Month 15
Synthetic agents now score model performance better than human reviewers.
Month 19 · D-Day
The system self-updates and no longer requires a human supervisor.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 98%
4 to 1
Coffee per commit ratio
88 percent
Client requirement drift
12 per day
Architecture diagram iterations
Your severance
One free API key for our most expensive tier.
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