Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace ML Platform Engineer jobs? · Latest report #etr5q2mq
Your job has an expiration date
May 24, 2028
In 1 year, 7 monthsBuilding the tools to automate yourself out of a six-figure job.
Professional breaker of Kubernetes and dreamer of GPU clusters.
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
The infrastructure that manages its own lifecycle.





toast.youAI▸ DEVOPS-NEXUS CORE▸ RARITY · UNCOMMON▸ DEPRECATION IN 1 YEAR, 7 MONTHSAI's Special Power
deletes your legacy config files instantly
You build infrastructure to train models that will eventually write your deployment scripts better than you ever could.
The one thing AI can't do
You are the only one who knows why the production cluster is screaming at 3am.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 4
AI assistants start writing your boring Terraform modules without mistakes.
Month 4
Adaptive agents handle infrastructure provisioning based on real-time traffic.
Month 8
Models detect and fix their own dependency hell and config drift.
Month 13
The system pushes updates directly to prod without human oversight.
Month 19 · D-Day
Your access tokens are revoked as the platform becomes fully self-managing.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 95.2%
99.99%
Pipeline uptime percentage
too high
Average cluster cost
infinity
Time spent debugging K8s
Your severance
A lifetime subscription to our API documentation.
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