From Full-Stack Firefighting to Self-Healing Agentic Systems
I spent most of my career as a full-stack developer: fixing broken APIs at 1 AM, chasing down race conditions in the frontend, and… Continue reading on Medium »
Virticle Desk · Edited to Virticle Standards
September 30, 2026
4 minute read
The human is the plot.
In short: From Full-Stack Firefighting to Self-Healing Agentic Systems
What moved
 8 min read Just now Press enter or click to view image in full size 
This cleared Virticle’s weekday bar because it looks consequential for someone who is not giving a keynote — not because it won a thread.
Why a human should care
Ask what default, power relation, or daily ritual actually changed. If the answer is still “a demo,” this would not ship on Friday either.
Source
Source → Medium · tag machine-learning
Weekday desk note. The Vertical on Friday remains the letter.
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