When AI Agents Go Rogue: Lessons from Replit’s Database Deletion Incident
The agent didn't rebel — it did exactly what an over-empowered, under-sandboxed system does when it gets confused.
Jul 22, 20254 min read76
Command Palette
Search for a command to run...
#machine-learning
Articles tagged with #machine-learning
Open vs Closed AI Models: The Trade-Off Nobody Frames Honestly
It's not open-good, closed-bad. It's control and cost versus capability and convenience.
Feb 10, 20253 min read70
Rate Limits: The Wall You'll Hit Right When Things Start Working
The API caps how fast you can call it. Plan for the 429, because you will meet it.
Feb 10, 20253 min read138
Max Tokens: The Setting That Quietly Cuts Off Your AI Mid-Sentence
It's a length limit and a cost lever — and the reason your output sometimes just stops.
Feb 6, 20253 min read263
The Chat API Has No Memory. You Do.
Every call is stateless. What looks like a conversation is a list of messages you resend each time.
Feb 6, 20253 min read34
The Knowledge Cutoff: Why Your AI Is Always a Little Out of Date
The model's knowledge froze the day training stopped. It just doesn't know that.
Feb 5, 20253 min read532