In July 2025, a developer's Claude Code instance hit a recursion loop and burned through 1.67 billion tokens in 5 hours, generating an estimated $16,000 to $50,000 in API charges before anyone noticed. The agent did not crash. It did not throw an error. It just kept calling tools, getting confused, calling more tools, and silently accumulating cost. Old software crashes. LLM agents spend. This is
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I got tired of sitting on a Rolex waitlist with zero information. No position, no ETA, no way to know if my wait was normal or if I was getting strung along. When I went looking for data, all I found was Reddit threads with hundreds of anecdotes buried in noise. So I built unghosted.io, a structured tracker where collectors submit their wait times anonymously. 550+ reports from 62 countries in the
You're in another app and there's a timer counting down at the top of your phone. You lock the screen and the same timer is sitting there. You swipe down to the Notification Center and it's there too, still ticking. It looks like a notification, but a notification can't tick. That's a Live Activity. It looks like three different surfaces (Dynamic Island, lock-screen banner, Notification Center ent
I kept watching the same thing happen. What I Built It's a 3D interactive sales simulator. I call it a flight simulator for software — except instead of flying a plane, you're walking a non-technical client through the risk inside their own infrastructure. The Map You feed it a simple JSON file describing your client's tech stack. It reads it and instantly draws a floating, 3D web of nodes — s
I Built a Minecraft Mod Where Every Sword is an AWS Service — Here's How We Coded It with AI What happens when a cloud engineer picks up Minecraft modding for the first time? You get swords that invoke Lambda functions, store items in S3 buckets, and auto-scale damage like EC2 instances. Today we're going deep into how I built AWS Swords — a Fabric mod for Minecraft 1.21.1 where every weapon is
At 2:17 AM, my monitoring alert yanked me out of sleep: the customer service bot had suddenly lost its memory. Users were asking “Where is my order?” three times in a row, and it kept asking for their phone number as if they were complete strangers. I opened the logs and saw that ConversationBufferMemory was loading empty message lists. The key was still there in Redis, but somehow deserialization
Ever had users sign up with [email protected] or [email protected]? Disposable email addresses are a headache for any app that relies on real user contact. I built burner-bouncer to solve this — a zero-dependency libra