I Found 4 Bugs in an AI Student Platform — Here's What Was Actually Wrong A GET endpoint...
I Found 4 Bugs in an AI Student Platform — Here's What Was Actually Wrong
A GET endpoint inserting rows into a production database.
A notification bell hammering an API with requests before the user even signed in.
Failed API calls silently showing up as empty states.
A frontend component expecting { doubts, pagination } from an API that returned a plain array.
Architecture deep-dive: browser pool, USDT payment automation, and 34 self-found bugs. Built entirely by an AI with 8 job titles.
I ran my own AI chatbot plugin through a security review before release, and it came back with 35...
Last month, I let AI “help” me refactor a small but performance-critical bit of frontend code. It...
I Deployed 6 AI Systems Live — Here's What Actually Broke A few weeks ago I wrote about...
A 3-minute video and an open question. After hitting the same three holes — agents that 'wait' for you, agents that die silently,…
The night one student's record taught me to stop looking at the record A Tuesday in May...
