Software engineering, AI systems and technical paper reviews.
An MVP that holds up in a demo with three users isn't an MVP that holds up in production. Plaintext data, broken permissions, a fix that broke five others — what I found opening a codebase built fast with an AI coding tool, and the rule I use now before deciding whether to patch it or rip it out and start over.
An Italian streamer shipped a social network built entirely by AI for forty euros, and its admin panel was one URL away from anyone. He knew the risk and shipped anyway — which is the part worth talking about.
I write about the backend×AI wedge — wins and failures included. Follow along, or say hi.