Blog 385 posts

Notes from the trenches on AI engineering, LLM apps, and the full-stack work that holds it all together.

I run status reports by voice in ChatGPT. Here is the folder scaffold that makes it repeatable.
4 min read

I run status reports by voice in…

ChatGPT Voice plus Projects can turn a spoken update into a Markdown draft, a finished PDF, and a team handoff without touching the keyboard. The trick is scaffolding folders once.

Flock's ALPR network hit 20B scans a month. Then officers started stalking exes.
6 min read

Flock's ALPR network hit 20B scans a…

At least 50 U.S. police officers have been accused of misusing Flock Safety's license plate readers, including 46 on Flock's own network. A Roseville audit found 71% false alerts. If you ship AI in production, this is what happens when access controls lag behind scale.