Blog

It's no secret that an AI subscription costs less than paying per token through the API. And the difference is substantial: a $100/month Claude subscription can easily be equivalent to $10,000 worth of tokens consumed.

You'd think model providers would be pushing everyone to pay for actually consu...

Or: one opcache, 400 megabytes, and how an AI agent helped me debug it.

I run several WordPress servers. Same hardware, same number of sites. Five years ago, a 2 GB RAM server comfortably handled 15 WordPress installs. Today, it struggles with 5. To host 15, you need 4 GB.

The bottleneck isn't M...

How my agent silently switched to a 4x more expensive model — no warning, no log entry, just a bigger bill.

This week I caught my AI agent burning money on the wrong provider. No warning. No log entry. Just a bigger bill at the end of the month. Here's what happened and how to prevent it.

The se

...