Most engineering teams are trained to think about failures the wrong way.
We look for crashes.
We look for exceptions.
We look for alerts.
We look for red dashboards.
Most engineering teams are trained to think about failures the wrong way. We look for crashes. We...
Most engineering teams are trained to think about failures the wrong way.
We look for crashes.
We look for exceptions.
We look for alerts.
We look for red dashboards.

Tool-calling failures rarely look like crashes. They look like a 95% success rate that quietly compounds into a 66% one. Most of…

In the previous post, we wrote about a very small failure mode: an AI operator said a task was done,...

The scariest AI agent failures don't trigger alerts. They look like success. Here's a 7-dimension...

Every agent failure follows a pattern. Once you know the patterns, you can catch them before they do...

We've been watching AI coding agents fail in production for long enough that we started keeping a...

Tool-selection accuracy logs 1.0 while the task fails. Here's why one number hides three different failures, and the four-layer…