dropthejase bolts a flight recorder onto the AI

The hardest question about any AI system in production is what it actually did: which requests failed, which model calls or tool runs went sideways. dropthejase wired this fork into CloudWatch, Amazon's monitoring service, so every request now reports its outcome as a tracked figure you can alarm on, and the route it took gets logged plainly.

The bigger move is turning on span-level tracing - a record of the individual steps inside a single request, the model calls and tool executions in sequence, so you can follow the chain instead of stitching it together after the fact. It's sampled lightly by default to keep monitoring costs down, with a documented dial to push it to full coverage when you need it.