Session usage

Astra handled implementation and experiments autonomously, with periodic steering from me on research direction and evaluation.

21.4 helapsed research window
164.3Mtokens processed, including cached input

Elapsed time includes model responses, tool execution, training jobs, waits, and pauses.

Token usage

Token categoryRecorded usage
Cached input156.44M
Uncached input6.99M
Output885K