Field notes
The thinking behind
the implementation.
Notes from building things: what the system needs to do, where the hard parts are, and why a particular design made sense.
Filter before you ask the model
How Coldstart separates cheap decisions from expensive ones in a job-matching pipeline.
Keep the heavy work out of the request
A queue-based design for splitting, transcribing, and summarizing long recordings.
Match-state correctness before more workers
The reasoning behind a single-worker, multi-thread deployment for SimCricketX.