Field notes / 02
Built, measured, written down.
Practical notes on agent architecture, cloud data systems, and the production details that usually get edited out.
Cutting Claude Code token use by 87%
The architecture change mattered more than the prompt.
The government API did not exist
Seven production lessons from turning static archives into a reliable data pipeline.