Writeups

Technical writeups on databases and AI ops

Local summaries of field work. Each piece also links to the LinkedIn post it came from.

AI Costs Are the New Cloud Bill

Most AI ops systems route every task through one expensive model. The cheaper path is task-model fit: rules, cache, small models, then escalate.