Field Note
The Human in the loop is not a strategy
Human oversight in AI systems must be designed as a control capability, not treated as a reassuring box at the end of a workflow.
Topic
Event
Event-driven thinking for systems where facts move fast.
Field Note
When the consumer is a machine
Event contracts used to be guidance. With agents on the other end, they're the thing the system actually runs on.
Field Note
Batch vs Streaming is the Wrong Data Architecture Question
The real architectural decision isn't how fast you process data. It's what you choose to treat as a fact, and whether the machines around it can reason about those facts without asking permission.