Interactive learning lab
Prompting techniques + Building with prompts · guide 2 of 8

The observable prompt pipeline lab

Pipeline lab · BriefingScene 1 / 7

One node, one kind of work

A chain earns its latency when intermediate state needs inspection or routing.

One node, one kind of work ready.

Predict
Inspect
Verify

Split when output format changes, a quality gate matters, a person must choose, or a classification routes downstream work. Keep the chain short: weak handoffs compound errors.

Observable steps beat one opaque mega-prompt.
Contracts stabilise handoffs.
Every additional call needs a reason.