Extraction ✦ 65outlineNot a production recipe — calibrate thresholds

SDE mini→verify cascade

Who: Extraction pipelines. Steps: Cheap extract → Jev verify fields → escalate reasoning model. Expected effect: Cost/quality tradeoff (cookbook-reported).

Source: https://docs.typesafe.ai/cookbooks/sde_cascade ↗ Docs / source ↗

Treat this as an outline — adapt state and questions to your data.

Implement in code — call System One / Jev; compose answers yourself.

Gate on confidence — act, confirm, or escalate before side effects.

Outline sketch

Prompt

# SDE mini→verify cascade
State: relevant software state for this pattern.
Ask: Choice / Score / Noul questions that close the decision space.
Then: compose the route or action in code; escalate when confidence is low.

Needs access to: typesafe-sdk

Who it's for

Extraction pipelines

Steps / how it's set up

Steps

Cheap extract.
Jev verify fields.
escalate reasoning model.

Sources

https://docs.typesafe.ai/cookbooks/sde_cascade

Metrics and demo claims are author-reported or cookbook-reported unless you measure them yourself. Calibrate on your data.

Expected effect

Cost/quality tradeoff (cookbook-reported)

Unofficial outline for learning. Paraphrased from public docs and tutorials — not a production recipe. Review sources before you automate anything.