How to get reliable JSON and structured outputs from LLMs

Study Schemaform, prompting for machine-readable outputs you can validate and retry with JSON schemas, field constraints, validation loops.

  • Difficulty Intermediate
  • Parts 10
  • Stack JSON schemas, field constraints, validation loops

What you are learning

Schemaform is prompting for machine-readable outputs you can validate and retry. The teaching focus is Structured output (JSON schemas, field constraints, validation loops).

Work in order. Early parts set vocabulary and environment; later parts assume the earlier checkpoints.

How to use these lessons

Read the goal, open the matching GitHub folder, complete the lab or exercises, then return for the explanation. If a command fails, check you are in the numbered folder first.

Open the Schemaform GitHub repo โ†’

Parts in order

Each chapter below is one checkpoint in this track.