Tutorial · softwareHow to structure prompts for reliable, parseable LLM output
Flaky LLM output is usually an underspecified prompt, not bad luck. Give the model a role, explicit constraints, worked examples, and a fixed format — then enforce the schema with constrained decoding — so your code parses every response the same way.
Stack Desk · Aug 11, 2026 · 4 min read
