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AI Engineering track

Structured Outputs

JSON schema, function schemas, validation and type-safe model output.

6 concepts4 labs
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Concepts

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Work through the concepts in order, or jump to what you need.

1

Structured Outputs Overview

Concept · Hands-on lab included

2

JSON Schemas

Concept · Hands-on lab included

3

JSON Mode & Enforcement

Concept · Hands-on lab included

4

Validation & Repair

Concept · Hands-on lab included

5

Schema Design for LLMs

Concept · Hands-on lab included

6

Type-Safe TypeScript

Concept · Hands-on lab included

Practice

Hands-on labs

Apply what you've learned in guided, production-style environments.

Browse all labs

Validate a Structured Reply

25 min · beginner · Structured Outputs Overview

Repair-Rate Tuning

35 min · intermediate · Validation & Repair

Nested Schema Validation by Hand

30 min · intermediate · Schema Design for LLMs

Schema → Type → Guard One-Pager

30 min · intermediate · Type-Safe TypeScript

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DevOpsForge - AI Engineering · Structured Outputs
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