Schema Infer Developer Workflow Guide

Scenario

When API contracts are undocumented, teams waste time reverse-engineering structure before validation can start. This use case shows how engineering teams can run Schema Infer in a repeatable workflow.

Workflow Steps

1. Collect raw input, define success criteria, and document the context before running the tool.
2. Paste representative JSON samples from your API or data pipeline.
3. Infer field types, optional fields, and nested object structure.
4. Review the generated schema and tighten constraints before production use.
5. Attach output to tickets, docs, or PRs so the procedure can be reused by the team.

Expected Outcomes

• Reduce release risk by shortening validation and debugging cycles.
• Reduce manual variance and increase consistency in recurring tasks.
• Improve cross-team handoffs with clearer input, output, and review standards.