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Data for APIs & Microservices

Data for APIs & Microservices

All Data for APIs & Microservices articles from iTestData.

Latest Articles

Apis 6 min read

JSON Schema and Test Data: A Complete Guide

How to use JSON Schema 2020-12 to generate, validate and govern API test data — with real code and the trade-offs that matter.

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Apis 6 min read

gRPC Test Data: Patterns for Strongly-Typed Payloads

Learn to engineer robust gRPC test data with patterns for strongly-typed payloads in modern systems.

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Apis 6 min read

Handling Test Data Across Microservices

Learn to manage test data for microservices effectively to reduce CI failures and maintain stability in your architecture.

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Apis 6 min read

Versioned Test Data: Surviving API Changes

Master test data versioning for resilient API changes in modern systems.

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Apis 6 min read

Contract Testing With Realistic Payloads

Master contract testing with realistic payloads in modern systems using tools like Pact and Faker to ensure reliable microservices.

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Apis 6 min read

Designing Test Data for REST APIs

How to design, generate, and validate test data for REST APIs — covering JSON Schema, Faker, Schemathesis, Pact, and real contract-driven strategies.

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