28 articles
Head-to-head tool comparisons — Postman, Apidog, ReadyAPI, Karate, and the rest — scored on CI/CD fit, pricing, and enterprise readiness.
A roundup of test data management tools grouped by job: synthetic generation, masking and subsetting, service virtualization and in-pipeline data. Licence models, what each tool is best at, how we evaluated them and how to choose.
Twenty-one AI testing tools sorted into the five jobs they actually do — spec-driven API generation, traffic recording, UI maintenance, authoring assistants and LLM evals — with what each is good at, what it needs from you and what to verify in a trial.
The 10 best API mocking and service virtualization tools in 2026, compared across spec-driven, standalone stub server, and enterprise virtualization categories.
What an API testing framework actually is, the three real categories to choose between, and a practical decision framework based on team language, CI/CD needs, and who should be able to read the tests.
The 11 best API load testing tools in 2026, compared on scripting language, protocol support, CI/CD fit, and pricing model — free/open source and commercial.
MCP versus REST from a testing point of view — protocol, contract discovery, caller behaviour, error channels, security surface and what your existing API test skills carry over unchanged.
How testing changes between REST, GraphQL and gRPC, and where SOAP fits: contract formats, error semantics, security surface, mocking, observability and tooling, with the same check written in each protocol.
Pact vs Postman for contract testing — what consumer-driven contracts prove that schema assertions cannot, where Postman is genuinely enough, and how to run both.
k6 vs JMeter vs Gatling compared on scripting language, resource efficiency, CI integration, reporting and protocol support — with the same scenario written in all three.
