Spring AI: Testing MCP Tools
Testing Model Context Protocol (MCP) tools in Spring AI is essential to ensure that tools are correctly registered, discoverable, and invocable by MCP clients. Unlike LLM-generated...
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Testing Model Context Protocol (MCP) tools in Spring AI is essential to ensure that tools are correctly registered, discoverable, and invocable by MCP clients. Unlike LLM-generated...
Testing GET requests is a fundamental part of API automation, ensuring that endpoints return the expected data and status codes. With REST Assured in Java, sending GET requests wit...
Line coverage tells you which code ran. Mutation testing tells you whether your tests would actually catch a bug. Here is how to close that gap with PITest — the fastest mutation t...
Testing is an essential step in the API development process to ensure that APIs are working correctly. There are multiple HTTP methods in RESTful APIs, including POST, GET, PUT, PA...
Learn how to perform parallel testing with Gradle and understand why this is well-suited for speeding up independent test runs. The post Parallel Testing With Gradle and JUnit 5 f...
In Parts 1-3, we talked about why LLMs fail and how to categorize those failures. Now comes the hard part: actually testing for them. Not with theoretical benchmarks, but with the...
API testing has become increasingly popular in recent times. Since it doesn’t involve a UI, it is generally faster and easier to execute. This makes API testing a preferred choice...
Part 2 of 3 — coroutine testing, consumer simulation, binary compatibility, and Maven CentralContinue reading on ProAndroidDev »
Hello guys, a lot of you emailed me to share sample questions for 1Z0–830 exam or Java 21 certification exam and free coupons for my Udemy course “1Z0–830 Java SE 21 Developer Prof...
Every experienced developer has been there: a test suite that passes on your machine but fails in CI, a green build that hides a broken integration, or a test that's so tightly cou...
Testing is learning through questioning and acting upon questions and answers. The importance of our questions and their answers determines testing value. There is a truth hidden b...
Cursor, Copilot и другие AI‑инструменты обещают быстро закрыть рутину с unit‑тестами: сгенерировать кейсы, расставить моки, добавить ассерты и поднять покрытие. Но зелёные тесты ещ...
Running multiple instances of a Spring Boot application can be beneficial for testing interactions, configurations, and resilience patterns. With IntelliJ IDEA, we can quickly set...
Всем привет! Меня зовут Михаил, я работаю главным экспертом в ОТП Банке.Я люблю тестировать свои решения и почти всегда пишу unit- и integration-тесты. Но вот с нагрузочным тестиро...
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