Integration tests eat hours. Claude Code in your terminal reads failures, explains root causes, and proposes minimal fixes. You stay the conductor, not the driver. #ClaudeCode #IntegrationTesting #VibeCoding

🚀@Sql or @SqlGroup allows you to preload test data to perform reproducible tests. It allows: ✅Insert test data ✅Clean up tables ✅Reset database state #SpringBoot #IntegrationTesting

For the AZ-400 exam, the most effective way to ensure a consistent state for integration testing against a SQL Server database is to automate a database restore from a backup before each test run. #AZ400 #AzureDevOps #IntegrationTesting #CICD #Automation #TechTips #KodeKloud

✅ Smarter integration testing for stronger validation and faster releases As enterprises accelerate their #DigitalTransformation journeys, traditional integration testing models often fall short. Manual processes, high effort, and missed edge cases make it difficult to keep pace with growing complexity. This blog explores why legacy integration testing approaches are no longer sufficient and how an #AI‑driven, intelligent testing model enables QA teams to expand coverage, reduce effort, and mitigate risks across the critical last mile of integration testing. If you are managing complex integrations and want to scale quality without increasing effort, this is a must‑read. 👉 Read the full blog here: techmahindra.com/insights/vi… #ScaleAtSpeed #IntegrationTesting #AIinTesting #EnterpriseIntegration #DigitalQuality

Day 75: Production Integration Tests 🔥 Both services backend and ai service were live. So I tested them together in prod. Found & fixed 5 real bugs. ✅ Fixed missing AI_SERVICE_URL (RAG was calling localhost 😅) ✅ Fixed missing JWT_REFRESH_SECRET (auth refresh broken) ✅ Fixed BACKEND_URL pointing to localhost ✅ Fixed scheduler crash loop (stale Prisma connection) ✅ Fixed login returning 500 → now proper 401 Now: - Backend health ✅ - RAG health (Qdrant) ✅ - Auth flows ✅ - Vector search end-to-end ✅ - Scheduler stable ✅ Updated CI/CD so these envs can’t go missing again. Stats: 5 bugs found, 5 fixed, 0 downtime, 2 services finally talking 🤝 #BuildInPublic #100DaysOfCode #SaaS #Azure #DevOps #IntegrationTesting 🚀

Do CI/CD tools dream of electric scripts, or is that just us?" 🛠️💤 Source: topdealsnet.com/blog/best-ci… #IntegrationTesting #PipelineAsCode #Automation #DockerIntegration #automation #apps

🧩 Integration testing chaos? Meet clarity From AI-generated tests to self-healing scripts, here are the Top Integration Testing Tools in 2025 that actually work. 👉 testomat.io/blog/top-integra… #IntegrationTesting #QA #AutomationTesting

Stell dir vor: 2030 ruft Deutschland die Wehrpflicht aus – und rekrutiert 2.000 junge Männer aus Berlin & Hamburg, hauptsächlich Bürgergeldempfänger mit Migrationshintergrund. Loyalität? Qualifikation? Unsere Verteidigung am Abgrund? Lies den vollen Text und urteile selbst! #Wehrpflicht #Bundeswehr #integrationtesting Da wird also 2030 plötzlich die Bundeswehr-Reaktivierung ausgerufen, und zack – 2.000 frisch rekrutierte Männer aus Berlin und Hamburg würden nach Stetten am kalten Markt ziehen. Bürgergeldempfänger, vielleicht. Und zur Auswahl: 60–80 % mit Namen wie Emir, Yusuf, Mehmet, Can, Ali … oder Andrei, Stefan, Aleandru … oder Omar, Yasin, Fadi, Nizar. Ein Abbild der Haupt-Werkrealschulen. Erstmal: Klar, wir brauchen Personal bei der Bundeswehr. Fakt ist, seit 2011 ist die Wehrpflicht ausgesetzt – lange Jahre wurde auf Freiwillige gesetzt. Und Fakt ist: Die Bundeswehr spricht inzwischen über Aufnahmen von Ausländern oder Nicht-Deutschen, um den Personalmangel zu kompensieren. Plan oder Wahn? Also: Welche Fahnen sollen wir erwarten? Die fremder Länder oder die Regenbogenflagge. Welche Loyalität im Einsatz? Wer braucht Fastenzeit, wenn er gerade bei der Grundausbildung ist? Und während wir hier über „Reaktivierung“ reden, fragt man sich: Wer hat vorher das Bildungssystem-, Integrations- und Leistungskriterium sabotiert – und wundert sich nun über den Personalpool? Unser Fazit bei Bündnis Deutschland: Wir brauchen eine starke und effiziente Verteidigung – aber keine Rekrutierungsquellen aus der Randgesellschaft. Stärke beginnt bei Leistung und Verantwortung. Wer meint, das Problem mit Namen und Herkunft klären zu können, übersieht: Es geht um Qualifikation, Identifikation und Bereitschaft für unsere Werte. Wer da ohne jede Hingabe antritt, macht die Truppe nicht stark, sondern verwundbar. Notiz zum Schluss: Vielleicht war’s ja ein cleverer Coup – sie sparen bei Bildung, sie verweigern Integrationsdebatten, und setzen dann auf Bürgergeld­bezieher – und glauben die verteidigen unser Land. Ordnung heißt nicht: Einsatz mit Überraschung. Ordnung heißt: Wer verteidigt uns – und mit welcher Technik, mit welchem Willen und mit welcher Identität?

If a new class mocks itself, does it need a Spock intervention? Source: devhubby.com/thread/how-to-m… #SoftwareTesting #CleanCode #IntegrationTesting #SpockTesting #spock #mock

APIs testen ≠ eine Klasse mocken. Integrationsfehler stecken in Konfiguration, Headern & Serialisierung. Marián Varga zeigt, wie @WireMockOrg & REST Assured echte Integrationstests in #Java ermöglichen. Lese: javapro.io/de/java-verbindet… #IntegrationTesting #WireMock #RestAssured

💡Spring Boot tip: If you need to implement integrations tests for Spring MVC controllers, and mock everything else, use @WebMvcTest to load only MVC-related beans. ✅ It loads only MVC beans, not the entire application context. ✅ Integration tests are slower than Unit Tests and we need to speed up their execution cutting all the unnecessary burden. ✅ In this example we mock the hello service bean, and load only the MVC context and the controller: @WebMvcTest(HelloController.class) class HelloControllerTest { @Autowired private MockMvc mockMvc; @MockBean private HelloService helloService; // mocked @Test void sayHello_returnsExpectedMessage() throws Exception { mockMvc.perform(get("/api/hello")) .andExpect(status().isOk()) .andExpect(content().string("Hello!")); } } #SpringBoot #IntegrationTesting

🎤 𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗥𝗲𝗹𝗶𝗮𝗯𝗹𝗲 𝗠𝗶𝗰𝗿𝗼𝘀𝗲𝗿𝘃𝗶𝗰𝗲𝘀: 𝗦𝗶𝗺𝗽𝗹𝗶𝗳𝘆𝗶𝗻𝗴 𝗙𝘂𝗻𝗰𝘁𝗶𝗼𝗻𝗮𝗹 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 𝗧𝗲𝘀𝘁𝗶𝗻𝗴 𝘄𝗶𝘁𝗵 𝗘𝗮𝘀𝗲 Kenan Sevindik @KenanSevindik & Umut Ertürk @udemy shared how they enhanced the quality and reliability of Kotlin-based microservices by streamlining functional integration testing using their custom-built Acceptance Test Library. ✅ End-to-end request-response flow testing ✅ Real database usage and Kafka/Redis/Elasticsearch integration ✅ Auto support for gRPC, REST, and Kafka ✅ Declarative setup for fast and reliable test cases Watch Now! 📽️ youtu.be/jwzrLbg1Z_c -------------------------------------------------- 🎟️ 𝗦𝘂𝗽𝗲𝗿 𝗘𝗮𝗿𝗹𝘆 𝗕𝗶𝗿𝗱 𝘁𝗶𝗰𝗸𝗲𝘁𝘀 𝗮𝗿𝗲 𝗻𝗼𝘄 𝗮𝘃𝗮𝗶𝗹𝗮𝗯𝗹𝗲. Only 50 Tickets! Register Now⤵️ linktr.ee/javadayistanbul #JavaDayIstanbul #Microservices #IntegrationTesting #Kotlin #Kafka #Redis #Elasticsearch #TestAutomation #SoftwareEngineering

🚀 Building a bug-free product starts with seamless integration. Dive into our latest blog: Integration Testing: A Comprehensive Guide 🧪 Understand its types, benefits, tools & best practices. 👉 Read now: keploy.io/blog/community/int… #Testing #QA #IntegrationTesting #Keploy #DevTools

🧪 Not all bugs live in isolated units. Integration Testing ensures your modules actually work together. 📘 Learn: Big Bang vs Incremental Top-down vs Bottom-up Tools & tips for 2025 QA teams Read now 👇 testgrid.io/blog/integration… #QA #DevOps #TestingTools #IntegrationTesting

Building a Comprehensive Accounting System Integration Test – Day 5 jocheojeda.com/2025/05/05/bu… #accounting #integrationtesting #CSharp #doubleentryaccounting #chartofaccounts #mockdatabase #NUnit #softwaredevelopment #financialsystems #transactionprocessing #balanceverification #accountingequation #datadriventesting #collectionbasedmocking #dotNET

🚀 Join us at Java Day Istanbul 2025 for an insightful session by @KenanSevindik , Software Architect and Umut Ertürk, Principal Software Engineer from Udemy! 🚀 🎤 𝗦𝗲𝘀𝘀𝗶𝗼𝗻: 𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗥𝗲𝗹𝗶𝗮𝗯𝗹𝗲 𝗠𝗶𝗰𝗿𝗼𝘀𝗲𝗿𝘃𝗶𝗰𝗲𝘀: 𝗦𝗶𝗺𝗽𝗹𝗶𝗳𝘆𝗶𝗻𝗴 𝗙𝘂𝗻𝗰𝘁𝗶𝗼𝗻𝗮𝗹 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 𝗧𝗲𝘀𝘁𝗶𝗻𝗴 𝘄𝗶𝘁𝗵 𝗘𝗮𝘀𝗲 📅 Date: 10 May 2025 📍 Venue: Elite World Asia Hotel @KenanSevindik and @Umutertük from Udemy will share their expertise on streamlining functional integration testing for Kotlin microservices with their innovative Acceptance Test Library. 🔹 Test complete request-response flows with minimal mocks 🔹 Implement real databases and Kafka/Redis/ElasticSearch in testing 🔹 Leverage declarative setup and automatic gRPC/REST/Kafka support 🔹 Ensure reliable, client-focused microservices If you're interested in improving your microservice testing strategies or building more reliable Kotlin-based services, this session is perfect for you! ⚡💻 Connect with top Java professionals and discover cutting-edge approaches to solving real development challenges! 🚀 Let's celebrate the 30th anniversary of Java together! 🎉 👉 lnkd.in/ee7XDg5t 📅 Schedule: lnkd.in/dhhXHbvk #JavaDayIstanbul #Java30Years #Microservices #KotlinDevelopment #TestingStrategies #SoftwareArchitecture #IntegrationTesting #JavaDevelopers #SoftwareEngineering #Udemy

🚀 #Keploy 🐰 now supports #GRPC — one of the most requested features by our community! 🌟 A huge shoutout to Prabhakaran M for taking the lead and making it happen. 🙌 🧡 Big thanks to our rockstar contributors this month - 🌟 Michael Hosamani 🌟 PrabhakaranM 🌟 Dhruv Jain 🌟 #opensource #testing #apitesting #integrationTesting #contributors #testautoamtion

Dive deep into .NET integration testing with databases. Explore EF Core providers, migrations, seeding, and strategies for reliable test suites. Kevin Lloyd covers these in this blog post: bit.ly/3XbIYl6 #testing #EFCore #dotnet #IntegrationTesting

Run integration tests before your CI even blinks 👀 Shift left with Docker Testcontainers and catch bugs early—locally. Your future self (and your team) will thank you. 🧪 spklr.io/6018fKtM #Docker #Testcontainers #ShiftLeft #DevTools #IntegrationTesting #CI

Join us at Java Day Istanbul 2025 as we celebrate 30 Years of Java with an insightful session by @KenanSevindik, Software Architect @udemy !🚀 🎤 𝗦𝗲𝘀𝘀𝗶𝗼𝗻: 𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗥𝗲𝗹𝗶𝗮𝗯𝗹𝗲 𝗠𝗶𝗰𝗿𝗼𝘀𝗲𝗿𝘃𝗶𝗰𝗲𝘀 – 𝗦𝗶𝗺𝗽𝗹𝗶𝗳𝘆𝗶𝗻𝗴 𝗙𝘂𝗻𝗰𝘁𝗶𝗼𝗻𝗮𝗹 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 𝗧𝗲𝘀𝘁𝗶𝗻𝗴 𝘄𝗶𝘁𝗵 𝗘𝗮𝘀𝗲 📅 Date: 10 May 2025 📍 Venue: Elite World Asia Hotel Discover how to streamline functional integration testing for Kotlin microservices with our Acceptance Test Library! Learn to test complete request-response flows with minimal mocks, real databases, and Kafka/Redis/ElasticSearch, ensuring reliable, client-focused services. 🔹 Declarative setup for seamless testing 🔹 Auto gRPC/REST/Kafka support for integration ease 🔹 Minimal mocks with real infrastructure testing Don't miss this chance to enhance your microservices testing strategy and network with fellow developers! 💡🔥 🎟️ Tickets: lnkd.in/evZDa9En #JavaDayIstanbul #Java30Years #Microservices #Kotlin #IntegrationTesting #SoftwareEngineering #ReliableServices