RT @joecolantonio: Production shouldn’t be where you find broken #APIs. #SmartTest by @signadot runs contract checks in real #Kubernetes sa….

Why do microservices, meant to free us, still chain devs to endless coordination? 😩 Test cross-service changes without staging chaos or merge delays. Read our latest article on @thenewstack and discover multitenant envs for faster, confident releases! 🚀 #Microservices #DevOps.

Why are devs still duplicating entire environments just to test a few services? 🤯.There's a smarter way: sandbox-based environments = real integration testing without the cost & chaos. Stop fighting your infra. Start shipping faster. Read full article 👉.

What if your tests are lying to you? 🤔. Traditional testing passes, staging looks good… yet things still break in production. Shadow testing catches what conventional tests miss—API-breaking changes, performance regressions, log anomalies, and security gaps before they cause.

Developers endure slow, fragile testing cycles, but fast feedback is key to DevEx. Our latest article on @thenewstack dives into how shifting integration testing to the inner loop transforms it all. Check it out 👉 .#microservices #shiftlefttesting.

Can you test async microservices without duplicating infra? Our new article explores the message isolation pattern for Kafka, SQS, & more. Share, isolate, & save! Link below 👇 . #microservices #eventdriven #shiftlefttesting.

Does chaos in testing = dev superpower? Our latest article on @thenewstack dives into how sandbox environments kill staging woes, speed up workflows, and catch bugs early. From shadow testing to instant previews, it’s a game-changer for microservice devs. Check it out:.

Why do developers merge code before integration tests finish? 🤔 Because waiting is expensive—and debugging later is even more costly. 🫠 Read on @thenewstack to see why fixing slow microservices testing is a million-dollar problem: #DevOps #Microservices.

Is AI really making testing easier? 🤔 If it just generates tests but doesn’t evolve or maintain them, it’s adding work! AI needs to own the full testing lifecycle. Find out more on @thenewstack 👉 #Testing #GenerativeAI #QualityEngineering #DevOps.

More staging = better testing, right? 🤔 Not always. For one FinTech company, more environments led to more complexity. The solution? Sandboxes. Learn more from our article on @thenewstack 👉 #FinTech #DevOps #Microservices #SoftwareTesting #ShiftLeft.

Think duplicating your infrastructure is the key to scaling microservices testing? 🤔 What if sharing more and copying less is the real solution? Learn how smart isolation boosts speed, cuts costs, and scales easily.👉 @TheNewStack.#DevOps #Microservices.

Why are microservices testing cycles still so slow in 2024? 🤔 It’s time to rethink how we handle feedback, mocks, and shared environments. Here's a better way! 👉@TheNewStack . 🚀 #Microservices #DevOps #Testing #CI #ShiftLeftTesting #TestAutomation.

Why do API tests fail on irrelevant details like timestamps or IDs, leaving real issues unchecked? 🧐 Explore strategies to test smarter and catch critical bugs! 👇 . #APITesting #TestAutomation #QualityAssurance.

Think your mocks and Docker tests catch it all? 🤔 Signadot's new Smart Tests + sandboxes catch hidden bugs by comparing branch & baseline behavior. Learn more here 👉 @TheNewStack. #Microservices #DevOps #ShiftLeftTesting #SoftwareTesting.

Why is testing databases in microservices so tricky? 🤔 From schema changes to integration issues, the challenges are real. Here's how to tackle them. 👉 #SoftwareTesting #MicroservicesTesting #QAInsights.

Ever thought microservices would simplify testing? 🤔 With Kafka, the challenges are real. But sandboxing could be the game-changer we need! Dive into the details here. 👉 #Microservices #Kafka #SoftwareTesting #DeveloperTools #Signadot.

Is testing Kafka microservices simpler than we think? 🤔 Sandboxing might be the key to smoother, interference-free testing. Here’s a fresh take on @thenewstack! 🚀👉 .#microservices #kafka #shiftleft #devops #softwaretesting #cloudnative.

🧐 Are feature flags enough for microservices testing, or do preview environments offer the edge? Discover the pros, cons, and when to use each! 👉 #Microservices #FeatureFlags #PreviewEnvironments #DevOps #SoftwareTesting.

Could duplicating microservices environments be hurting your team's productivity? 🚨 Managing multiple environments often leads to complexity and delays. Here's why and what to do instead! 👉 @TheNewStack.#Microservices #DevOps #SoftwareTesting.

Is your staging environment actually holding back your microservices tests? 🧐 Discover why ditching it could boost your team's speed & quality! 🚀👉 #DevOps #Microservices #SoftwareTesting #DeveloperProductivity #ShiftLeft #ContinuousDelivery.