Is your staging environment actually holding back your microservices tests? 🧐 Discover why ditching it could boost your team's speed & quality! 🚀👉 tinyurl.com/w3a78xjc #DevOps #Microservices #SoftwareTesting #DeveloperProductivity #ShiftLeft #ContinuousDelivery

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! 👉 tinyurl.com/mrathunm @TheNewStack #Microservices #DevOps #SoftwareTesting

🧐 Are feature flags enough for microservices testing, or do preview environments offer the edge? Discover the pros, cons, and when to use each! 👉 tinyurl.com/2wct99vd #Microservices #FeatureFlags #PreviewEnvironments #DevOps #SoftwareTesting

Is testing Kafka microservices simpler than we think? 🤔 Sandboxing might be the key to smoother, interference-free testing. Here’s a fresh take on The New Stack! 🚀👉 tinyurl.com/ydwbns5y #microservices #kafka #shiftleft #devops #softwaretesting #cloudnative

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. 👉 tinyurl.com/y8pkz28h #Microservices #Kafka #SoftwareTesting #DeveloperTools #Signadot

Why is testing databases in microservices so tricky? 🤔 From schema changes to integration issues, the challenges are real. Here's how to tackle them. 👉 tinyurl.com/7dfdu3th #SoftwareTesting #MicroservicesTesting #QAInsights

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 👉 tinyurl.com/7fpapmh9 @TheNewStack #Microservices #DevOps #ShiftLeftTesting #SoftwareTesting

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! 👇 tinyurl.com/25tbnncr #APITesting #TestAutomation #QualityAssurance

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! 👉tinyurl.com/2nf764ek @TheNewStack 🚀 #Microservices #DevOps #Testing #CI #ShiftLeftTesting #TestAutomation

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.👉 tinyurl.com/3z7yffxp @TheNewStack #DevOps #Microservices

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 The New Stack 👉 tinyurl.com/4adhwnd9 #FinTech #DevOps #Microservices #SoftwareTesting #ShiftLeft

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 The New Stack 👉 hubs.li/Q036BRK_0 #Testing #GenerativeAI #QualityEngineering #DevOps

Why do developers merge code before integration tests finish? 🤔 Because waiting is expensive—and debugging later is even more costly. 🫠 Read on The New Stack to see why fixing slow microservices testing is a million-dollar problem: hubs.li/Q039LtPY0 #DevOps #Microservices

Does chaos in testing = dev superpower? Our latest article on The New Stack 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:

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 👇 hubs.li/Q03cL95g0 #microservices #eventdriven #shiftlefttesting

Developers endure slow, fragile testing cycles, but fast feedback is key to DevEx. Our latest article on The New Stack dives into how shifting integration testing to the inner loop transforms it all. Check it out 👉 hubs.li/Q03dHsbK0 #microservices #shiftlefttesting

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

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 👉

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 The New Stack and discover multitenant envs for faster, confident releases! 🚀 #Microservices #DevOps

Production shouldn’t be where you find broken #APIs. #SmartTest by Signadot runs contract checks in real #Kubernetes sandboxes—using real services and #AI to detect only meaningful changes before merge. No mocks. No noise. Just clarity. Try it for FREE. 👉signadot.com/ai-smart-tests…