Microservices Integration Testing: Test Service Boundaries
The most surprising thing about microservices integration testing is that you don't need to run all your services to test their boundaries.
49 articles
The most surprising thing about microservices integration testing is that you don't need to run all your services to test their boundaries.
Kubernetes doesn't actually deploy your microservices; it orchestrates containers, and your microservices run inside those containers.
Structured logging is the key to debugging distributed systems, but it's surprisingly hard to get right when you have dozens or hundreds of microservice.
Extracting services from a monolith is less about carving out pieces and more about establishing new, independent communication channels while slowly st.
Observability isn't about seeing more data; it's about understanding the right data to answer any question you have about your system's behavior.
The most surprising thing about microservice latency is that the fastest way to reduce it often involves making your services do more work.
The most surprising thing about microservices is that they don't actually make your system simpler; they just move the complexity from within a single, .
This isn't just a checklist for getting microservices into production; it's a checklist for making sure they stay there, gracefully handling the chaos o.
The retry pattern doesn't actually solve the problem of transient failures; it just hides them, often making debugging harder.
Microservices Saga: Coordinate Distributed Transactions — A saga is a sequence of local transactions. Each local transaction updates the database and pu...
Scaling microservices isn't just about adding more instances; it's about strategically choosing how you add capacity to meet demand without breaking the.
Zero-trust service authentication means that even if a service is already "inside" your network, it still needs to prove its identity to other services .
DNS as a service registry is surprisingly fragile and often a worse choice than dedicated solutions. Let's say you have three instances of your user-ser.
Adding mutual TLS mTLS and observability to your microservices with Istio isn't just about security and monitoring; it's about fundamentally changing ho.
Linkerd can actually make your microservices faster by eliminating synchronous network hops. Let's see Linkerd in action
Microservices Sidecar Pattern: Offload Cross-Cutting Concerns — practical guide covering microservices setup, configuration, and troubleshooting with re...
The Strangler Fig pattern isn't about replacing a monolith all at once; it's about gradually carving out functionality until the old system is "strangle.
The testing pyramid is a useful mental model, but the most surprising thing about it is that its most common interpretation is fundamentally flawed for .
The most surprising truth about microservices unit testing is that you don't test the microservice in isolation, you test the component in isolation, an.
A monolith isn't necessarily a bad thing; it's just a single, indivisible unit of deployment, and that can be a feature, not a bug.
A microservice architecture can be less secure than a monolith if you don't explicitly verify every single service-to-service request, even within your .
Microservices, when implemented correctly, can unlock incredible agility and scalability, but they also introduce a new landscape of performance pitfall.
The most surprising thing about API Gateways is that they often aren't the bottleneck you expect them to be, even when handling massive traffic.
The most surprising thing about microservices API versioning is that the "best" approach often involves not versioning at all, at least not in the way m.
JWTs are a surprisingly effective way to authenticate microservices because they shift the burden of trust from a central authority to the individual se.
Role-Based Access Control RBAC across microservices isn't just about defining roles; it's about managing decentralized trust and ensuring consistent pol.
The most surprising truth about bounded contexts is that they aren't about your services, they're about other people's services.
The bulkhead pattern doesn't prevent failures; it ensures that a failure in one service doesn't cascade and take down the entire application.
Microservices choreography often feels like a jazz improvisation, while orchestration is more like a meticulously rehearsed symphony.
Deploying independent services safely is less about preventing all failures and more about ensuring that when they happen, the blast radius is contained.
A circuit breaker doesn't prevent a service from failing; it prevents a failing service from taking down everything else.
The most surprising thing about microservices communicating asynchronously is how much less you have to worry about distributed transactions.
Synchronous communication between microservices is like a direct phone call: the caller waits for the callee to respond before continuing.
The most surprising thing about containerizing every microservice is how little it actually changes your application's core logic, yet how much it revol.
Microservices Contract Testing: Verify APIs Without E2E — practical guide covering microservices setup, configuration, and troubleshooting with real-wor...
CQRS, or Command Query Responsibility Segregation, is a pattern that separates the operations that change state Commands from the operations that read s.
Microservices Data Management: Own Your Domain Data — Your microservice owns its data. That's the core idea, but it's less about possession and more about.
Your main takeaway here is that a "database per service" pattern doesn't automatically grant you data isolation; you have to actively enforce it.
The initial, most surprising truth about splitting a monolith by domain is that the "domain" isn't a static, well-defined business boundary; it's a flui.
The most surprising thing about distributed tracing is that it doesn't actually track requests; it tracks spans, which are discrete units of work within.
The Saga pattern is often presented as a simpler, more performant alternative to Two-Phase Commit 2PC for distributed transactions, but its true power l.
Domain-Driven Design DDD is not a technology choice, but a discipline for managing complexity in software by focusing on the core business domain.
The most surprising thing about end-to-end testing microservices is that you're not actually testing microservices; you're testing the interactions betw.
Microservices Enterprise Architecture: Scale Across Teams — practical guide covering microservices setup, configuration, and troubleshooting with real-w...
Microservices Event-Driven: Decouple via Events — Event-driven architectures are a lie. They don't decouple services; they just move the coupling from.
The core idea of event sourcing is that you don't store the current state of an object; instead, you store a sequence of events that, when replayed, rec.
A microservice is a small, independent service that performs a specific function and communicates with other services over a network.
The most surprising thing about microservice health checks is that they often don't tell you if your service is actually healthy, only if it's able to b.
Helm charts are the secret sauce that makes packaging and deploying microservices on Kubernetes feel less like a chaotic free-for-all and more like a we.