Microservices Architecture

Microservices that scale your teams โ€” not your headaches.

Done wrong, microservices just trade one big problem for a hundred small ones. We design and build them right โ€” clean service boundaries, API gateways, orchestration, and observability โ€” so services and teams scale independently without the distributed-systems chaos.

  • Domain-Driven Design
  • Kubernetes & service mesh
  • Observability built in

Bounded services ยท one mesh ยท mTLS everywhere

WebMobile

API

Gateway

orderspaymentscataloguserssearchnotify
KubernetesIstio meshtracing

deploy one service without touching the rest

60+

Independent deploys / week

1 svc

Bounded failure blast radius

p99

Latency tracked end to end

100%

Services your teams own

The payoff โ€” and how we avoid the pitfalls

Independence is the point โ€” chaos is optional

Microservices reward good boundaries and punish bad ones. We design for team autonomy and isolated failure, and engineer away the distributed-systems traps that sink most attempts.

Boundaries that actually hold

We use Domain-Driven Design to draw service boundaries around business capabilities โ€” so services stay loosely coupled instead of becoming a distributed monolith.

Teams ship independently

Each service is owned and deployed by one team, so a release no longer means coordinating every group in the company. Autonomy is the real payoff.

Failures stay contained

Circuit breakers, retries, and bulkheads bound the blast radius โ€” one struggling service degrades gracefully instead of taking the whole system down.

You can actually see it

Distributed tracing, metrics, and a service mesh make the system observable end to end โ€” so debugging across services isn't guesswork.

What you get

An architecture teams can own

Not a sprawl of services nobody understands โ€” bounded contexts, a mesh that handles the hard parts, and the observability to run it all.

  • A service architecture and domain model with clear bounded contexts
  • Containerized microservices on Docker and Kubernetes (EKS/AKS/GKE)
  • An API gateway and service mesh (Istio / Linkerd) with mTLS
  • Resilience patterns โ€” circuit breakers, retries, and bulkheads
  • Distributed tracing and an end-to-end observability stack
  • CI/CD per service and clear ownership documentation

Greenfield or decomposition

How we design microservices

  1. 1

    Domain decomposition

    We map your domain into bounded contexts and design service boundaries that minimize coupling and align to team ownership.

  2. 2

    Service & contract build

    Independently deployable services with well-defined API contracts, database-per-service, and event-driven communication where it fits.

  3. 3

    Orchestration & mesh

    Kubernetes orchestration plus a service mesh for mTLS, traffic management, and resilience handled at the platform layer.

  4. 4

    Observability & handover

    Distributed tracing, dashboards, per-service pipelines, and the runbooks your teams need to own their services.

Microservices, in production

Tideline Commerce: a release-blocking monolith, decomposed by domain

A fast-growing marketplace had six teams fighting over one monolithic release train, and a single bad deploy took everything down. We decomposed it with a strangler-fig approach onto Kubernetes.

Tideline Commerce

Online marketplace ยท USA

E-commerce ยท Marketplace
Independent service deploys per weekPer-team autonomy
Before
0
After
60+
Blast radius of a failing componentFailures isolated
Before
whole app
After
1 service
Time to scale a hot serviceScale what's hot
Before
scale all
After
seconds
60+/wk

Independent deploys (was 0)

1 svc

Failure blast radius (was all)

โˆ’54%

p99 latency on hot paths

6

Teams now fully autonomous

โ€œOne release train for six teams meant everyone waited and one bad change broke everything. Decomposing by domain gave each team its own service, its own deploys, and isolated failures. We ship constantly now, and an incident in one service no longer takes down the marketplace.โ€
โ€” VP Engineering, Tideline Commerce
KubernetesIstioGoNode.jsKafkaOpenTelemetryRead the full case study

Straight answers

Microservices architecture questions

What is microservices architecture?

Microservices architecture structures an application as a set of small, independently deployable services, each owning a single business capability and communicating over APIs. Done well, it lets teams build, deploy, and scale their service without coordinating a single giant release โ€” but it adds distributed-systems complexity that must be designed for deliberately.

When should we move from a monolith to microservices?

When your monolith's deployment has become a bottleneck, teams are constantly stepping on each other, or specific components need to scale independently. If those pains aren't present, a well-structured modular monolith is often the better, cheaper choice โ€” and we'll tell you so rather than over-engineer.

How do you decide service boundaries?

We use Domain-Driven Design to identify bounded contexts and align services to business capabilities, not technical layers. Good boundaries minimize cross-service chatter and let one team own a service end to end โ€” the single biggest factor in whether microservices succeed or become a distributed mess.

How do you handle data consistency across services?

We avoid shared databases and instead apply patterns like database-per-service, the saga pattern for distributed transactions, event sourcing, and the outbox pattern โ€” choosing eventual consistency where it's safe and strong consistency where the business requires it.

Do you use Kubernetes and a service mesh?

Yes. We deploy microservices on Kubernetes (EKS, AKS, GKE) and add a service mesh (Istio or Linkerd) for mutual TLS, traffic management, retries, and built-in observability โ€” so the cross-cutting concerns are handled by the platform, not re-implemented in every service.

Scale your teams, not your headaches. Get microservices right.

Tell us where your monolith hurts โ€” or what you're building fresh. We'll come back with an architecture plan and a fixed quote.

2000+ vetted engineers ยท 3 global hubs ยท 98% client retention

Contact Us

for project discussion

Once you fill out this form, our sales representatives will contact you within 24 hours.

2000+
Talents Vetted
3+
International Offices
100+
Project Delivered
50%-70%
Average Cost Saving

Got a project in mind?

We guarantee to get back to you within a business day.