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Description
Microservices design patterns including service mesh, event-driven architecture, saga pattern, and API gateway
Tool Access
This skill uses the workspace's default tool permissions.
Skill Content
Microservices Design
Service Boundaries
Define services around business capabilities, not technical layers. Each service owns its data store and exposes a clear API contract.
order-service/ -> owns orders table, publishes OrderCreated events
inventory-service/ -> owns inventory table, subscribes to OrderCreated
payment-service/ -> owns payments table, handles payment processing
notification-service -> stateless, subscribes to events, sends emails/SMS
Event-Driven Communication
interface DomainEvent {
eventId: string;
eventType: string;
aggregateId: string;
timestamp: string;
version: number;
payload: Record<string, unknown>;
}
const orderCreatedEvent: DomainEvent = {
eventId: crypto.randomUUID(),
eventType: "order.created",
aggregateId: orderId,
timestamp: new Date().toISOString(),
version: 1,
payload: { customerId, items, totalAmount },
};
await broker.publish("orders", orderCreatedEvent);
async function handleOrderCreated(event: DomainEvent) {
const { items } = event.payload as OrderPayload;
for (const item of items) {
await db.inventory.update({
where: { productId: item.productId },
data: { quantity: { decrement: item.quantity } },
});
}
await markEventProcessed(event.eventId);
}
Use idempotency keys (eventId) to handle duplicate deliveries safely.
Saga Pattern (Orchestration)
class OrderSaga {
private steps: SagaStep[] = [
{
name: "reserveInventory",
execute: (ctx) => inventoryService.reserve(ctx.items),
compensate: (ctx) => inventoryService.release(ctx.items),
},
{
name: "processPayment",
execute: (ctx) => paymentService.charge(ctx.customerId, ctx.amount),
compensate: (ctx) => paymentService.refund(ctx.paymentId),
},
{
name: "confirmOrder",
execute: (ctx) => orderService.confirm(ctx.orderId),
compensate: (ctx) => orderService.cancel(ctx.orderId),
},
];
async run(context: SagaContext): Promise<void> {
const completed: SagaStep[] = [];
for (const step of this.steps) {
try {
const result = await step.execute(context);
Object.assign(context, result);
completed.push(step);
} catch (error) {
for (const s of completed.reverse()) {
await s.compensate(context);
}
throw new SagaFailedError(step.name, error);
}
}
}
}
API Gateway Pattern
# Kong or similar gateway config
services:
- name: orders
url: http://order-service:3000
routes:
- paths: ["/api/v1/orders"]
methods: [GET, POST]
plugins:
- name: rate-limiting
config:
minute: 100
- name: jwt
- name: correlation-id
- name: users
url: http://user-service:3000
routes:
- paths: ["/api/v1/users"]
plugins:
- name: rate-limiting
config:
minute: 200
Health Check Pattern
app.get("/health", async (req, res) => {
const checks = {
database: await checkDatabase(),
cache: await checkRedis(),
broker: await checkMessageBroker(),
};
const healthy = Object.values(checks).every(c => c.status === "up");
res.status(healthy ? 200 : 503).json({
status: healthy ? "healthy" : "degraded",
checks,
version: process.env.APP_VERSION,
uptime: process.uptime(),
});
});
Anti-Patterns
- Sharing a database between services (tight coupling)
- Synchronous HTTP chains across multiple services (cascading failures)
- Building a distributed monolith (services cannot deploy independently)
- Missing circuit breakers on inter-service calls
- Not implementing idempotency for event handlers
- Using distributed transactions instead of sagas
Checklist
- Each service owns its own data store
- Services communicate via events for async workflows
- Saga pattern used for multi-service transactions with compensation
- Circuit breakers protect against cascading failures
- API gateway handles routing, rate limiting, and authentication
- Health check endpoints report dependency status
- Event handlers are idempotent (safe to process duplicates)
- Services can be deployed and scaled independently
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Last CommitFeb 11, 2026
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