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In summary, the most compelling insight is that no single architectural pattern solves all scaling challenges; instead, building resilient modern systems requires carefully balancing the trade-offs of each pattern against specific business needs to avoid unnecessary complexity while maintaining scalability and reliability.
- Microservices break applications into independent, scalable services but introduce significant distributed system complexity.
- Authentication and authorization manage user identity and access, typically relying on tokens and centralized policy engines.
- Service discovery dynamically tracks component locations in cloud environments where network addresses change constantly.
- API gateways centralize routing, security, and cross-cutting concerns, simplifying client interactions but creating a potential bottleneck.
- Message queues enable asynchronous, decoupled communication with configurable delivery guarantees tailored to specific reliability needs.
- WebSockets provide persistent, bidirectional real-time communication, reducing latency but adding stateful connection management challenges.
- Effective system design requires selecting the right combination of patterns based on specific scale, complexity, and reliability requirements.
Notes this inspired
- Message queuesEstablished
operations too long for a live server, get feedback to users quickly. reduce load on a live server. when you want the ability to scale differently for different tasks (ie retrievers need…
- WebSocketSeedling
- API GatewayGrowing
Api gateways can combine results from different apis into one. Routing: https://www.hellointerview.com/learn/system-design/deep-dives/api-gateway.