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Architecture Patterns

Proven design patterns for building scalable, resilient, and maintainable software systems. Learn when and how to apply each pattern with real-world examples.

Event Sourcing Pattern

Store all changes as a sequence of events to enable temporal queries and audit trails.

Data ManagementAdvanced
8 min read
4.8
High usage

Architecture Diagram

Benefits

  • Complete audit trail of all changes
  • Temporal queries and point-in-time recovery
  • Decoupled read and write models
  • Scalable event processing

Trade-offs

  • Increased storage requirements
  • Complexity in event schema evolution
  • Learning curve for developers
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Saga Pattern

Manage distributed transactions across multiple microservices using compensating actions.

Distributed SystemsIntermediate
6 min read
4.6
Medium usage

Architecture Diagram

Benefits

  • Maintains data consistency across services
  • Handles partial failures gracefully
  • Supports long-running transactions

Trade-offs

  • Complex compensation logic
  • Difficult to debug and monitor
  • Potential for infinite compensation loops
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Circuit Breaker Pattern

Prevent cascading failures by temporarily blocking calls to failing services.

ResilienceBeginner
4 min read
4.9
Very High usage

Architecture Diagram

Benefits

  • Prevents cascading failures
  • Fast failure responses
  • Automatic recovery mechanism

Trade-offs

  • Additional latency in some cases
  • Complex state management
  • Potential for false positives
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CQRS Pattern

Separate read and write operations to optimize performance and scalability.

Data ManagementAdvanced
10 min read
4.4
Medium usage

Architecture Diagram

Benefits

  • Optimized read and write performance
  • Independent scaling of read/write operations
  • Flexible data models for different use cases

Trade-offs

  • Increased system complexity
  • Eventual consistency challenges
  • Data synchronization overhead
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Bulkhead Pattern

Isolate failures by partitioning resources and limiting the impact of failures.

ResilienceIntermediate
5 min read
4.7
High usage

Architecture Diagram

Benefits

  • Isolates failures to specific partitions
  • Prevents resource exhaustion
  • Enables graceful degradation

Trade-offs

  • Resource underutilization
  • Increased infrastructure costs
  • Complex resource management
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Retry Pattern

Automatically retry failed operations with exponential backoff and jitter.

ResilienceBeginner
4 min read
4.8
Very High usage

Architecture Diagram

Benefits

  • Handles transient failures automatically
  • Improves system reliability
  • Simple to implement and understand

Trade-offs

  • Increased latency for failed requests
  • Potential for resource exhaustion
  • May mask underlying system issues
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Dead Letter Queue Pattern

Handle messages that cannot be processed by routing them to a special queue.

MessagingIntermediate
5 min read
4.5
High usage

Architecture Diagram

Benefits

  • Prevents message loss
  • Enables manual intervention
  • Provides audit trail for failures

Trade-offs

  • Additional infrastructure complexity
  • Manual processing required
  • Potential for message accumulation
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Outbox Pattern

Ensure reliable message delivery by storing messages in the same transaction as business data.

MessagingAdvanced
7 min read
4.6
Medium usage

Architecture Diagram

Benefits

  • Guarantees message delivery
  • Maintains data consistency
  • Handles system failures gracefully

Trade-offs

  • Increased database load
  • Complex cleanup procedures
  • Potential for duplicate messages
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Sidecar Pattern

Attach a helper container to your application for cross-cutting concerns.

MicroservicesIntermediate
6 min read
4.4
Medium usage

Architecture Diagram

Benefits

  • Separation of concerns
  • Reusable across applications
  • Independent scaling and deployment

Trade-offs

  • Increased resource usage
  • Complexity in debugging
  • Potential for tight coupling
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Ambassador Pattern

Create a helper service that handles communication concerns for your application.

MicroservicesIntermediate
5 min read
4.3
Medium usage

Architecture Diagram

Benefits

  • Centralized communication logic
  • Easier to implement cross-cutting concerns
  • Simplified application code

Trade-offs

  • Additional network hop
  • Single point of failure
  • Increased latency
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Hexagonal Architecture (Ports & Adapters)

Design applications with clear boundaries between business logic and external concerns.

Clean ArchitectureAdvanced
8 min read
4.8
High usage

Architecture Diagram

Benefits

  • Clear separation of concerns
  • Testable business logic
  • Technology-agnostic design

Trade-offs

  • Increased complexity
  • More interfaces to maintain
  • Learning curve for teams
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Strangler Fig Pattern

Gradually replace legacy systems by incrementally migrating functionality.

MigrationAdvanced
8 min read
4.5
Medium usage

Architecture Diagram

Benefits

  • Risk mitigation
  • Gradual migration
  • Business continuity

Trade-offs

  • Complex routing logic
  • Dual system maintenance
  • Data synchronization challenges
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Anti-Corruption Layer

Isolate your system from external dependencies using an intermediate layer.

IntegrationAdvanced
7 min read
4.4
Medium usage

Architecture Diagram

Benefits

  • Protects system integrity
  • Eases external system changes
  • Maintains clean architecture

Trade-offs

  • Additional complexity
  • Performance overhead
  • Maintenance burden
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Event-Driven Architecture

Build loosely coupled systems that communicate through events.

ArchitectureAdvanced
9 min read
4.7
High usage

Architecture Diagram

Benefits

  • Loose coupling
  • Scalability
  • Asynchronous processing

Trade-offs

  • Eventual consistency
  • Complex debugging
  • Event ordering challenges
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Micro-Frontends Pattern

Build frontend applications as independent, deployable micro-applications.

FrontendAdvanced
8 min read
4.3
Medium usage

Architecture Diagram

Benefits

  • Independent deployment
  • Team autonomy
  • Technology diversity

Trade-offs

  • Bundle size optimization
  • Shared state management
  • Integration complexity
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Serverless Architecture

Build applications using managed services and event-driven functions.

CloudIntermediate
7 min read
4.6
High usage

Architecture Diagram

Benefits

  • Auto-scaling
  • Pay-per-use pricing
  • Reduced operational overhead

Trade-offs

  • Cold start latency
  • Vendor lock-in
  • Debugging complexity
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Service Mesh Architecture

Manage service-to-service communication with dedicated infrastructure layer.

MicroservicesAdvanced
9 min read
4.4
Medium usage

Architecture Diagram

Benefits

  • Centralized control
  • Advanced traffic management
  • Enhanced observability

Trade-offs

  • Increased complexity
  • Performance overhead
  • Learning curve
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Chaos Engineering

Proactively test system resilience by intentionally injecting failures.

ResilienceAdvanced
8 min read
4.5
Medium usage

Architecture Diagram

Benefits

  • Proactive failure detection
  • Improved system resilience
  • Confidence in reliability

Trade-offs

  • Potential service disruption
  • Complex setup
  • Team resistance
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Data Fabric Architecture

Create unified data access layer across distributed data sources.

Data ManagementExpert
10 min read
4.2
Low usage

Architecture Diagram

Benefits

  • Unified data access
  • Data governance
  • Reduced data silos

Trade-offs

  • Complex implementation
  • Performance overhead
  • Integration challenges
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Edge Computing Architecture

Process data closer to the source for reduced latency and bandwidth usage.

PerformanceAdvanced
8 min read
4.6
High usage

Architecture Diagram

Benefits

  • Reduced latency
  • Bandwidth optimization
  • Offline capability

Trade-offs

  • Limited resources
  • Security challenges
  • Management complexity
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Quantum-Ready Architecture

Design systems that can leverage quantum computing capabilities in the future.

Future TechExpert
12 min read
4
Very Low usage

Architecture Diagram

Benefits

  • Future-proof architecture
  • Quantum advantage potential
  • Competitive positioning

Trade-offs

  • Early adoption complexity
  • Limited tooling
  • Uncertain timeline
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