Table of Contents
Phase 1: Assessment & Domain Discovery
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✅ Domain-Driven Design (DDD):
- Identify bounded contexts and domain boundaries.
- Perform Event Storming to visualize domain logic.
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Buzzwords: Domain-driven design, event storming, bounded context, ubiquitous language.
Phase 2: Strategic Planning
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Identify Core Domains and Support Domains.
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Create a roadmap with iterative milestones for extraction.
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Define microservices around business capabilities.
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Buzzwords: Strategic domain modeling, domain decomposition, service boundaries, domain decomposition.
Phase 3: Iterative Decomposition (Strangler Pattern)
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Wrap existing monolith functionalities behind clear API contracts.
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Gradually extract functionality into separate microservices, starting from simplest or least coupled.
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Continuously integrate extracted services using API gateways, Service Mesh, and Message Brokers.
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Buzzwords: Service extraction, incremental refactoring, API gateway, service mesh, message broker, sidecar patterns.
Phase 4: Data Decoupling
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Gradually separate data storage, ensuring microservices own their databases (Database-per-service).
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Ensure eventual consistency through Event-driven Architecture and Saga patterns.
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Use Change Data Capture (CDC) to synchronize data where needed.
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Buzzwords: Data ownership, event-driven architecture, eventual consistency, CQRS, Saga pattern, polyglot persistence.
Phase 5: Continuous Integration/Continuous Delivery (CI/CD)
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Automate deployment pipelines for each service independently.
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Utilize containerization (Docker/Kubernetes) to ensure consistent environments.
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Implement observability, logging, and monitoring tools (Prometheus, Grafana, OpenTelemetry).
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Buzzwords: CI/CD pipelines, container orchestration, observability, Kubernetes, GitOps, telemetry.
Phase 6: Team Autonomy and Organization Alignment
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Adopt DevOps culture and cross-functional, autonomous teams owning individual services.
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Clearly define service boundaries to improve ownership and accountability.
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Buzzwords: DevOps culture, cross-functional teams, team autonomy, service ownership.
Phase 7: Security and Compliance
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Enforce security policies via Zero Trust architecture and fine-grained access control.
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Shift-left security with DevSecOps approaches.
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Ensure compliance through automation and regular auditing.
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Buzzwords: Zero trust, DevSecOps, IAM, RBAC, shift-left security, compliance as code.
Phase 8: Iterative Improvement (Continuous Evolution)
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Regularly evaluate microservices boundaries, scale, and performance.
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Gradually optimize, merge, or further split services based on feedback loops.
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Implement chaos engineering practices to ensure resilience and reliability.
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Buzzwords: Feedback loops, continuous improvement, chaos engineering, resilience testing, iterative optimization.
Strangler Fig Pattern (Strangler Pattern)
- Concept: Gradually replace parts of your monolith by redirecting functionalities incrementally to microservices until the monolith is eventually retired.
- Benefit: Low-risk incremental refactoring with minimal disruption.
Other Common Patterns And Techniques:
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Event Storming
- Collaborative discovery of domain logic.
- Helps visualize domain boundaries and identify microservices.
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Domain-Driven Design (DDD)
- Uses Bounded Contexts and Ubiquitous Language to define service boundaries.
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Event-Driven Architecture (EDA)
- Break monolith based on domain events.
- Utilize event sourcing and CQRS for decoupled communication.
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Anti-Corruption Layer
- Introduce a layer of abstraction to isolate new microservices from legacy code complexities.
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Branch by Abstraction
- Incrementally refactor functionality into services behind an abstraction layer, safely managing technical debt and legacy integration.
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API Gateway and Backend-for-Frontend (BFF)
- Centralized gateways to orchestrate and route requests.
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Database Per Service / Polyglot Persistence
- Isolate data storage for each service to eliminate coupling.
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Service Mesh
- Decouples communication, discovery, security, and traffic management using sidecars (e.g., Istio, Linkerd).
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Sidecar Pattern
- Provides standardized functionalities (monitoring, logging, tracing) attached to each microservice.
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Branch by Abstraction
- Gradually introduce microservices behind feature toggles or switches to maintain a running, stable system throughout the refactoring.
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API Gateway
- Single entry-point for all microservices, handling concerns such as load balancing, authentication, logging, and rate limiting.
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SAGA Pattern
- Manages distributed transactions across multiple services using event-driven coordination.
Buzzwords Recap:
- Strangler Pattern (Strangler Fig)
- Domain-driven Design
- Event Storming
- Bounded Context
- Event-Driven Architecture
- Anti-Corruption Layer
- CQRS & Event Sourcing
- API Gateway
- Backend-for-Frontend (BFF)
- Service Mesh
- Polyglot Persistence
- Database Per Service
- Sidecar
- Branch-by-Abstraction
- Saga Pattern
Why always me?