Iterative Domain Model Design: How to stay autonomous

One key question that I hear with Domain Modelling is how do you know if you have your transaction boundary right (so that you build the right aggregate)?  Hidden in this is another question – what if we got our domain aggregate wrong? We can take this further and ask In an agile world, given change…More

Domain Driven Design (DDD): Core concepts and Enterprise Architecture

If you are building or designing APIs, Microservices or integrating systems then Domain Driven Design (DDD) offers a valuable design technique for mapping business domains to build software services of value Using DDD is incredibly useful when designing services because it helps you rationalise the granularity of your software, the ownership boundaries and model interactions…More

DDD Context Mapping By Example: Customer Management and Customer 360

In the continuation from the previous post, here we look at how to do context mapping from sample real-world examples. In this post we look at how to model Customer Management from a customer support perspective and how Customer 360 would look like as a context map With this post, I hope to give you…More

Recognising Software Monoliths: 7 key types

A monolith in software architecture a term used to describe some service that is large, complex and shared across different business functionalities. Changing any aspect of this can be daunting not just from an engineering standpoint but from a testing, delivery and release standpoint as well As teams look to decompose monolithic software into domain…More

3 Key Asynchronous Communication Patterns: Ways to talk offline

When integrating systems we often end-up writing asynchronous messaging interfaces for mostly system-to-system communications. This conversation technique is great because it does not require the sender and receiver to stay connected to each other in a session at the same instance in time, is non-blocking and you can make it reliable through message persistence, incremental…More

Domain Service Design and Patterns

Domain services implement core logic for a business domain and are a relied upon by experience and consumer services. Domain services can be self contained and store the business logic and state or rely on an external provider system (translating from a “raw system format” to a “canonical” domain format) In this post we look…More

Salesforce Integration: Context and Patterns

Integrating with Salesforce be in a Marketing or Customer management context is the norm these days. Salesforce offers a lot of flexibility for information exchange, storage and for capturing events on change This post lists the interaction patterns we observe with Salesforce, the usage contexts, issues and best-practise Salesforce Inbound Patterns How do we create…More

The difference between Open APIs and an Open API Specification

RESTful APIs can be internal (your company’s only) or public facing (Twitter). Thus internal APIs are called “Private APIs” and open to the public APIs are called “Open APIs” Now, while building an API accelerator for our clients I was asked by a well meaning colleague if this was an Open API; the intent was…More

History of web services: Monolith to Microservices

If you have struggled with decisions when designing APIs or Microservices – it is best to take a step back and look at how we got here. It helps not only renew our appreciation for the rapid changes we have seen over the past 10-20 years but also puts into perspective why we do what…More

De-mystifying the Enterprise Application Integration (EAI) landscape: Actors, terminology, cadence and protocols

Any form of Enterprise Application Integration (EAI) [1] work for data synchronization,  digital transformation or customer self-service web implementation involves communication between the service providers and service consumers. A web of connections grows over time between systems, facilitated by tools specialising in “system-integration”; this article covers how the clients, services and integration tools communicate and…More

Tackling complexity: Using Process maps to improve visibility of integrated system features

“Entropy always increases “– second law of thermodynamics Enterprise systems are similar to isolated physical systems, where the entropy or hidden-information always increases. As the business grows, our technology footprint grows as new systems are implemented, new products and cross-functional features are imagined and an amazing network of integrations emerge Knowing how information flows and…More