Container Services: Logging and Reporting

Logging and Exception Reporting are two obvious operational features every service must include. As we learned in the last post, Application Support in Docker-based Microservice Environments, building and deploying microservices makes implementing log infrastructure significantly more difficult.

The most difficult problem DevOps . . .

March 21, 2018

Use State Machines!

What is a State Machine?

Finite State Machines (FSM, or in the context of this post, simply "State Machines") are a methodology for modeling the behavior of an entity with an established lifecycle. The lifecycle is defined by an enumerated set of states known at the time of implementation (this is where the term . . .

March 17, 2018

Scheduling Execution in Node.js

Differences between setTimeout, setImmediate, and process.nextTick.

A commonly misunderstood concept in Node.js is the difference between setTimeout, setImmediate, and process.nextTick. While all three functions are used to schedule the execution of a function, it is important to understand when Node.js will execute them.

Consider the following example:

setImmediate(() => console.log('Set . . .

Posted in: nodejs

March 14, 2018

Introduction

Operationalizing microservices is difficult and that difficulty has been exacerbated by how much the landscape has changed over the last 5 years. Personally, I've worked on a few microservice architectures and experienced the evolution of thoughts, patterns, and technologies that have brought us to where we are . . .

March 10, 2018

Reduce Test Boilerplate with Generic Test Functions

I wanted to quickly mention a trick I use to reduce the boilerplate code you'll often encounter when executing similar test cases. Instead of defining each test separately:

const { describe, it } = require('mocha');
const { expect } = require('chai');

const app = require('../../index.js');
. . .

Posted in: nodejs

March 07, 2018

The case against the generic use of PATCH and PUT in REST APIs

There is a lot of confusion among developers on how to implement updates using a REST API. The tools we are given (PATCH and PUT) don't actually map cleanly to how we would implement an update in our business code. Let's start by considering what those HTTP verbs mean:

PATCH: perform a partial update to a resource, . . .

March 07, 2018

Enumerations in Node.js and Mongoose

Enumerations are essential to writing good software. Enumerations provide a clear understanding of the set of values that can be used for a property. This ensures we can constrain input to the set of values in the enumeration. Enumerations also signal to the reader the intended behavior of model instances (particularly if the enumerated field . . .