Search results

Documenting code samples and tutorials

As you write documentation for developers, you’ll start to include more and more code samples. You might not include these more detailed code samples with the endpoints you document, but as you create tasks and more sophisticated workflows about how to use the API to accomplish a variety of tasks, you’ll end up leveraging different endpoints and showing how to address a variety of scenarios. The following sections list some best practices around code samples.

Code samples are like candy for developers

Code samples play an important role in helping developers use an API. No matter how much you try to explain and narrate how, it’s usually only when you show something in action that developers truly get it. Additionally, although some project teams feel that the reference documentation is all you need, that’s only because the team is already familiar with the API. In an article on the Programmable Web called The Six Pillars of Complete Developer Documentation , the authors explain:

While a developer’s guide should walk a developer through the basic usage of an API and its functionality, it can’t cover every possible use of that API in a coherent way. That is where articles and tutorials come in, to teach developers tangential or specialized uses of an API, like combining it with another service, framework, or API.

Developers often make the mistake of assuming that their developer audience has a skill set similar to their own, without recognizing different developer specializations. Developers will often say, “If the user doesn’t understand this code, he or she shouldn’t be using our API.”

If you encounter this attitude, remind developers that users often have technical talent in different areas. For example, a user might be an expert in Java but only mildly familiar with JavaScript. Someone who is a database programmer will have a different skill set than someone who is a Python programmer who will have a different skillset from a front-end web development engineer, and so on. Given these differences and the likely possibility that you will have many novice (or unfamiliar) users, more extensive code tutorials are warranted.

Code tutorials
Code is in another language, so as much as you might try to describe the communication in this other language through text, it often falls short. When developer see code, they can often read the code and understand it natively.

Focus on the why, not the what

In any code sample, focus your explanation on the why, not the what. Explain why you’re doing what you’re doing, not the detailed play-by-play of what’s going on.

Here’s an example of the difference:

  • what: In this code, several arguments are passed to jQuery’s ajax method. The response is assigned to the data argument of the callback function, which in this case is success.
  • why: Use the ajax method from jQuery because it allows cross-origin resource sharing (CORS) for the weather resources.

Add both code comments and before-and-after explanations

Your documentation regarding the code should mix code comments with some explanation either after or before the code sample. Different languages have different conventions for comments, but generally brief code comments are set off with forward slashes // in the code; longer comments are set off between slashes with asterisks, like this: /* .... */.

Comments within the code are usually short one-line notes that appear after every 5-10 lines of code. You can follow up this code with more robust explanations in your documentation.

This approach of adding brief comments within the code, followed by more robust explanations after the code, aligns with principles of progressive information disclosure that help align with both advanced and novice user types.

Explain your company’s code, not general coding

Developers unfamiliar with common code not related to your company (for example, the .ajax() method from jQuery) should consult outside sources for tutorials about that code. Don’t write your own version of another service’s documentation. Instead, focus on the parts of the code unique to your company. Let the developer rely on other sources for the rest (feel free to link to other sites).

Keep code samples simple

Code samples should be stripped down and as simple as possible. Providing code for an entire HTML page is probably unnecessary. But including it doesn’t hurt anyone, and for newbies it can help them see the big picture. (It’s also easier to copy and paste.)

Avoid including a lot of styling or other details in the code that will potentially distract the audience from the main point. The more minimalist the code sample, the better.

When developers take the code and integrate it into a production environment, they’ll probably make a lot of changes to account for scaling, threading, and efficiency, and other production-level factors. But don’t start out this way just to have a polished and professional looking demo.

Make code samples copy-and-paste friendly

Many times developers will copy and paste code directly from the documentation into their application. Then they will usually tweak it a little bit for their specific parameters or methods.

Make sure that the code works. When I first used used some sample ajax code, the dataType parameter was actually spelled datatype. As a result, the code didn’t work (it returned the response as text, not JSON). It took me about 30 minutes of troubleshooting before I consulted the ajax method and realized that it should be dataType with a capital T.

Ideally, test out all the code samples yourself. This allows you to spot errors, understand whether all the parameters are complete and valid, and more. Usually you just need a sample like this to get started, and then you can use the same pattern to plug in different endpoints and parameters. You don’t need to come up with new code like this every time.

Provide a sample in your target language

With REST APIs, developers can use pretty much any programming language to make the request. Should you show code samples that span across various languages?

Providing code samples is almost always a good thing, so if you have the bandwidth, go for it. However, providing just one code example in your audience’s target language is probably enough. You could also skip the code samples altogether, since the approach for submitting an endpoint follows a general pattern across languages.

Remember that each code sample you provide needs to be tested and maintained. When you make updates to your API, you’ll need to update each of the code samples across all the different languages. When your API pushes out a new release, you’ll need to check all the code samples to make sure the code doesn’t break with the new API (this is called “regression testing” in QA lingo).

Sample code tutorials**

The following are a few samples of code tutorials in API documentation.

Weather Underground

Weather Underground code samples
Weather Underground code samples

Here we have various code samples across half a dozen languages, but no explanation about what the code sample returns. In some ways, the code is probably simple enough that developers can look at it and understand from the code itself what’s going on. Still, some explanation is usually warranted, especially if there are multiple ways to make the call.


Eventful code samples
Eventful code samples

You won’t see chunks of code here, but there are various examples about query string parameters for the endpoints. Although these parameters are also defined in the reference documentation for the search endpoint, this tutorial expands on how to use the parameters in more of a friendly, tutorial way. I like this tutorial because it shows how documentation that is usually contained in reference material can be pulled out and explained in a more narrative, example-full way. It shows more of the difference between reference and tutorial information.


Twilio code samples
Twilio code samples

Twilio’s tutorials are probably the most impressive and fully detailed tutorials in the examples here. Not only do they walk users through a task from beginning to end, they do so in half a dozen languages. The specific code examples have been extracted out into the right-column, while the narrative of the tutorial occupies in the middle column. All steps in the tutorial aren’t shown at once. When you reach the end of one step, you click a button to show the next step.

One question I have is whether the conceptual content in the middle column is single-sourced across each language. If so, it would lead to more consistency across the tutorials. But give that there are so many differences across languages, it’s usually not possible to orchestrate this kind of single-sourcing (where 75% of the content is similar and 25% here and there, from one sentence or paragraph to the next) differs by language. If it’s simply duplicated, these tutorials would be a nightmare to maintain.

Another challenge is that the middle column feels narrow and cramped. There isn’t much room for a screenshot. Additionally, the right column doesn’t scroll in sync with the middle column – it’s mostly static (by design). But if it’s fixed, I’m not sure why it needs to remain ever-present. Overall, there are certainly challenges with the presentation, but Twilio has certainly innovated in this space with some interesting techniques.


Mailchimp code samples
Mailchimp code samples

As usual, Mailchimp provides solid tutorials for their products. The “Before You Start” section any necessary prerequisites before starting the tutorial. Then each part of the tutorial is set off with section headings. The section heading style is worth considering over numbered steps. Most technical writers have numbered steps as a habit for tech docs, so when they start writing a tutorial, the first inclination is to begin a sequence of steps. But with a tutorial, you might have lengthy code samples that are followed by detailed explanations, and so on. Maintaining the list numbered across steps might become onerous. The section headings provide an easier formatting, and you can still preface each section heading with “Step 1”, “Step 2”, and so on.

IBM Watson

IBM Watson code samples
IBM Watson code samples

The IBM Watson tutorial does a nice job breaking up the tutorial steps into different sections, with easy-to-follow steps in each section. Up front, it lists the learning objectives, duration, and prerequisites. There’s nothing particularly difficult about the formatting or the display — the emphasis focuses on the content.

Code samples for weather API

Earlier in the course we walked through each element of reference documentation for a fictitious new endpoint called surfreport for the weather API we were working with. Let’s return briefly to that scenario and assume that we also want to add a code tutorial for showing the surfreport on a web page. What might that tutorial look like? Here’s an example:

Code tutorial for surfreport endpoint

The following code samples shows how to use the surfreport endpoint to get the surf height for a specific beach.

<!DOCTYPE html>
<script src=""></script>
var settings = {
  "async": true,
  "crossDomain": true,
  "url": "",
  "method": "GET"

$.ajax(settings).done(function (response) {
<h2>Surf Height</h2>
<div id="surfheight"></div>

In this example, the ajax method from jQuery is used because it allows us to load a remote resource asynchronously.

In the request, you submit the authorization through a query string URL. The endpoint limits the days returned to 1 in order to increase the download speed.

For demonstration purposes, the response is assigned to the response argument of the done method, and then written out to the surfheight tag on the page.

We're just getting the surf height, but there's a lot of other data you could choose to display.

Obviously, one could go into a lot more detail with the explanation, even going line by line through the code. But here the commentary is already about half the length of the code.

43% Complete

43/101 pages complete. Only 58 more pages to go...


If you would like to contribute back to say thank you for the API documentation course, click the Donate button below. Alternatively, to contribute content, such as a tutorial or a new section, contact me with your ideas. You can also submit a pull request in the GitHub repo to make your contribution. Even if you want to just fix a typo or add a sentence here and there, it's always welcome.

Get new posts delivered straight to your inbox.

Subscriber count: 4,285