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API Chaining: Simplifying Complex API Requests

Discover how API chaining simplifies complex API requests, making integration easier and more efficient. Learn more about this powerful technique on our blog.

Rajesh K

Automation Tester

Posted on

16/09/2025

Api Chaining Simplifying Complex Api Requests

In today’s software, you will see that one task often needs help from more than one service. Have you ever thought about how apps carry out these steps so easily? A big part of the answer is API chaining. This helpful method links several API requests in a row. The result from one request goes right into the next one, without you needing to do anything extra. This makes complex actions much easier. It is also very important in automation testing. You can copy real user actions using just one automated chain of steps. With API chaining, your app can work in a simple, smart way where every step sets up the next through easy api requests.

  • API chaining lets you link a few API requests, so they work together as one step-by-step process.
  • The output from one API call is used by the next one in line. So, each API depends on what comes before it.
  • You need tools like Postman and API gateways to set up and handle chaining API calls easily.
  • API chaining helps with end-to-end testing. It shows if different services work well with each other.
  • It helps find problems with how things connect early on. That way, applications are more reliable and strong.

Understanding API Chaining and Its Core Principles

At its core, api chaining means making a sequence of api calls that depend on each other. You can think of it like a relay race. One person hands to the next, but here, it is data that moves along. First, you do one api call. The answer you get is then sent into the next api. You then use that response for another api call, and keep going like this. In the end, the chaining of api calls helps you finish a bigger job in a smooth way.

This way works well for automated testing. It lets you test an entire workflow, not just single api requests. With chaining, you see how data moves between services. This helps you find issues early. The api gateway can handle this full workflow on the server. This makes things easier for the client app.

Now, let’s look at how this process works in a simple way. We will talk about the main ideas that you need to understand.

How API Chaining Works: Step-by-Step Breakdown

Running a sequence of API requests through chaining is simple to follow. It begins with the first API request. This one step starts the whole workflow. The response from this first API call is important. It gives you the data you need for the next API requests in the sequence.

For example, the process might look like this:

  • Step 1: First Request: You send the first request to an API endpoint to set up a new user account. The server gets this request, works on it, and sends a response with a unique user ID in it.
  • Step 2: Data Extraction: You take the user ID out from the response you get from your first request.
  • Step 3: Second Request: You use the same user ID in the request body or in the URL to make a second request. You do this to get the user’s profile details from another endpoint.

This easy, three-step process shows how chaining can bring different api endpoints together as one unit. The main point is that the second call needs the first to finish and give its output. This makes the workflow with your endpoints automated and smooth.

Key Concepts: Data Passing, Dependencies, and Sequence

To master API chaining, you need to know about three key ideas. The first one is data passing. The second is dependencies. The third one is sequence. These three work together to make sure your chaining workflow runs well and does what you want it to do. This is how you make the api chaining strong and stable in your workflow.

The mechanics of chaining rely on these elements:

  • Data Passing: This means taking some data from one API response, like an authentication token or a user id, and then using it in the next API request. This is what links the chain together in the workflow.
  • Dependencies: Later API calls in the chain need the earlier calls to work first. If the first API call does not go through, the whole workflow does not work, because the needed data such as the user id does not get passed forward
  • Sequence: You have to run the API calls in the right order. If you do not use the right sequence, the logic of the workflow will break. Making sure every API call goes in the proper order helps with validation of the process and keeps it working well.

It is important to manage these ideas well when you build strong chains. For security, you need to handle sensitive data like tokens with care. A good practice is to use environment variables or secure places to store them. You should always make sure you have the right authentication steps set up for every link in the chain.

What is API Chaining?

API chaining is a way in software development where you make several API calls, but you do them one after another in a set order. You do not make random or single requests. With chaining, each API call uses the result from the last call to work. This links all the api calls into one smooth workflow. So, the output from one API is used in the next one to finish one larger job. API chaining helps when there are many steps and each step needs to follow the one before it. This happens a lot in workflows in software development.

Think of this as making a multi-step process work on its own. For example, when you want to book a flight, the steps are to search for flights first, pick a seat next, and then pay. You need to make one API call for each action. By chaining these API calls, you connect the different endpoints together. This lets you use one smooth functionality. It makes things a lot easier for the client app, and it lowers the amount of manual work needed.

Let’s look at how you can use the Postman tool to do this in real life.

How to Create a Collection?

One simple way to begin with api chaining is to use Postman. Postman is a well-known tool for api testing. To start, you should put your api requests into a collection. A collection in Postman is a place where you can group api requests that are linked. This makes it easy to handle them and run them together.

Creating one is simple:

  • In the Postman app, click the “New” button. Then choose “Collection.”
  • Screenshot of Postman’s “Create New” menu showing options to create a Request, Collection, Environment, API Documentation, Mock Server, and Monitor.

  • Type a name that shows what the collection is for, like “User Workflow.” Click “Create.”.
  • Screenshot of Postman showing the “Create a New Collection” window, with the collection name set to “APIChainingDemo” and the Create button highlighted.

After you make your collection, you will have your own space to start building your sequence. This is the base for setting up your chain API calls. Every request you need for your API workflow will stay here. You can set the order in which they go and manage any shared data needed to run the chain api calls or the whole API workflow.

Add 2 Requests in Postman

With your collection set up in Postman, you can now add each API call that you need for your workflow. Postman is a good REST API client, so this step is easy to do with it. Start with the first request, as this will begin the workflow and set things in motion.

Here’s how you can add two requests:

  • First Request: Click “Add a request.” Name it “Create User.” Add the user creation URL and choose POST as the method. Running it will return a user ID.
  • Second Request: Add another request called “Get User Details.” Use the ID from the first request to fetch the user’s details.

Right now, you have two different requests in your collection. The next thing you need to do is to link them by moving data from the first one to the second one. This step is what chaining is all about.

Use Environment variables to parameterize the value to be referred

To pass data between requests in Postman, you need to use environment variables. If you put things like IDs or tokens by hand, it is not the best way to do this. It is slow and makes things hard to change. Instead, environment variables let you keep and use data in a way that changes as you go, which works well for chaining your steps. They are also better for keeping important data safe.

Here’s how to set them up:

  • Click the “eye” icon at the top-right corner of Postman to open the environment management section. Click “Add” to make a new environment and give it a name.
  • In your new environment, you can set values you need several times. For example, you can make a variable named userID but leave its “Initial Value” and “Current Value” empty for now.

When you use {{userID}} in your request URL or in the request body, it tells Postman to get the value for this variable every time you run it. This way, you can send the same requests again and again. It also lets you get ready for data that changes, which you may get from the first call in your chain.

Update the Fetched Values in Environment Variables

After you run your first request, you need to catch what comes back and keep it in an environment variable. In Postman, you can do this by adding a bit of JavaScript code in the “Tests” tab for your request. This script will run after you get the response.

To change the userID variable, you can use this script:

  • Parse the response: First, get the JSON response from the API call. Just type const responseData = pm.response.json(); to do it.
  • Set the variable: Now get the ID from the the api response, and put it as an environment variable. Write pm.environment.set(“userID”, responseData.id); for this.

This easy script takes care of the main part of chaining. When you run the “Create User” request, it will save the new user’s id to the userID variable on its own. It is also a good spot to add some basic validation. This helps make sure the id was made the right way before you go on.

Run the Second Request

Now, your userID environment variable is set to update on its own. You can use this in your second request. This will finish the chaining process in Postman. Go to your “Get User Details” request and set it up.

Here’s how to finish the setup:

  • In the URL space for the second request, use the variable you made before. For example, if your endpoint is api/users/{id}, then your URL in Postman should be api/users/{{userID}}.
  • Make sure you pick your environment from the list at the top right.

When you run the collection in Postman, the tool sends the requests one after another. The first call makes a new user and keeps the user id for you. Then, the second request takes this id and uses it to get the user’s details. This simple workflow is a big part of api testing. It shows how you can set up an api system to run all steps in order with no manual work.

Step-by-Step Guide to Implementing API Chaining in Automation Testing

Adding API chaining to your automation testing plan can help make things faster and cover more ground. Instead of having a different test for each API, you can set up full workflows that act like real users. The main steps are to find the right workflow, set up the sequence of API calls, and handle the data that moves from one call to the next.

The key is to make your tests change based on what happens. Start with the first API call. Get the needed info from its reply, like an authentication token or an ID. You will then use this info in all the subsequent requests that need it. It is also good to have validation checks after every call. This helps you know the workflow is going right. This way, you check each API and see if they work well together.

Real-World Use Cases for API Chaining

API chaining is used a lot in modern web applications. It helps make the user experience feel smooth. Any time you do something online that has more than one step, like ordering a product or booking a trip, there will be a chain of API calls working together behind the scenes. This is how these apps connect the steps for you.

In software development, chaining is a key technique when you need to build complex features in a fast and smooth way. For example, when you want to make an online store checkout system, you have to check inventory, process a payment, and create a shipping order. When you use chaining for these steps, it helps you manage the whole workflow as one simple transaction. This makes the process more reliable and also better in performance.

These are a few ways the chaining method can be used. Now, let us look at some cases in more detail.

Multi-Step Data Retrieval in Web Applications

In today’s web applications, getting data can take several steps. Sometimes, you want to find user information and then get the user’s recent activity from another service. You don’t have to make your app take care of both api requests. The api gateway can be set up to do this for you.

This is a good way to use a sequence of API calls. The workflow can go like this.

  • The client makes one request to the api gateway.
  • The api gateway first talks to a user service to get profile details for this user.
  • The gateway then takes an id from that answer and uses it to call the activity service. The activity service gives back recent orders.
  • After this, the gateway puts both answers together and sends all the data back to the client in one payload.

This way makes things easier on the client side. The server will handle the steps, so it can be faster and there will be less wait time. It is a good way to bring data together from more than one place.

Automated Testing and Validation Scenarios

API chaining is key in good automated testing. It lets testers do more than basic checks. With chaining, testers can check all steps of a business process from start to finish. This way, you can see if all linked services in the API do what they are meant to do. By following a user’s path through the app, you make sure every part works together, and the validation is done in the right way.

Common testing situations that use chain API calls include the following:

  • User Authentication: A workflow to log in a user, get a token, and then use that token for a protected resource.
  • E-commerce Order: A workflow where you add an item to the cart, move to checkout, and then confirm the order.
  • Data Lifecycle: A workflow to make a resource, change it, and then remove it, checking at each step to see how it is.

These tests help a lot in software development. They find bugs when parts in software come together. Rest Assured is one tool that lets you build these tests with Java. It is easy to use. If you add it to the CI/CD pipeline, it helps the whole process work better. So, you can catch problems early and keep things running smooth.

Tools and Platforms for Simplifying API Chaining

Tool/Platform How It Simplifies Chaining
Postman Graphical interface with collections and environment variables.
Rest Assured Programmatic chaining in Java for automated test suites.
API Gateway Handles orchestration of API calls on the server.

Automating Chains with Postman and Rest Assured

For teams that want to start automation, Postman and Rest Assured are both good tools. Postman is easy to use because it lets you set up tasks visually. With its Collection Runner, you can run a list of requests one after the other. You can also use scripts to move data from one step to the next and to check facts along the way.

On the other hand, Rest Assured is a Java tool that helps with test automation. You can use it to chain API calls right in your own Java code. This makes it good for use in a CI/CD setup. Rest Assured helps make automation and testing of your API easy for you and your team.

  • With Postman: You set up and manage your requests in a clear way using collections. You also use environment variables to connect your requests.
  • With Rest Assured: You need to write code for each request. You read the value you get back from the first response, then use that value to make and send the next request.

Both tools are good for setting up a chain of calls. Rest Assured works well if you want it in your development pipeline. Postman is easy to use, and it helps you make and test things fast.

Leveraging API Gateways for Seamless Orchestration

API gateways give a strong and easy way, on the server, to handle API chaining. The client app does not need to make several calls. The gateway will do that for the client. This is called orchestration. In this setup, the server gateway works like a guide for all your backend services.

Here’s how it typically works:

  • You set up a new route on your API gateway.
  • In that route’s setup, you pick a pipeline or order for backend endpoints. These endpoints will be called in a set order.

When a client sends one request to the gateway’s route, the gateway goes through the whole chain of calls. The response moves from one service to the next, step by step. For example, Apache APISIX lets you build custom plugins for these kinds of pipeline requests. This helps make client code easier, cuts down network trips, and keeps your backend setup flexible.

Conclusion

To sum up, API chaining is a strong method that can help make complex API requests easier. It helps you get data and set up automation faster. When you understand the basics and use a clear plan, you can make your workflow more simple. It also makes testing better, and you will see smooth data interactions between several services. Using API chaining helps improve performance and brings more order when you handle dependencies and sequences. If you want to know more about api requests, chaining, and how api chaining can help with automation and your workflow, feel free to ask for a free consultation. This way, you can find solutions made just for you.

Frequently Asked Questions

  • How can I pass data between chained API requests securely?

    For safe handling of data in chained api requests, it is best to not put important information straight into the code. You can use environment settings with tools like Postman. This keeps your login details away from your tests and keeps them safe. When it comes to api chaining on the server, an api gateway is helpful. It can manage how things move along, change the request body, and keep all sensitive data out before moving the data to the next service.

  • What challenges should I consider when designing API chaining workflows?

    When you design api chaining workflows, the big challenges are dealing with how each api depends on the others and what to do if something goes wrong. If one api call fails in the chaining process, then the whole sequence can stop working. You need strong error handling to stop this from causing more problems down the line. It can also be hard to keep up with updates. A change to one api can affect other parts of the chain, so you may have to update several things at once. This helps you avoid manual intervention.

  • Can API chaining improve efficiency in test automation?

    Absolutely. API chaining makes test automation much better by linking several endpoints. This lets you check end-to-end workflows instead of just single parts. You get more real-world validation for your app this way. It helps people find bugs in how different pieces work together, and automates steps that would take a lot of time to do by hand. API chaining is a good way to make automation stronger.

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