A lyrical scream to rap on the state we are in today.

Photo by Luke Porter on Unsplash

You did not read the fine print.
People are for profit.
“Go vote, or choke on it”.
This has been a broken system.
How could you not know of it?

You too cannot ask for O2
Even if you swelled up the crowd
They asked you to go to,
Even if you lowered your guards
For good days, (doom) and profit.

How did you miss the fine print?
These days are not for you.
The “good” has fooled you too.
The profit’s not for you.
You are a data point. Yes, you too.

How can you miss the fine print?

A hands-on guide to building API-driven workflows in Postman. Or, how you can combine APIs from Slack, AWS, GitHub, Dropbox and the likes to get things done.

Photo by Barn Images on Unsplash

Good APIs encapsulate domain knowledge. You may use Twilio to embed multi-channel in-app communications, Stripe to process payments and AWS to host your applications. When you use an API, you let domain experts take care of the nitty-gritties while you get your work done. Much of our daily tasks today depend on calling multiple endpoints across different services in a single workflow.

In this article we will look at what involves APIOps and how you can do it with Postman. I will cover some of the lesser known features of Postman that will upgrade your APIOps game.

API-first Ops is for everyone

APIOps is a…

A strategy to ensure all of your APIs are tested, all the time.

If APIs were cupcakes, how would you test them continuously? You can eat them only once. Photo by Brooke Lark on Unsplash

Software composition is increasingly moving towards an API-driven world. If you follow what we write and talk about at Postman, you have probably come across this statement multiple times. We cannot emphasize this enough.

APIs are the building blocks of large software systems that are being built today. More and more companies are moving towards an API-first approach. Building systems as APIs is becoming a business decision, instead of only a technology decision. Ensuring stability, security, performance, and availability are high priorities in this scenario. These shifts have made API testing a first-class objective when building and shipping APIs.


Implementing consumer-driven contract testing is a great way to maintain growing microservices stacks. It frees teams from getting blocked on API discrepancies when done regularly. Here is how Postman can help you do it better.

Contract tests ensure sanity and uniformity of interactions between services.

API behavior is typically described in documentation pages which list available endpoints, request data structures and expected response data structures, along with sample query and responses. These documentation are then used by people building systems that consume those APIs.

But, documentation written separately do not shield the consumers of the APIs from changes in the API. API producers may need to change the response data structure or rename an endpoint altogether to keep up with business requirements.

The onus of incorporating these changes then falls on the consumers of those APIs who have to keep checking the documentation for any…

Is that who we are?

“lit matchstick” by Yaoqi LAI on Unsplash

Do languages, religions and traditions separate us?
Or is it the mindset of hating the others?

Dislike of the unlike.
Polarization. Us against them.
Bread less valuable than cakes.
Economy burning up nature,
Not giving what it takes.

Are we not the real Daleks of this world?

API developers and testers often take the manual testing route when it comes to debugging and testing their services. What are the challenges that they face in automating their API test suite? How can they begin their journey towards automation?

In my previous article, I talked about practices that can be implemented to build sustainable processes for integration testing of APIs and microservices. I had mentioned transitioning from manual to automated testing as one of the items on the checklist in that article. That journey requires more of a transformation than a transition.

Goals — Short term: Automation. Longer term: More Automation. Idea courtesy Kunal Nagpal.

We have been talking to engineers about how they build and consume services, both internal and external to their organization. We talked to system engineers, QA engineers, test automation experts, backend developers and full-stack developers. …

How the concept of integration testing changes and evolves with the ever-increasing complexity of a services and API driven software development landscape and how you can deal with it — a high level introduction

If you are responsible for shipping software that are built using multiple components, you would want to ensure that all these pieces work as expected when a user is using them in real life. In any such distributed systems context, the complexities and challenges of how you would test your stack grow exponentially with the number of components your entire stack is built of.

Complexity of a microservices stack is multiple times higher than a monolith architecture.

There can be multiple databases, multiple services talking to each other, 3rd party APIs that your applications integrate with and so on. …

Photo by Gaurav K on Unsplash

Have you seen the fogs roll up
Spread among the mountains,
Glistening, sparkly, wispy,
On the way to Chamoli?

Do you know the life of a fog?
Oh, how stuffy and trapped it feels!
The claustrophobia of clustered mists
Hanging on Chamoli’s peaks.

Do you know how much I want to tower?
Oh, how I wanna cut off the sun!
How I would be more than a fleeting mist
And make Chamoli’s days go dark.

Oh, Chamoli!
You shall see a different me!
Oh, Chamoli!
I’m going to break free!

I envy the cars that
Crawl over the mountains
Rising higher and…

Photo by Matthieu Joannon on Unsplash

The world of rhyme makes no sense.
Time has itself stopped running.
It’s trotting up the hill. Slow. Calm.
Relaxed. Its gait upright charming.
It is time, for a slow descent into madness.
The world I have, it makes no sense.
Watch. Clap. Move on. Forget.
The Show is over. No Replays.
There were no rehearsals either.
Everyone an improvising actor on this stage,
Imposed to punch their next line,
Kick the dust off the red velvet of Life.

Of Earth. Rain. That smell. Of wet grass.
Of Earthen pots. The natural perfume.

Juice the Apple. Stop the shriek!
Hither us…

Photo by meriç tuna on Unsplash

Allow me this one last ode before I fade.
I can feel the trembling in the ground.
A storm has already uprooted some trees.
The warmth of this fireplace is the only thing
That I feel in this cold nether world.

Allow me to soak in all that is done and said,
Let me take one last stroll around.
Let me prepare while the world idles.
I have neither time nor luxury
To afford a shelter in this cold nether world.

But what ode shall you play
When the mind loses its way?

To Joy, I leave all of my…

Kaustav Das Modak

Looking for patterns in chaos.

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