Managing key-values in Consul using ConsulKV CRD

We have been deploying applications on Kubernetes for over two years. We mostly followed a lift-and-shift approach while migrating to Kubernetes. We looked for everything that Ansible used to do for us and tried to replicate it in Kubernetes. At first, everything seemed to work. But over time we realized…

The Final Call — The good and the bad of React Native

Photo by Tingey Injury Law Firm on Unsplash This blog is part of the Grofers React Native blog series. Through this series we attempt to share the journey of integrating React…

Credentials leaked in public? Here’s what Grofers implemented to prevent such mishaps!

The biggest…

Adopting Tekton — Cloud Native CI Solution

We have been exploring Tekton as a CI platform recently for office and off-office work. So I thought to share all my findings with you. Tekton is a powerful yet flexible, Kubernetes-native open-source framework for creating continuous integration and continuous delivery (CI/CD) systems. But before we proceed, let’s see what…

Reducing AWS data transfer cost: Kubernetes from Multi-AZ to Single-AZ

The only silver lining for us during COVID-19 was that we got a chance to optimize our resources in our run to cut costs — a long-pending activity. All the teams across the organization were focused on reducing the operating costs as much as possible. Similarly, DevOps teams were mainly…

What we have been shipping at Grofers

In March, COVID-19 changed a lot of things for the world. Grofers has been no exception. Unlike many business and economic scenarios that can be estimated or predicted for, COVID-19 stands as a tough exception. What this means for us is that our larger focus for March has been on…

Data and the bid to simplify grocery

The most critical thing for any business to understand is what their user is looking for and address those needs efficiently. This can be done through collecting explicit user feedback as well as by analyzing their behavior on the platform through the rich engagement…

How My Grofers Internship Came To Be

Design by Asif Jamal In May 2019, I started my internship at Grofers — India’s largest online grocery retailer. I was joining the infrastructure team that has some of India’s smartest and most capable engineers working on problems of scale. Me? It was my first time working in a real, professional environment. I was…

Community Update — March 2019 (Bangalore)

Building Personalisation at Scale

I have talked about how we have been building a technology first company in my previous post. Taking this further, I am back with the next level of innovation we have been doing to make our customer journey as satisfying as its for us to serve them! At Grofers, our…

Evolving Continuous Delivery in a Cloud-Native Environment

On Setting Up Our AWS VPC

TL;DR: This blog post is about the choices we made while trying to organize our infrastructure resources in AWS VPC and automating everything around it. Our Infrastructure So Far Since we signed up on AWS fairly recently, we were given a VPC by default. We used to launch EC2 instances seamlessly…

How Grofers Doubled The VIP Pass Purchase Conversion For India’s Biggest Grocery Sale

The GOBD sale. The e-commerce sector in India continues to grow rapidly with major peaks around the holiday period. Sometimes a good ol’ sale will give you a baseline jump faster than any new product initiative on a fixed scale of time. Making the sale big therefore is of paramount importance. At Grofers…

Do You Need A Personal OKR?

Design by Asif Jamal Making a contract with your future self When we started using OKRs in Grofers, it was to ensure that we had a way of getting everyone on the same page around what was important towards our goals as a team and as a company. This exercise taught us a lot and although we’ve failed in every…

Origins of Data Lake at Grofers

Design by Asif Jamal The Beginning As Data Engineers at the biggest online grocery company in India, one of our major challenges is to democratize data across the organization. But, when we began evaluating how well we were doing on this goal, we realized that frequent errors in our data pipelines had caused our business teams…

Iris — Merchant Discovery at Grofers

A, C, and E are the visible merchants Each merchant in our system has the following characteristics: Merchant location Merchant serviceability distance (i.e. places where the merchant delivers) As soon as the user opens the consumer app, the user location gets fired. We consider a list of…

Ansible at Grofers (Part 1) — Introduction

About a year ago, we started setting up our infrastructure platform to make daily system operations and infrastructure maintenance easy and enable our developers in a way that they can move faster. This post is part one of a series on how we use Ansible at Grofers…

It’s a million small things that matter

I joined Grofers in July 2018 from a young startup to throw myself into a previously unexplored territory of the Indian e-commerce and to experience product management at 10x the scale I have been working at. To my delight, the last four months have been no less than a roller…

Learnings From Two Years of Kubernetes in Production

Almost two years back, we took the decision to leave behind our Ansible based configuration management setup for deploying applications on EC2 and move towards containerisation and orchestration of applications using Kubernetes. We have migrated most of our infrastructure to Kubernetes. It was a big undertaking and had its own…

Community Update: Announcing Grofers Tech Talks!

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Designers, Good Designers, And Great Designers

To design is to solve a problem. And we solve problems all day long! Does that make everyone a designer? Got into a fight with your partner? Here are some possible solutions: Shout and scream until you explode Bring them flowers Whip yourself a hundred times in an act of self-flagellation Write a card Buy them a present Stop talking and hope they forget about it (my favourite), etc. Finally…

Personal Staging Environment for Micro-Services Architecture

Grofers has been following micro-services architecture for a while now. While there are plenty of advantages…

Get Your Product The Attention It Deserves

Design by Asif Jamal It’s Christmas time. You’re walking down that crowded market street. After having saved money for a long time, you’re now hunting for presents for your loved ones. You have narrowed down your idea of a gift and have decided to get them the best sweaters in town. Your friend tells you of a…

Monitoring Java Web Apps using Prometheus and Grafana

Recently, I have been exploring ways to make systems as monitorable as possible, which means minimizing the number of unknown-unknowns!

Why physical storage of your database tables might matter

In our quest to simplify and enrich online grocery shopping for our users, we experimented with serving personalized item recommendations to each one of them. For this we operated in batch mode and pre computed relevant top 200 item recommendations for each user and dumped the results in a table…