Personal Staging Environment for Micro-Services Architecture

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

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…

Application Server Optimization

For the past few weeks, I have been working on improving our system. The improvements involve metrics related to latency. In this article, I am sharing some recipes that I found helpful in my work. This article will be Python-Django specific. I think it should be generally…

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…

Grofers Lambda: A 2019 Year-In-Review

The most-read authors, stories, and what’s coming in 2020. In 2019, we increased our focus on Lambda with an aim to share stories that give you an insider look into the tech and people that run Grofers. As a result, 2019 turned out to be an incredible year of learning for all of us at Grofers engineering. Best? our…

Evolving Continuous Delivery in a Cloud-Native Environment

How We Sustain DNS Outages at Grofers

Design by Asif Jamal Cloudflare is one of the most popular DNS and CDN service provider currently used by over 16 million internet sites. Every day, these sites utilize Cloudflare’s services for performance enhancement, DDoS mitigation, and more. We do too. So when Cloudflare suffered multiple outages, it affected websites around the globe. And…

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…

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…

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…

Show and Tell S02E01

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…

Is your MVP slowing you down?

Over time, the term Minimum Viable Product (MVP) has started meaning different things to different people. Before I proceed to put my point across, it will be helpful to…

Making Grocery Shopping Faster on Web

We released Grofers’ web platform about two months back. This post describes a few performance improvements that we have achieved in recent times. Background To bring about more user engagement and open the most straightforward user acquisition channel, we released our web platform to make it possible for…

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…

A Day in Release Engineering at Grofers

This post touches up facets of what release engineering is at Grofers and what the life of an engineer on this team looks like. After reading this, one should get an idea about why it is important to us, what is an engineer supposed to do to support the team…

Giving the power of data in hands of your data analyst

Over the last 3 years, our data analytics team has grown from one central team of 4 to over 100 members. Our analysts are spread across our data team, business functions and data science teams. So needless to say, as both data and the team grew, our ways of working…

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…

Improving Web Performance with Code Splitting and Resource Hints

Background In our previous post about performance optimization on Grofers.com, we discussed how we split our single large JS bundle…

Open-sourcing codon: workflow framework for building aggregator APIs

As a startup, we need to experiment with our product a lot — constantly changing our UI and our backend processes to support new experimental features…

Postmortem: Outage due to Elasticsearch’s flexibility and our carelessness

On November 25 at 4:30 AM, our consumer apps stopped working because of some issue with our backend API. This article is a postmortem of what happened that night. Some Background Our product search and navigation is served from Elasticsearch. We create daily index of products, related merchant data…

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…

How I Started Working With Kubernetes

Animation by Asif Jamal I first heard about Kubernetes in 2016. When Docker was the new boom, Kubernetes was introduced as a prototype system to manage containers. Though I was unsure of getting into it, I passed it at that time as I was content with containers and didn’t need any orchestration. However, when…

A Comprehensive Guide To Deploying A Website In Kubernetes

Recently, we at Grofers took a decision to migrate all our services to Kubernetes. Now during the process of migrating our frontend website to Kubernetes, we realised that the default Rolling Update deployment strategy doesn’t work that well and we had to shift to Blue Green strategy instead (we’ll go…

Progressive Web Apps, UX and Engagement

In the past few years, Web Applications and Smartphone based Mobile Applications have played a…