From Experimentation to Scale: PhonePe’s AI Journey in HR
At PhonePe, our strategy for AI in HR was never about deploying a single, generic solution. Instead, we set out to build a fit for purpose ecosystem prioritizing speed, flexibility, and accuracy embedded directly into daily workflows. AI Readiness began before AI. We have been…
The Right Pixels: Optimising Images at Meesho’s Scale
Client-side engineering lessons from optimizing billions of image loads every day in Meesho’s Android app. Within the Meesho app, images serve as the product surface itself rather than mere ornamentation. Users judge fabric, finish, colour, fit and detail through pixels, while…
LLMs for Relevance: Automating High-Quality Product Relevance Labeling in Flipkart Search
Amey Patil , Shreya Malani· November 2025 Every product you see on a Flipkart search results page is there because a system decided it was relevant to what you typed. But how do we know those decisions are good? Someone — or something — has to look at a query and a product and…
Meesho's Buy Now Pay Later Story: We Didn't Just Build a Feature. We Built a Habit.
Imagine you find the perfect product on Meesho. The price is right. The deal is live. But your salary hits next week. So you close the app and move on. That moment, small, quiet, repeated millions of times every day is the problem we decided to solve. India has no shortage of…
Why Generic Messages Fail: Driving CTR Through Personalized Sale Communications
Archana opened her WhatsApp on a Monday morning. Among her messages sat one from Meesho: a sale announcement with a single product image. A kitchen mixer. She scrolled past without clicking. Here's what we didn't know: Archana had spent the previous week browsing ethnic wear.…
Building Reviews at Scale - From Synchronous Writes to Event-Driven Intelligence
At Meesho, reviews are one of the strongest drivers of trust. They influence not just what users buy, but how sellers build reputation and how product quality is interpreted relative to price. But building a review system at scale quickly stops being a UI problem. It becomes a…
Personalization from Day One: Solving the Cold Start Problem at Meesho
New users rarely give second chances. If their first experience on the app, especially the homepage product feed, feels irrelevant then they leave quickly. At Meesho, we noticed that our static homepage product feed for new users was causing high bounce rates and a poor first…
What is Feed Re-ranking? Online shopping platforms face intense competition, where the ability to deliver the most relevant products to customers is crucial. A well-organized and relevant product feed, which inherently is a list of products, forms the backbone of any E-commerce…
Product Announcements at HasuraCon’22: making GraphQL the ultimate Data API
Hasura releases GraphQL Data Connectors alpha SDK, Streaming Subscriptions API, Hasura availability on AWS Marketplace, support for Open Telemetry as well as General Availability of a GitOps workflow with Hasura Cloud and Hasura Cloud on Google Cloud Platform.
We’re bringing the global Hasura community together to share exciting product releases, inspiring keynotes, real-world use cases, hands-on workshops, and our very first HASURAwards!
We are excited to announce our funding of $100M led by Greenoaks, Lightspeed growth, and participation from existing investors Nexus, Vertex, and Strive.
This release contains some large refactorings to the core of the Hasura product, as well as some large new feature additions. I’m going to talk about the software engineering tasks we tackled, challenges we encountered and how we met them.
In this post, I’m going to talk about the product vision of Hasura, our technical design philosophy, how Hasura compares to other technologies in the landscape and finally some FAQs about Hasura.
ನಮಸ್ಕಾರ (Namaskāra)! This is not a post on fintech, or even technology for that matter. This is the story of a product of tenacity, selflessness, and passion; a product that will transcend and outlive most technology we know of. This is the story of a massive dictionary that…
Engineering the product on Day 1 to handle hyper-growth in the future Every entrepreneur in the technology space, starts his or her journey with the dream of building a product or providing a solution that addresses a strong need, or solves a fairly pervasive problem using…