Internal platforms, frameworks, SDKs and tooling.
“How we architected an AI system with async + spark distribution to mine millions of data points for patterns in under an hour.” by Sriharan Manogaran, Rahul Misra, Anand Chiddarwar Introduction As businesses grow, so does the amount of data they generate. Every click, purchase,…
Introduction Ever wondered why your backend slows to a crawl when comparing massive sets of strings? Here’s how we turned a bottleneck into a lightning-fast operation using bitsets. Efficiently checking for overlaps between large sets of strings is a common challenge in…
“If you can test it before you merge it, you can trust it when you ship it.” by Arvindan Frontend teams typically are efficient if they handle PR in different manners. Classical PR reviews slow down when reviewers can’t open the change in the browser and try it like an end user.…
by Anush Arvind Incorporating AI into the software development lifecycle has transformed how high quality applications are built and shipped. What once took weeks of iteration, debugging, and context switching can now be achieved in hours, with AI assisting in design, coding,…
by Anish Gopalan The 3 AM Wake-Up Call Nobody Wants It’s 3 AM. Your phone buzzes. The chat app you’ve built is down. Completely down. PostgreSQL has shut itself down to prevent data corruption, and millions of users are unable to send messages. The culprit? Something called…
Introduction When the SOLR query logic expanded into a 12,000-line monolithic implementation, each modification introduced significant risk, making every change feel akin to defusing a critical system. Adding a market-specific override required yet another if block, compounding…
A Story from the Frontlines of Threat Intelligence The identification of cyber threats in e-commerce is challenging because discussions on topics like gift cards and discounts, when found on underground forums, can signal fraud yet closely resemble normal customer behavior. For…
1. Abstract Managing Data Science programs requires a structured approach to handle the complexities of data, model development, and business alignment. This whitepaper provides a comprehensive guide on the effective program management of Data Science programs by technical…
Brand Self Serve (BSS) is a core web application within Flipkart(https://advertising.flipkart.com/), designed for advertisers (Brands and Sellers) to create and manage advertisements in multiple formats. These ads are strategically placed on designated slots across flipkart.com…
Re-architecting Flipkart’s Rate Card Engine: The Journey to Building a High-Scale, Generic Rate Card Platform Introduction In the hyper-competitive world of e-commerce every cent matters. How marketplace fees are calculated, charged and displayed to millions of sellers at…
Gen AI Video — Building A Scalable Validation Framework We discuss building strong eval frameworks as part of our Generative AI studio to ensure that generated video maintains a high quality bar.Introduction As JioHotstar scales to serve one of the world’s largest streaming…
Postman recently rolled out Organizations, a new set of features designed to allow Enterprise plan customers to set up multiple Teams under...
Flipkart serves thousands of sponsored ads across various pages and with search queries. Advertisers are charged based on the impression views or clicks generated by their campaign content. In the high-velocity domain of AdTech, the latency between an ad impression/click and a…
We’ve all spent way too many years falling asleep to sitting through boring videos seemingly made in the 1900s–that you can’t speed...
We’ve been a Java shop for years, and now agentic AI demands us to rethink. How I got here? I’ve been in the Java world for more than 30 years. Java has been my default answer to “what should we build this in?” for most of my career. I’ve seen it grow from applets and early web…
Triksha — Securing AI with AI at Flipkart TL;DR GenAI apps introduce a new attack surface where prompts become the primary vector of exploitation, making generic application security ineffective for real-world, fine-tuned LLMs like e-commerce support bots. Triksha, Flipkart’s…
Postman has joined Wiz’s Zero Critical Club, “a prestigious group of Wiz customers who have achieved the extraordinary feat of having zero...
Context Ambitious goal and the scope of the problem We were chasing a critical, futuristic business requirement for our big data pipelines achieving “1-day planning,” defined as a total execution window of 24 hours or less. The entire process is extensive, processing a 7TB data…
Postman Security knows that trust begins with transparency. So we are following up (as promised!) on the Shai Halud attack we first...
Image Source: Google Nano BananaTL;DR LLMs struggle to summarize the thousands of reviews for a single product because of context window limits and conflicting opinions. The proposed solution, XL-OPSUMM, is a scalable framework that summarizes reviews incrementally (in chunks)…
APIs are the nervous system of modern software. They power apps, SaaS platforms, fintech products, and even your coffee machine. Yet, APIs...
Update: our RCA has been posted here. Postman has discovered unusual activity in our NPM org relating to the ongoing “Shai-Hulud 2.0...
In today’s rapidly evolving API landscape, security isn’t a box to check; it’s a dynamic, evolving strategy. At Postman, we’re not just...
Postman’s commitment to Product Security begins with our approach to Application Security. Every engineering team in Postman has an assigned Security Engineer...
At Postman, we are committed to delivering simple, practical and easy-to-use tools that make building and testing APIs efficient and effortless. Postman...
At Postman, we serve millions of developers building, testing, and documenting APIs. As our platform scaled, so did the complexity of managing...
The Rising Tide of E-commerce Fraud We are deeply aligned with our aim to democratize our platform—with new entrepreneurs joining and logistics partners working across pin codes in India. This inclusivity is our biggest strength—and also the reason why we need to be extra…
Introduction: The Need for Bulletproof Deployments at Scale As our platform scaled and user expectations rose, so did the need for rock-solid infrastructure. One critical challenge surfaced: ensuring zero-downtime deployments while rolling out new features at speed. Despite…
Problem Statement PhonePe, as a payments platform, has an essential feature that allows users to check all past transactions. When payments are made to businesses/merchants, users have access to a historical view of all such transactions. For peer to peer transactions, however,…
At ShareChat, our in-house ML feature system powers personalized feed recommendations across the platform.Built on Apache Flink, it serves as a feature-as-a-service platform for scalable computation
Revolutionizing Communication at Scale At Meesho, seamless communication is at the heart of our user experience. Whether it’s an OTP for login, an order update, or a personalized shopping recommendation, our platform ensures timely and reliable messaging across multiple…
Revolutionizing Communication at Scale At Meesho, seamless communication is at the heart of our user experience. Whether it’s an OTP for login, an order update, or a personalized shopping recommendation, our platform ensures timely and reliable messaging across multiple…
The final piece of the puzzle: Data access layer In the previous installments of this series (part 1 [https://hasura.io/blog/escaping-the-data-doom-loop-in-financial-services], part 2…
Learn why tracking the evolution of your data architecture in Hasura's Data Delivery Network (DDN) isn't just nice to have – it's essential for robust governance and intelligence.
In Part 1, we covered the data doom loop [https://hasura.io/blog/escaping-the-data-doom-loop-in-financial-services] – the cycle of complexity, inefficiency, and eroding trust in financial data that persists despite massive investments. The solution isn’t another sweeping…
PromptQL addresses the limitations of traditional approaches like RAG, Text-to-SQL, and Tool Calling. PromptQL provides measurable improvements in accuracy (with a clear path to reaching 100% accuracy) when connecting LLMs to enterprise data.
Across industries – and especially in highly regulated sectors like healthcare, financial services, and government – MongoDB has been a preferred database solution for organizations handling large volumes of sensitive data that require strict compliance adherence. In such…
Financial firms that successfully escape the data doom loop are shifting toward a pragmatic, business-driven approach focused on three key elements.
In today's data-driven world, connecting AI to your organization's data remains a significant challenge. What if you could build AI assistants that can query databases, access customer support tickets, and even take actions—all using natural language?
By integrating web search in PromptQL, you can enrich your private data – stored in any systems like Snowflake, BigQuery, PostgreSQL, MongoDB, or accessed through APIs – with current real-time details from the web.
Freaking hard Migration from MongoDB to PostgreSQL: Leveraging Data Platform for Scalable Success Introduction In today’s fast-paced digital landscape, selecting the right database technology is a crucial decision for any organisation’s success. Initially, MongoDB’s flexible…
Hasura’s metadata-based approach is a data governance solution, acting as a semantic layer for your data, preserving clear lineage and robust governance.
We’re thrilled to introduce the Platform Dashboard for Hasura Data Delivery Network (DDN) – a comprehensive solution to elevate your operational efficiency, data observability, and decision-making.
With millions of Indian sports fans across our Dream Sports ecosystem, it takes a highly data-driven team to understand what is required for great fan engagement and ultimately making sports better through our various brands. At Dream11 too, we have been on a constant mission to…
One of the most effective guardrails in AI systems today is human-in-the-loop (HITL). This blog explores why HITL systems are crucial, how they align with the principles of agentic AI, and how PromptQL simplifies their implementation in the AI Assistant interface.
In this blog post, we’ll explore the features and limitations of the current monitoring setup, how we’re leveraging Grafana, Prometheus, and Hasura’s Data Delivery Network (DDN) to offer a more comprehensive solution, and what this means for the future of monitoring in Hasura…
Over the past few weeks, we’ve introduced a series of exciting updates to PromptQL that enhance its power, accessibility, and collaboration capabilities. These enhancements are focused on simplifying workflows. Everything is now live and ready to explore!
With the PromptQL Program API, you can now trigger PromptQL programs via HTTP, bringing flexibility and intelligence to your business workflows. The API ensures seamless integration outside the chat interface of the PromptQL Playground.