Blog

• 5 Minutes. 4000+ API Test Cases. Zero Human Involvement
  In today’s era of hyperscale platforms, velocity is everything. At Jio Commerce Platform (JCP), where hundreds of APIs power millions of user journeys , ensuring stability, reliability, and rapid iteration is a non-negotiable foundation. But here’s the challenge: Every time a backend spec changes, a new endpoint is added, or ....
  JUL 15, 2025
  
• Reimagining Software Release Engineering with AI Agentic Workflows
  Software releases today demand more than just speed — they demand precision, repeatability, and resilience . Traditional release engineering has long relied on manual oversight and brittle automation scripts. But with the rise of AI agentic workflows , the game is changing. These autonomous, task-oriented agents can learn, reason, and ....
  JUL 14, 2025
  

• Heuristic Assertion Agent: Automating Schema-Free API Testing
  Imagine testing an API without a documented schema or predefined test cases, how would you verify the response? As testers, quality engineers, and automation developers, we frequently encounter APIs that are under-documented, rapidly evolving, or third-party services we have limited visibility into. Writing robust tests in these cases becomes challenging, ....
  JUL 11, 2025
  
• Testing Internationalization & Localization Workflows: Ensuring Accurate Multilingual Experiences
  As global audiences demand seamless experiences in their native languages, robust internationalization (i18n) and localization (L10n) testing workflows have become critical to product success. This workflow harnesses automated extraction, LLM-based validation, and comprehensive reporting to compare source and localized content across two homepages. By understanding where translations may fall short—whether ....
  JUL 04, 2025
  
• Understanding Model Behavior: Why It Matters for Testers
  As AI becomes deeply embedded in software quality assurance—especially in test case generation, scenario modeling, and automation—the capabilities of language models like GPT-4o and GPT-3.5 Turbo (o3pro) can significantly influence product quality and velocity. But not all models are created equal. This document presents a comparative reflection on how the ....
  JUL 03, 2025
  
• From Test Automation to Agentic Workflows: The Evolution of Software Testing
  The world of software testing is undergoing a profound transformation—shifting from traditional automation to sophisticated, AI-driven agentic workflows. What began as a revolution with tools like Selenium has rapidly evolved into a paradigm where intelligent agents equipped with memory, reasoning, and planning capabilities autonomously handle complex testing scenarios. In this ....
  JUN 17, 2025