Dhiraj Das Automation Solutions Architect | Intelligent Quality Engineering |
I build intelligent, deterministic systems to eliminate flaky automation.
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"Why do manual work when you can design systems that do it for you?"
I specialize in evolving traditional test automation into Intelligent Quality Engineering—merging Python and Local LLMs to solve the frustrations of flaky tests, bot detection, and manual overhead. With over a decade of experience in global enterprises, I build tools that don't just run scripts but understand the environment they operate in.
Mastering the Internals: From Browser Fundamentals to AI-Powered Testing I've distilled a decade of architectural wins and battle-tested solutions into a comprehensive guide for modern automation engineers. This book explores the deep mechanics of browsers, the anatomy of flakiness, and the future of AI-driven testing. 👉 Read the Book Online (Free)
Moving from "Ground-Looking" Automation to "Constellation-Based" Orchestration. Starlight implements CBA, a framework where autonomous Sentinels (Janitors, Vision, Pulse, PII, Data, etc) self-heal the environment in real-time.
Explore Starlight → | Read the Spec →
Also developed a suite of niche, open-source tools to solve the "untestable" problems in modern web architecture. Hope something among the below will be of some use for you or your team.
- Waitless: The ultimate flaky test eliminator. Uses mutation-based quiescence to ensure the UI is truly ready.
- Project Vandal: UI Mutation testing to validate the resilience and coverage of your automation suites.
- Selenium Teleport: Skip login screens forever by teleporting sessions across browser contexts.
- Lumos-ShadowDOM: Shedding light on closed Shadow Roots and nested components that traditional tools can't see.
- Visual-Sonar: Spatial mapping for Canvas and WebGL—finding coordinates in a selector-less world.
- Visual-Guard: Visual AI regression detection to catch UI shifts that DOM assertions miss.
- StealthAutomation: Advanced bot evasion wrapper to test behind Cloudflare, Turnstile, and heavy fingerprinting.
- WVDAutomation: Specialized infrastructure for Windows Virtual Desktop environments.
- Pytest-MockLLM: Reliable testing for AI-driven features by mocking LLM responses during the CI/CD cycle.
- Selenium-Chatbot-Test: Purpose-built logic for testing streaming GenAI interfaces and chatbots.
- Pytest-Glow-Report: Illuminated reporting that turns raw test data into actionable architectural insights.
- CBA - Starlight Protocol: The flagship "Constellation Based Automation" framework. Implements the Starlight Protocol to coordinate autonomous Sentinels for self-healing, semantic intent resolution, and resilience against UI entropy.
As a solo developer managing this ecosystem, I am actively looking for contributors. If you are passionate about:
- Solving Automation Testing once and for all
- Browser Internals (Chromium/Blink)
- Computer Vision for Automation
- Agentic AI workflows in QA
Please reach out or open a PR! Let's solve the most complex problems in automation together.
✍️ Latest Insights from dhirajdas.dev
- Starlight Protocol: Resilient browser automation through autonomous Sentinel coordination
- Pytest Mock llm - true fidelity - test AI workflow with 0 cost
- Eliminate Flaky Test in selenium
- Stop Shipping "Zombie Tests": Introducing Project Vandal
- Why Your Selenium Tests Fail on AI Chatbots (And How to Fix It)
- Selenium Teleport: Skip Login Screens Forever
Co-author of the TDCT (Triangle-Density based Clustering Technique) technique for spatial data analysis. My background in algorithmic efficiency in spatial databases directly shapes the "Spatial Intelligence" I build into my automation tools today.
- The Methodology: How TDCT Algorithms Shape My Automation Flow
- Academic Profile: Dhiraj Das on ResearchGate
- Website: dhirajdas.dev
- LinkedIn: Dhiraj Das
- Blog: Latest Insights
Powered by code, curiosity, and an unhealthy amount of coffee. ☕