Hi, I'm Sudarsh.

I'm a QA Engineering Manager in Bengaluru with 13+ years in quality engineering. I've been the first QA hire twice, and I build quality functions from scratch: strategy, hiring and release governance.

On the technical side I build automation with Playwright, Cypress and Rest Assured, run it as CI/CD quality gates, and test LLM features.

Since July 2025 I've been building Simulr, an AI testing product, hands-on with Claude, Playwright and TypeScript. I build it with an agent-driven delivery pipeline and write about what I learn on the blog.

Here's my resume and my work.

Latest posts

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Agent-Driven Continuous Deployment: How AI Agents Take a Ticket to Production Without Breaking It

A practical design for agent-driven continuous deployment: AI agents turn acceptance criteria into frozen test scenarios, build code and tests in parallel, and ship behind independent verification.
The QA Maturity Model — Where Does Your Team Stand?

A practical framework for assessing your team's quality maturity — from ad-hoc manual testing to fully automated, AI-assisted continuous quality engineering.
Shift-Right Quality — Monitoring Production as a QA Strategy

Testing before deployment isn't enough. Here's how to extend your quality strategy into production with monitoring, alerting, and real-user feedback loops.

Projects

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Simulr

An agentic LLM testing loop: AI personas use a product in a real browser and explain each decision in plain English.
Agent-driven delivery pipeline

Scenarios are frozen first. Separate dev and test agents work from them on separate branches.

Let's connect

I'm open to QA Engineering Manager, Head of QA and AI quality engineering roles. Email sudarsh.ms@gmail.com, find me on LinkedIn or GitHub, or send a message here.