2026-07-01
From SDET to Agentic QA Engineer
How 4.5 years at Newfold Digital shaped my transition from traditional test automation to agentic AI-driven quality engineering.
CareerAgentic QA
Thoughts on QA engineering, agentic development, and career growth.
How 4.5 years at Newfold Digital shaped my transition from traditional test automation to agentic AI-driven quality engineering.
Strategies for validating non-deterministic AI outputs, agentic workflows, and probabilistic behaviors in production systems.
Step-by-step tutorial on implementing Component Action Test Architecture with Playwright and TypeScript.
Side-by-side comparison of traditional vs agentic development workflows — from Jenkins pipelines to AI-assisted coding.
From spec to deploy, this portfolio was built using agentic development workflows. No magic — just structured skill orchestration and human judgment.