Rajesh ForgeFrom Script-Based Testing to Architecture-Led Quality Engineering
A practical framework for scaling automation beyond ad-hoc scripts into a strategic engineering capability with governance and observability.
Read framework →Blogs
Professional insights for engineering leaders on quality architecture, AI-led testing, and product delivery excellence.
Where AI Agents Deliver Real Value in QA
How to prioritize AI use cases that improve triage, planning, and release decisions without introducing operational complexity.
Read perspective →Designing CI/CD Quality Gates That Teams Trust
How to balance engineering velocity and quality controls using risk-aware, developer-friendly pipeline governance.
Read method →Blueprint for Enterprise TestOps Execution
An operating model connecting requirements, test strategy, execution, observability, and executive-level quality reporting.
Discuss implementation →Want this applied to your engineering org?
I help teams convert these concepts into practical delivery systems with measurable outcomes.