AI in Testing: What Is Changing Right Now AI is now changing software testing from two angles at once: speed and confidence. Teams are using AI copilots to create test ideas faster, while quality ...
AI Quality Engineering / SDET / DevOps
Building faster, smarter test systems for modern software teams.
I write about AI-assisted quality engineering, test automation, CI/CD, Kubernetes execution grids, Robot Framework, Playwright, API testing, and the engineering habits that make releases safer.
Latest writing
Software development, testing, AI, and DevOps notes
AI: Shaping the Future of Software Testing
Software Testing Technologies
Modern Software Testing Technologies for SDETs Software testing is no longer a separate final phase. In high-performing teams, testing is built into delivery from the first commit through producti...
Invest In Yourself
Invest In Yourself as an Engineer The strongest engineers keep learning before the market forces them to. That is especially true for SDETs, QA automation engineers, and software developers now th...
Decoding GraphQL and Graph API
Decoding GraphQL and Graph API GraphQL and graph-style APIs changed how applications request data. Instead of forcing every client through fixed REST payloads, GraphQL lets clients ask for exactly...
Coding Best Practices
Modern Coding Best Practices Coding best practices are no longer only about formatting and naming. Modern teams need practices that make code easier to review, safer to deploy, simpler to test, an...
Portfolio
A compact collection of websites, developer tools, and automation projects with links to live sites and GitHub repositories.