Two IT Employees, Same Layoff Risk — Here's What Actually Made the Difference | Friday Talk with Aru #8
About this episode
The episode discusses the impact of AI on job roles in IT, highlighting the differences in career trajectories of two employees based on their engagement with AI tools.
Two testers, same team, same company in Bangalore. Karthik — 8 years experience, minimal AI use. Meena — 6 years experience, started spending just a little extra time learning and applying AI tools to her testing work. This is an illustrative story built on real industry trends, not a real reported case — but what it points to is real. We're now past the halfway mark of 2026. In this episode: why "execution work" (manual testing, data entry, basic content writing, customer support) is getting automated fast, while "judgment work" (deciding how systems should be built, handling clients, making the actual calls) is opening up more — and paying more. A real example of a company that moved from 48 to 30 employees using AI agents — and why it's not as simple as "AI replaces everyone." Domain knowledge still matters — recent research shows people with real domain expertise but no coding background completed coding tasks more successfully than people who only knew how to code. Plus a hiring story: what actually impressed me in 100+ intern applications, and why "just build something" beats "just chat with AI." Plan your next 6 months —…
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