Stefan Milutinović

The QA Job Is Dying. Quality Engineering Is Being Born

There’s a Gartner prediction making the rounds that tends to stop people mid-sentence: by 2027, around 73% of traditional QA roles will be fundamentally transformed or eliminated, as agentic AI takes over test creation, execution, and analysis. Read that fast and it sounds like an obituary for the profession. Three out of four testing jobs,...

Stefan Milutinović
May 27 2026 - Reading time 6 min.
Blog 85%...

85% Test Coverage Doesn’t Mean 85% Safe

Every engineering leader has said some version of this in a board meeting or an investor call. “Our test coverage is at 85%.” It lands well. It sounds responsible, mature, under control. Heads nod. Everyone moves on to the next slide. I want to ruin that sentence for you a little, because it’s one of...

Stefan Milutinović
May 15 2026 - Reading time 5 min.

Why Automation Made You Busier

There’s a moment that happens about a year after a team commits to test automation, and almost nobody warns you about it. You did everything right. You hired the automation engineers. You built the suite. Four hundred end-to-end tests, running in the pipeline, green checkmarks on every merge. Automation was supposed to free your QA...

Stefan Milutinović
April 17 2026 - Reading time 6 min.
Your Tests Green Blog

Your Tests Are Green. Your AI Just Invented a Refund Policy

A team I’ll keep anonymous shipped their first AI-powered feature last year. The test suite was fully green. Every assertion passed. It demoed flawlessly in front of the whole company. Then a real user typed: “What’s your refund policy?” The AI gave a confident, detailed answer – specific timelines, specific conditions, the works. There was...

Stefan Milutinović
April 2 2026 - Reading time 6 min.
Who’s Checking The Ai’s Homework

Who’s Checking the AI’s Homework?

Something shifted in the last eighteen months and most engineering leaders haven’t fully reckoned with it yet. Your developers are writing code faster than they ever have. AI tools – Copilot, Cursor, Claude Code, whatever your team landed on – have genuinely changed the math. Features that used to take a week land in two...

Stefan Milutinović
March 10 2026 - Reading time 6 min.
The First 30 Days Decide Everything

The First 30 Days Decide Everything

Here’s a scene I’ve watched play out more times than I’d like to admit. A product team signs with a QA vendor. There’s a kickoff call, everyone’s polite, slides get shared. Then week one goes by. Week two. The client is paying for a team of “senior engineers,” but what they’re actually getting is a...

Stefan Milutinović
February 2 2026 - Reading time 5 min.