AI agents won’t replace verification engineers.

They’ll expose the mediocre ones.

The tedious work is about to disappear:

– Boilerplate testbench generation

– Coverage hole identification

– Regression result parsing

– Basic assertion writing

That was 40% of a verification engineer’s time.

Now the job becomes:

– Defining what “correct” actually means

– Identifying corner cases the spec doesn’t mention

– Architecting testbench strategies

– Understanding cross-block integration risks

AI makes the mechanical parts faster.

But it can’t make the judgment calls.

THE DIVIDING LINE:

BAD VERIFICATION ENGINEERS spent most of their time on mechanical work.

When AI handles that, their value disappears.

GOOD VERIFICATION ENGINEERS spent most of their time on judgment.

When AI removes the mechanical work, they get more time for what matters.

The skill gap is about to become obvious.

Engineers who relied on “I know SystemVerilog” as their differentiator are in trouble.

Engineers who bring verification strategy and domain intuition are about to become more valuable.

AI doesn’t replace expertise.

It amplifies the gap between people who have it and people who don’t.

We’re betting on the engineers who bring judgment.