Vibe Coding and the Gender Gap: Culture eats code for breakfast

Why I’ve heard this before. Three times. And why I keep going anyway.

Is Vibe Coding the magic dust that finally closes the gender gap in tech? I wish it were that simple. I’ve been working in IT for over twenty years and I know all the excuses: Women just aren’t interested in tech. It’s not really their thing. And besides: anyone can study computer science, so why do we even need women in tech programs?

Vibe Coding changed the rules in 2025. Now anyone can build software. No degree, no syntax, no years of practice. The excuses should be falling away one by one.

Should be.

How coding became a man’s world

Artificial intelligence is not the new hype. Its roots go back to the 1940s and 1950s, a time when computing was women’s work. Not because women were particularly trusted with important things, but because it was seen as clerical work, support work, a craft with low status. Women made up as much as 50 percent of programmers. No exceptions. That was the norm.

Then, in 1967, came a test. Two psychologists wanted to find out who was born to program, because by then it had become a science, a discipline of prestige, a well-paid male profession. They selected their test group from an industry that was more than half female, and chose 86 percent men. The result was predictable: the ideal programmer is male, loves puzzles, and doesn’t like people.

The Programmer Aptitude Test became the industry standard, the birthplace of the stereotypical nerd.

The same story, three times

First moment: Agile, early 2000s.

When I started my first developer job in 1999, lone-wolf nerds were still celebrated. Then came the agile world. Soft skills, pair programming, thinking together. I thought: Finally. Finally the lone wolves won’t be rewarded for their antisocial behavior anymore. This could be the breakthrough.

Could be. It wasn’t. But at least a small step forward.

Second moment: Female empowerment, 2010s.

Colorful logos, mentoring programs, conferences. I was active with Rails Girls, inspiring women to get into programming, and I’m still in touch with some of them today. And yet: a drop in the ocean. Because at the same time, women’s ideas were disappearing in meetings and reappearing five minutes later as men’s ideas. Work-life balance could have been a real lever. It wasn’t used. The campaigns ran. The culture stayed.

Third moment: Vibe Coding, 2025

What’s happening right now is truly mind-blowing. Several of my developer friends have admitted to me that they haven’t written a single line of code themselves in days. Trained developers. People who see coding as a craft and an identity. Who now say: I just prompt. This isn’t hype. This is a tectonic shift. An idea in your head in the morning, deployed by afternoon. No degree, no team, no venture capital. The exclusive knowledge of the classic nerd isn’t just being broken open. It’s being democratized. And I am celebrating this loudly.

Now people can participate who never had a motherboard handed to them at birth. I catch myself thinking: Will everything be fine now? Does this finally close the gender gap?

And then the realization: This is the third time I thought an earthquake would fix tech.

The Bitkom study as an unwitting mirror

In March 2026, Bitkom surveyed 603 German companies, and confirmed exactly what I’d feared.

43 percent believe men are better suited for IT jobs. Almost every second company thinks IT careers deter women. And at the same time, in the same breath: 91 percent say mixed teams improve the working environment. 78 percent say the economy will lose out without women.

They know. They do nothing anyway.

The real problem shows up in a different number: 56 percent of women who leave the tech industry cite company culture as the main reason. Not lack of knowledge, not lack of qualification. 

This isn’t an access problem. It’s a retention problem.

And the majority of companies without targets for increasing the share of women answer the question why with: not enough qualified female applicants. In 2026. While Vibe Coding is busy tearing down the qualification barrier.

I wonder: what will these companies say in two years?

What Vibe Coding really changes. And what it doesn’t

Lower barriers to entry aren’t nothing. Vibe Coding opens real new pathways for everyone who previously stumbled at the syntax hurdle. Vibe Coding doesn’t require coding knowledge, but it does require domain knowledge, problem understanding, the ability to communicate clearly what you want. Those aren’t stereotypically male qualities. That should be an invitation.

And here lies the real opportunity: women have spent decades building expertise, in healthcare, education, medicine, social work. In fields that the tech industry ignored for a long time. That domain knowledge is now the most valuable input for AI systems. Not syntax. Not Stack Overflow experience. Context. Whoever knows which problems need solving suddenly has the decisive advantage.

If it weren’t for the bouncer named Culture. The bro culture has never rewarded technical competence. It rewarded presence, networks, belonging. Vibe Coding makes the club door wider. But the dress code stays.

Then there’s a finding that’s been on my mind. A study from Berkeley Haas and Harvard Business School shows: women use generative AI globally 20 percent less than men. Even when access is identical. The tool is there. The invitation is there. And yet: less confidence when prompting, less familiarity, more hesitation. Vibe Coding solves the syntax barrier. It doesn’t solve the confidence barrier. And that one has been culturally built in since 1967.

When AI writes the code, someone in the room will still ask. Quietly for men. Loudly for women: But does she really understand what she’s building? Men are automatically assumed competent. Women have to prove it. That was true before Vibe Coding. It’s still true after.

And structurally, it’s actually shifting against women: according to McKinsey, they are 1.6 times more likely to be affected by tech layoffs. The roles most threatened by AI automation are exactly the ones where women are overrepresented. The bias stays. It just moves.

Was coding the barrier or the excuse?

Both. But not at the same time.

At first, coding was a constructed barrier, and the Programmer Aptitude Test of 1967 shows exactly how it was built. Then, as more and more women overcame it, it became an excuse. 43 percent of companies openly say men are simply better suited for IT. That’s not a judgment about qualifications. That’s bias. Unashamed, in 2026.

Vibe Coding takes away the industry’s last technical excuse. What becomes visible now was always the real problem: a culture that opens the door for women but makes it hard for them to stay.

What I wish for. And what I do

I wish the tech industry would take this moment for what it is: an invitation to ask the really uncomfortable question. Not what we can improve in our tools. But what we need to change in our culture so that women want to come and stay.

Anyone who wants to start tomorrow starts with three things: leaders aren’t lectured with diversity training, they’re measured against numbers. Return from parental leave is structurally supported, not treated as an exception. And meetings are scheduled so that people with caring responsibilities can actually attend. This sounds obvious. It still doesn’t happen in most companies. None of this has anything to do with coding. It never did.

And what do I do? I don’t wait. I build, with and without AI. I’m glad about every woman I meet in tech, as an ally, as a role model. Even though I’ve bumped my head against the glass ceiling more than once. I have an enormous amount of fun in IT and feel exactly where I belong.

Whoever misses this moment misses more than diversity. According to McKinsey, companies with gender-diverse teams report measurably higher innovation and productivity. The question is no longer whether cultural change is worth it. The question is who takes it seriously first.

And I find it quite amusing that of all things, a tool called Vibe Coding is the one holding up the mirror to the tech industry right now.

The vibes were never the problem.

Catrin Schröder-Jaross has 25 years of experience in the IT industry, working in various fields and roles. As a woman in IT, she advocates for diversity and inclusion, contributing through initiatives like Haecksen, the ReDI School, and cryptoparties. She also co-hosts the podcast “Mind The Tech: Cyber, Crime, Gesellschaft”, which explores the intersection of technology, society, and security.