18 Nov 2025
Most have noticed the explosion of AI-driven software development. Engineers are planning, writing, and shipping code faster than ever. But, if AI means more code, shouldn’t it also mean more testing? And if there’s more testing, where are all the new breakthrough quality assurance (QA) companies?
What’s surprising is there aren’t many. Even A16Z’s “The Trillion Dollar AI Software Development Stack” barely touches on the advances in QA and lists no companies in that space. This gap isn’t because people aren’t trying, it’s because they are finding out how hard automating QA is.
The discovery
I realized this after starting the Antler accelerator. I joined building Trailway.ai, an AI agent that …
18 Nov 2025
Most have noticed the explosion of AI-driven software development. Engineers are planning, writing, and shipping code faster than ever. But, if AI means more code, shouldn’t it also mean more testing? And if there’s more testing, where are all the new breakthrough quality assurance (QA) companies?
What’s surprising is there aren’t many. Even A16Z’s “The Trillion Dollar AI Software Development Stack” barely touches on the advances in QA and lists no companies in that space. This gap isn’t because people aren’t trying, it’s because they are finding out how hard automating QA is.
The discovery
I realized this after starting the Antler accelerator. I joined building Trailway.ai, an AI agent that runs through your feature before release, finding design problems and bugs. While outlining my QA approach from past roles, I found it easy to write down obvious things like broken links and buttons. It was a lot harder to define what “quality” and “good” looked like. There are many ways issues appear, and all I could say was “I know it when I see it”.
Antler founders were excited by the idea of AI finding their bugs. Yet, they too struggled to say what they needed. Speaking with more people at different sized companies, I realized they too had a problem but had trouble articulating their needs. It was the early sign of a tarpit idea.1 So, I went to work better defining the problem to solve to help find a solution.
How QA Plays Out in the Real World
This is a simplified view, but it’s helpful to start here. QA exists to make sure your app works the way it’s supposed to. Bugs are what happens when it doesn’t. So the job of QA is to find bugs before your users do.
Bugs aren’t just when something doesn’t work. It could work, but not look the way you meant. Sometimes it’s worse. It works the way you meant, but breaks something else in the process.
The most subtle bugs aren’t technical at all, they come from people misunderstanding each other. A feature works as built, but it doesn’t match what the people defining the experience actually wanted.
When you’re solo, most bugs are caught quickly because you test as you build. Add another person and misunderstandings start creeping in. What to build gets misread, conversations get forgotten, and assumptions drive decisions. The risk shifts from how you build to how you communicate. As teams grow, these challenges multiply. Bug-finding becomes even more about communication and coordination.
If all of this sounds complicated, that’s because it is. But that’s not what people want to hear when they are trying to solve their QA problem.
QA is hard
Folks are now used to Vibe-coding platforms like Loveable, that make it simple to build and deploy a web app quickly. Just say what you want and watch AI code your site for you. This expectation for simplicity shows up in QA as well. Let’s call it Vibe-QA’ing.
But as most people learn after using vibe-coding tools, software development is hard work and these tools don’t solve that. They’re great for prototypes or simple sites, but struggle as your app inevitably grows.
It’s safe to assume Vibe-QA products will face similar struggles, and maybe more due to the nebulous nature of QA. Even if these products work on small-scale examples, it begs the question: Who is their ideal customer?
QA is often an afterthought
Small teams don’t focus on QA. Their aim is growing the company by solving more and more problems for customers, not delivering bug-free software. When needed, they focus on testing critical user paths only, catching bugs quickly, and skipping automation.
Larger teams have bigger stakes. Each engineer only knows a small slice of the product, so bugs spread wider and get more expensive. With paying customers, contractual agreements, and brand reputation on the line, structured QA and automation become the only way to keep quality under control.
It’s often why companies finally decide to prioritize QA. It could be that their business stakeholders are tired of manual testing all the time. Maybe their difficult release process burns out the engineers. Or, it could be a major issue that causes revenue impact causing testing to be a top-down mandate. Whatever the reason, now the company has an uphill battle to “do QA”. Fortunately for them, this has been the pattern for a while, so there are a lot of tools that help.
Big players solve most things
To no surprise, companies have been working on solutions to improve testing for 10+ years. Some have close to half a billion in revenue. These tools like SmartBear, Tricentis, and Browserstack are comprehensive testing suites.
That doesn’t mean they work perfectly. It’s just, there is limited room for re-inventing software testing in a breakthrough way.
Most smaller players are re-packaging what the big players already solve
Every smaller player I’ve seen is tackling a different piece of the problem. But, almost every one of those pieces is already owned by the big players.
Some go after test case management. They help teams organize, reuse, and maintain their tests. These tools are about keeping what already works from breaking. It’s a stable market with old tools like TestRails dominitating and newer upstarts like Qase.io finding room around the edges. 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