Hi Reader,

Hope you're doing well.

Over the years, I’ve noticed something interesting in Testing careers.

People don’t suddenly become Test Architects.
They slowly start thinking differently, often long before the title appears.

This isn’t a checklist or a certification path. It’s a shift in mindset and responsibility.

If you’re early in your QA career, don’t try to jump ahead.

Just notice how thinking evolves as responsibility grows. That awareness itself is a strong start.

Here’s how I’ve seen that transition actually happen.

Most testers begin by focusing on execution.
Write scripts.
Fix failures.
Keep the pipeline green.

At some point, stronger engineers start asking better questions.

Why does this test exist?
What risk does it really cover?
Is UI the right place for this check?

I remember spending days fixing flaky UI tests before realizing the issue wasn’t the scripts at all. It was how we were using environments and parallel execution. That moment forced me to step back and rethink design instead of patching symptoms.

The next shift is subtle but important.

Instead of waiting for instructions like, “Automate this feature,” the focus moves to strategy.

What can go wrong here?
Where does failure hurt the business the most?
What needs fast feedback versus deep coverage?

When a payment feature is introduced, the conversation doesn’t begin with UI automation.

It begins with risk - money flow, trust, integrations, and rollback paths. Automation choices come later.

Strategy before scripts. Always.

This phase is uncomfortable.

Passing tests don’t automatically mean a product is ready. And someone needs to say that out loud.

I’ve seen releases where everything was green, but test data was weak, and integrations were barely touched. The role here isn’t to block emotionally. It’s to communicate risk so informed decisions can be made.

This is where trust starts to build.

Many automation engineers build frameworks.

Test Architects design frameworks that survive.

The focus shifts to questions like:
Can new testers onboard quickly?
Can multiple teams use this without handholding?
Will this still work a year from now?

If a framework only works because one person understands it deeply, it’s fragile. The best frameworks are boring, predictable, and easy to extend by design.

Eventually, failures stop being about code.

Tests pass locally but fail in CI.
Parallel runs introduce randomness.
Data conflicts appear under load.

At this stage, patching scripts isn’t enough. The goal is to stabilize the system, not just the test.

This phase quietly separates senior engineers from architects.

Most Test Architects don’t manage people.

They influence decisions.
They review test approaches.
They push back on unrealistic timelines.
They guide teams without owning every task.

You’ll know this phase has started when people involve you early - not because they have to, but because they trust your judgment.

At the highest level, quality conversations change.

It’s no longer about how many test cases passed.

It becomes about release confidence.
Cost of failure.
Risk exposure.
Customer impact.

This is where Test Architects stop being seen as “QA” and start being seen as Engineering partners.

There’s no shortcut to this role.

Most Test Architects don’t chase the title. They grow into it by taking responsibility early, often quietly.

If you recognize yourself in some of these phases, you’re already on the path.

The title usually follows much later.

If this made you think differently, just reply and let me know. I read every response.

Let's meet in next email

- Swaroop Nadella | LinkedIn​

P.S. I’ll keep sharing short, practical stories and tips often in this email newsletter - no spam, only things that help you as a QA engineer.

You can read my previous email articles published here.