I spent years treating networking, security software, and other technical work like separate career moves.
Looking back, I saw the same problems repeat themselves throughout each move.
I just didn’t realize those repeating problems were becoming a specialty.
You can change products, change companies, or touch a different stack.
On paper, these can all look like your career has no direction.
But underneath all of that, the same problems keep showing back up to deepen your gut instincts for highly specific troubleshooting skills — which the next job pays you for.
Learn the new tool faster by recognizing the old problem
There’s a point where learning a new tool stops feeling completely new.
The jump starts looking more like:
“What is a SIEM tool?”
to:
“Where’s the equivalent button I used in the last SIEM?”
Tech eventually becomes solving the same problems under a different brand name.
You still have to learn the product.
But you’re no longer starting from zero.
You’ve already seen enough of the problem to know where to start looking.
That’s when experience starts doing more of the work for you.
Go deep enough in one part of the stack to understand everything it touches
Technical depth isn’t always knowing more; sometimes it’s knowing one part of the stack well enough to understand how it affects everything it touches — the expert’s signature.
Authentication is a good example.
An authentication error can be:
- Identity
- DNS
- Certificates
- Networking
- Time sync
- The application
- The endpoint
That’s why good IAM people accidentally learn half of IT.
You can be hired for one part of the environment and still be expected to navigate the IT around it.
Sometimes you have to go pretty deep before you find where the problem actually lives.
Identity problems rarely stay inside the identity system, so you’re expected to navigate the IT around it and go deep enough to find where the problem actually lives — another reason IAM pays well.
Use messy environments to build the judgment labs can’t give you
A perfect Entra lab teaches you Entra.
A hybrid environment with old AD, mismatched usernames, certificates, proxies, and applications teaches you troubleshooting.
The clean lab tells you how the product is supposed to work.
The messy environment makes you figure out why it doesn’t.
You have to figure out where the flow broke, what changed, and which system is really responsible.
That’s where product knowledge starts turning into technical judgment.
And technical judgment travels a lot better between jobs than memorizing where every button lives.
Get good enough at the pattern that the next stack matters less
I care less about knowing every feature now.
Give me a stack I’ve never touched and see how fast I can find the logs, trace the flow, map it to something I’ve seen before, and become useful.
That’s what carries into the next tool.
And into the next job that pays better.
The interface can change.
The vendor can change.
The environment can be completely new.
But if you’ve already spent years tracing similar failures, you’re not walking in empty-handed.
You’re bringing the pattern recognition with you.
Find the part of your experience worth compounding
You don’t always need to choose a specialty from scratch.
Sometimes the better move is looking back across the work you’ve already done.
You may have spent years getting broader while one part of your experience was becoming much deeper.
The next move is deciding which part you want to keep compounding.
You’re not throwing away the rest of your IT experience.
You’re deciding which part of it you want the market to pay you more for.
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Source: r/cyberandchill · by /u/cyberandchill