05/09/2025
That quick fix you made to your AI automation few months ago?
It’s still there.
Still running.
Still propping up the process.
But these short-term fixes accumulate. In software, we call it "technical debt", and it adds up.
Over time, the fix becomes a pillar, costing more to unbuild as time passes.
Eventually, it becomes a part of the infrastructure. Everyone will be afraid to touch it. Including you.
Don't let short-term fixes become long-term structure. They add complexity and fragility.
Instead, revisit, re-imagine, and re-implement it.
And I encourage you to audit your automations regularly and ask yourself:
"Is there a more efficient way to do what it's doing?"
If changes are warranted, construct a test automation that isn't end-to-end like your live one, but can give you a way to test the new "part", preferably with test accounts so it doesn't contaminate your live data. Then correct and re-test until everything is solid before hooking it up to the live automation. Set the old version aside, just in case. If your automation software supports "snapshots", make a before and after.
Document your changes for the next audit, including the reason for the change. The next auditor may or may not be you.
Technical debt has been around as long as tech itself. But keeping it efficient keeps things reliable. And manageable.