My perspective
Experience is a foundation for solving new problems.
My career has involved building and evolving systems where reliability, integration complexity, business rules and delivery constraints matter. That experience gives me patterns to draw on, but it does not mean every new problem has a familiar answer.
When I work with a new business, I start by understanding the context, separating knowns from unknowns, testing assumptions and making technical trade-offs visible. The solution should fit the client's problem—not simply repeat a previous implementation.