I’ve sat across the table from engineers who passed an AWS exam and still couldn’t design a resilient workload. I’ve also seen people fail twice rethink how they approach problems and come back stronger. Choosing the right AWS certification isn’t about collecting badges. It’s about matching your current job reality with the kind of proble