This ChatBotCast episode dives deep into the AWS Certified Generative AI Developer - Professional exam, targeting mid-career developers with 2+ years on AWS and 1 year hands-on with gen AI tools like Amazon Bedrock, RAG, and guardrails. Hosts break down the 180-minute, 75-question format, key domains (31% on foundation models), prep via labs over theory, and pitfalls like skipping security or even domain splits. Perfect if you're eyeing production-ready AI certs and crave real scars from deploying bots that break under load.