You’re on your way to the exam center. This is not the time to learn—it’s time to lock in what matters.

This episode is your final 20–30 minute refresher for the AWS Certified Generative AI Developer – Professional (AIP-C01), designed to sharpen recall, simplify key concepts, and boost confidence right before you walk in.

In this quick sprint, we cover:

• Foundation model integration, data handling, and compliance essentials
• Implementation patterns, APIs, and real-world GenAI architectures
• AI safety, security, governance, and responsible AI practices
• Performance optimization, cost control, and monitoring strategies
• Testing, validation, troubleshooting, and common scenario patterns

We also call out:

• High-probability exam traps (RAG vs fine-tuning, ANN vs ENN, hybrid search)
• Key decision points you’re expected to recognize quickly
• Practical mental models to approach scenario-based questions

No deep dives. No fluff. Just clarity, recall, and confidence when it matters most.

Part of the Exam Refreshers series from Programmer’s Guide — your last-minute prep for certification success.

🎧 Best listened to right before your exam—headphones on, distractions off.