This was a BuildFast with AI workshop focused on AWS AI tools, featuring Avinash Karthik from AWS Amplify and ​Salih Gueler from AWS Developer Advocacy. The session covered AWS's AI strategy, including Bedrock, Kiro, and AWS MCP Server, with live demonstrations of building and deploying a community website application. Avinash demonstrated how to use Kiro for spec-driven development and deployment to AWS Amplify, while Sali showed how to migrate mock data to a real backend using Amplify Gen2. The workshop included interactive polls to gauge audience experience levels and technical backgrounds, and concluded with a discussion of BuildFast with AI's Generative AI Launchpad course, offering discounts for the first 15 registrants from the session.