AWS's Dennis Traub on Productionizing AI

Getting generative AI from prototype to production is where most startups stall. AWS AI Engineering Specialist Dennis Traub breaks down what it takes to scale, secure, and monitor AI systems, with Jörn “Joe” Menninger.

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Why this episode matters: Reliable AI infrastructure underpins every modern product. Dennis Traub's patterns decide whether a GenAI feature survives real-world scale and cost.

In this episode, we cover:

• Moving generative AI from prototype to production
• How AWS Bedrock and MCP fit a startup stack
• Designing agentic workflows that hold up at scale
• Scaling, securing, and monitoring AI systems
• What AWS's engineering lens teaches builders

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