According to Andrew Ng, the AI Dev 25 x NYC event will feature insights from leading developers at Google, AWS, Vercel, Groq, Mistral AI, and SAP, focusing on practical experiences building production AI systems (source: Andrew Ng, Twitter, Oct 23, 2025). The agenda reveals concrete topics including agentic architecture—detailing the impact of orchestration frameworks and autonomous planning on error handling—context engineering with advanced knowledge graph techniques, and memory systems for complex relational data. Infrastructure discussions will highlight hardware and model scaling bottlenecks, semantic caching strategies for cost and latency reduction, and inference speed's impact on orchestration. Additional sessions cover systematic agent testing, engineering AI governance, regulatory compliance, and context-rich code review tooling. These practical sessions provide actionable business opportunities for enterprises aiming to optimize AI workflows, enhance system reliability, and accelerate AI deployment in production environments.