ai production systems

The tag 'ai production systems' covers discussions about building, scaling, and deploying AI in production environments, with a focus on Microsoft's guidance for startups. Content includes strategies for agentic workflows, model-cost control, and go-to-market mechanics through Microsoft Marketplace. The tag emphasizes infrastructure literacy, cost awareness, and enterprise readiness for AI-native companies. Topics are rooted in Microsoft's Build 2026 guidance and practical advice for startups aiming to operationalize AI systems.