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From Prototype to Production: Embedding Stateful AI in .NET Applications

Event artwork for From Prototype to Production: Embedding Stateful AI in .NET Applications

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About this event

What to expect

Bridging the gap between AI experimentation and enterprise-ready .NET applications — this Liverpool-based meetup explores the critical journey from prototype to production when embedding stateful AI capabilities into .NET ecosystems. Whether you're wrestling with memory management in AI agents, architecting conversational systems, or seeking to productionize your AI experiments, this session offers practical insights for .NET developers navigating the AI transformation.

What You'll Learn

This session focuses on the unique challenges of embedding stateful AI — systems that maintain context, remember interactions, and evolve based on user engagement — within .NET applications. Unlike stateless AI calls, stateful implementations require careful architectural decisions around persistence, scalability, and reliability that directly impact production readiness.

Key topics include:

  • State management patterns for AI-enabled .NET applications
  • Transitioning from proof-of-concept AI integrations to production-grade systems
  • Handling conversation history, user context, and memory in AI agents
  • Performance considerations and resource optimization
  • Error handling and resilience strategies for AI-powered features
  • Real-world patterns from prototype experimentation to enterprise deployment

Who Should Attend

This meetup is designed for .NET developers, software architects, and technical leads exploring AI integration within their applications. Whether you're building chatbots, recommendation engines, intelligent automation, or AI-assisted tools, the principles of stateful AI management apply across domains. Intermediate to advanced .NET experience is recommended, though developers at all levels interested in AI-enabled application development will find value.

Hybrid Format

Attend in person in Merseyside or join online — the hybrid format ensures accessibility for both local developers and remote participants. In-person attendees benefit from direct networking with Liverpool's .NET community, while online participants can engage through interactive Q&A.

Organized by The Principal Dev

This event is part of The Principal Dev's tech leadership and advanced development series, connecting developers tackling cutting-edge challenges in modern software engineering. The .NET Liverpool community brings together practitioners pushing the boundaries of what's possible with Microsoft's development platform.

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