Session

The Architecture Patterns for AI-Integrated Systems

Your microservices are deterministic. Your AI components are not. That mismatch will bite you.

AI doesn't fail like normal software, it drifts, hallucinates, and degrades silently. This session gives architects and senior engineers the patterns they've been missing.

How to wrap non-deterministic AI components inside reliable, observable, production-grade systems.

What's in it for you
Walk away with a concrete toolkit, circuit breakers for LLM calls, fallback chains when models go sideways, contract testing strategies for AI outputs, and observability hooks that tell you when your AI is lying to your system before your users notice.

No theory. All battle-tested architecture decisions you can take back to your team next day.

Ashok Vishwakarma

CTO | VP Engineering | Google Developer Expert | MVP | Neo4j Ninja

New Delhi, India

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