// AGENTIC AI session
Architecting autonomous multi-agent systems with long-term memory, tool selection, and deterministic fallback paths.
Speaker 1
AI Engineer
As generative models transition from conversational chatbots to autonomous agents, developers face complex state management and reliability challenges. This session breaks down the design patterns needed to build production-grade agentic workflows.
Key Topics Covered:
Memory & State Persistence: Combining vector databases with dynamic key-value stores for long-term agent memory.
Tool Use & Function Calling: Enforcing schema validation and safe execution paths when agents invoke external APIs.
Loop Prevention & Fallbacks: Setting up deterministic guardrails to stop infinite loops and manage agent failures gracefully.
// From the community
Moments from this event at Codes For Tomorrow.
