Week 2
AI Workflows & Engineering
Build production-ready AI workflows with frameworks, agentic development, and human-in-the-loop patterns.
1
Workflow Frameworks - An Engineer's Perspective
Understand frameworks with engineering rigor and make informed decisions
2
Agentic Development in Practice
Orchestrate custom models, RAG, and MCPs in real workflows
3
Memory Management: Hybrid Redis + PostgreSQL Architecture
Implement persistent conversation memory using a dual-layer architecture with Redis for fast access and PostgreSQL for permanent storage
4
Long-Running & Human-in-the-Loop Workflows
Design workflows with human checkpoints and implement async patterns
5
Production AI Systems
Monitor, debug, and optimize production AI systems
6
Emerging Protocols & Standards
Understand emerging protocols for AI agent communication
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