TL;DR


AI agents in 2025 are production systems, not UI demos.
A reliable agent stack has 7 layers:


Generative Model

Knowledge Base + RAG

Orchestration / State Management

Prompt Engineering

Tool Calling & Integrations

Evaluation & Observability

Enterprise Interoperability



✅ Use a multi-provider AI gateway with failover &...