GenAI Architecture
RAG pipelines, agent design, and LLM system trade-offs
See how genai architecture fits into the complete FDE interview loop →0/9
Completed
Signed-in progress syncs across devices.
Easy
0/0
Medium
0/3
Hard
0/6
Architecture Scenarios
Make decisions under real product, data, safety, and delivery constraints.
RAG vs. Tool Use
Customer 360 Assistant
Choose the simplest architecture that fits the customer workflow.
Multi-Tenant RAG & Authorization
Permission-Aware Knowledge Search
Design retrieval that respects changing enterprise permissions.
Agent vs. Deterministic Workflow
Refund Resolution Agent
Decide what the model can control in a consequential workflow.
Grounding, Citations & RAG Evaluation
Policy Answer Evaluator
Find the failure hidden by a superficially correct answer.
LLM Evaluation & Production Rollout
Model Upgrade Release Gate
Make a release decision when quality, cost, and risk disagree.
AI Product Discovery & Adoption
Support Copilot Adoption
Diagnose a technically successful pilot that users abandon.
Production Agent Debugging
Agent Loop Incident
Stop a production agent that is looping, slowing down, and burning budget.
Prompt Injection & Tool Security
Secure Research Assistant
Contain an assistant that follows hostile instructions from retrieved content.
End-to-End GenAI Architecture
Logistics Operations Copilot
Turn an ambiguous enterprise request into a production-ready copilot.