Architecture and Feedback Index

Holistic AI system design and production feedback loops.

Notes

AI Application Architecture — Model gateway, orchestration, context management, cost tiers, and data flywheel patterns.
LLM Observability — Tracing, evaluation, cost monitoring, and LangSmith integration for LLM systems.
Safety and Content Moderation — LlamaGuard, NeMo Guardrails, system prompt hardening, and red-teaming strategies.