Ai Llm Integration In Fullstack Apps

Use When

• Product adds AI-assisted features
• Need safe and measurable AI behavior

Workflow

1. Define prompt templates and versioning
2. Implement input/output guardrails
3. Add tracing for latency, cost, and quality
4. Handle fallback when model unavailable
5. Review data residency and PII policies

Required Checks