AI Engineering Notes

Short technical notes on AI engineering, RAG systems, cloud deployment, authentication, and practical AI governance.

These notes are written from a student/developer perspective while learning how to turn AI prototypes into deployable products.

Notes

• Turning an AI Prototype Into a Deployable Product

Planned notes

• Practical lessons from RAG, guardrails, authentication, and cloud deployment
• Notes on AI safety and governance evidence
• Debugging production signup email flows with Cognito and SES

Principles

• Keep notes practical and reproducible
• Avoid exposing private company details, secrets, account IDs, customer data, or internal prompts
• Focus on engineering lessons and decision-making