PRODUCTION ARCHITECTURE • 397 / 397
Connect every term into systems you can design and operate.
Final Mental Model
The final mental model connects neural networks and transformers to LLMs, then prompts/RAG/tools/agents, then gateways, infrastructure, observability, security and SRE.
Think of it like
Think of Final Mental Model as an architecture pattern made from the pieces you already learned; the goal is controlled flow, evidence and reliability.
Real life
Real production AI products combine models, data, tools, security and reliability using patterns such as Final Mental Model.
SRE lens
If you can place a new AI term somewhere in this stack, you can usually learn it without getting lost.
Remember thisThe final mental model connects neural networks and transformers to LLMs, then prompts/RAG/tools/agents, then gateways, infrastructure, observability, security and SRE.
You made it from AI to AI SRE.
Keep the mental model. Every new AI term you meet should now have a place in the stack.
Start again ↑