# AI Engineering Handbook

## AI Engineering Handbook

- [How to AI](https://jamiewen00.gitbook.io/ai-engineering-handbook/readme.md)
- [Tech Stack](https://jamiewen00.gitbook.io/ai-engineering-handbook/fundamentals/layers.md)
- [ML to AI Shift](https://jamiewen00.gitbook.io/ai-engineering-handbook/fundamentals/shift.md)
- [AI Concepts](https://jamiewen00.gitbook.io/ai-engineering-handbook/fundamentals/ai-concepts.md)
- [AI Product](https://jamiewen00.gitbook.io/ai-engineering-handbook/building-ai-products/ai-product.md)
- [Agentic Systems](https://jamiewen00.gitbook.io/ai-engineering-handbook/building-ai-products/agentic-systems.md)
- [Fuzzy Land](https://jamiewen00.gitbook.io/ai-engineering-handbook/building-ai-products/fuzzy-land.md)
- [AI Evals](https://jamiewen00.gitbook.io/ai-engineering-handbook/building-ai-products/ai-evals.md)
- [Anti Patterns](https://jamiewen00.gitbook.io/ai-engineering-handbook/building-ai-products/anti-patterns.md)
- [AI Roles Overview](https://jamiewen00.gitbook.io/ai-engineering-handbook/roles-and-teams/ai-roles.md)
- [AI Engineer](https://jamiewen00.gitbook.io/ai-engineering-handbook/roles-and-teams/ai-engineer.md)
- [Forward Deployed Engineer](https://jamiewen00.gitbook.io/ai-engineering-handbook/roles-and-teams/fde.md)
- [AI Researcher](https://jamiewen00.gitbook.io/ai-engineering-handbook/roles-and-teams/ai-researcher.md)
- [Expert Generalist](https://jamiewen00.gitbook.io/ai-engineering-handbook/roles-and-teams/expert-generalist.md)
- [AI Team](https://jamiewen00.gitbook.io/ai-engineering-handbook/roles-and-teams/ai-team.md): A dream team setup that unleashes talent to build AI products
- [The Skill That Matters](https://jamiewen00.gitbook.io/ai-engineering-handbook/thoughts/what-matters.md)
- [System Overview](https://jamiewen00.gitbook.io/ai-engineering-handbook/undefined/system.md)
- [Architecture](https://jamiewen00.gitbook.io/ai-engineering-handbook/undefined/system/architecture.md)
- [Start Simple](https://jamiewen00.gitbook.io/ai-engineering-handbook/undefined/system/start-simple.md)
- [Enhance Context](https://jamiewen00.gitbook.io/ai-engineering-handbook/undefined/system/enhance-context.md)
- [Implement Guardrails](https://jamiewen00.gitbook.io/ai-engineering-handbook/undefined/system/implement-guardrails.md)
- [Add Routing and Gateway](https://jamiewen00.gitbook.io/ai-engineering-handbook/undefined/system/add-routing-and-gateway.md)
- [Optimise with Caching](https://jamiewen00.gitbook.io/ai-engineering-handbook/undefined/system/optimise-with-caching.md)
- [Enable Agent Patterns](https://jamiewen00.gitbook.io/ai-engineering-handbook/undefined/system/enable-agent-patterns.md)
- [Components](https://jamiewen00.gitbook.io/ai-engineering-handbook/undefined/components.md)
- [Tools](https://jamiewen00.gitbook.io/ai-engineering-handbook/undefined/components/tools.md)
- [Evaluations](https://jamiewen00.gitbook.io/ai-engineering-handbook/undefined/components/evals.md)
- [RAG](https://jamiewen00.gitbook.io/ai-engineering-handbook/undefined/components/rag.md)
- [Graph](https://jamiewen00.gitbook.io/ai-engineering-handbook/undefined/components/graph.md)
- [Memory](https://jamiewen00.gitbook.io/ai-engineering-handbook/undefined/components/memory.md)
- [Observability](https://jamiewen00.gitbook.io/ai-engineering-handbook/undefined/components/observability.md)