Atlas

Each atlas follows one field in date order, so you can see what problem each technique solved and what came next.

Available now

Agent Protocols Atlas
22 steps from remote procedure calls and REST to function calling, MCP and agent-to-agent protocols.

Agent Architecture Atlas
21 steps from prompt chains and tool loops to supervisors, context engineering and long-running harnesses.

Training Atlas
39 techniques for training models, from data preparation to evaluation.

Inference Atlas
30 techniques for serving models, from choosing the next token to running a fleet.

Coming next

• RAG and Retrieval
• LLM Architecture
• Prompt to Context
• Evaluation and Observability
• AI Safety and Security
• On-Device AI
• Vision and Multimodal
• Speech and Audio
• MLOps to LLMOps
• AI Hardware