Principles

Natural language to tool calls

Own your prompts

Own your context window

Tools are just structured outputs

Unify execution state and business state

Launch/Pause/Resume with simple APIs

Contact humans with tool calls

Own your control flow

Compact errors into context window

Small, focused agents

Trigger from anywhere, meet users where they are

Make your agent a stateless reducer