This is a declarative orchestration framework for stateless short-lived LLM agents.
Agents are orchestrated by hierarchical state machines (HSMs).
The HSMs and agents are defined in YAML, with hooks and
webhooks for additional functionality.
* FlatAgent: A single LLM call: model + prompts + output schema.
* FlatMachine: A state machine that orchestrates multiple agents, actions, and state machines.
Examples:
- https://github.com/memgrafter/flatagents/tree/main/sdk/pytho...
- https://github.com/memgrafter/research-crawler-flatagents
- https://github.com/memgrafter/claude-skills-flatagents
Apparently researchers call non-hierarchical state machines "flat machines" / "flat agents". Oh well!
I think editing post content locks after some time or edit count.
Well-formatted examples:
* https://github.com/memgrafter/flatagents/tree/main/sdk/pytho...
* https://github.com/memgrafter/research-crawler-flatagents
* https://github.com/memgrafter/claude-skills-flatagents