Universal Agent Factory — create, run, and orchestrate AI agents across frameworks
Comparison
The Agent Factory is the build-your-own-agent surface, distinct from the packaged workflows and from wizards:
| agents (Factory) | workflows | wizards | |
|---|---|---|---|
| What | Create/run/orchestrate custom agents across frameworks | Pre-built analysis pipelines (security, review, …) | Interactive multi-step guided flows |
| Entry | AgentFactory(...) + await invoke/run |
attune workflow run <slug> |
/wizard skill + await run() |
| Frameworks | native / langchain / langgraph / autogen / haystack | n/a | n/a |
Reach for the Factory when you need bespoke agents or want framework portability; reach for workflows when a packaged pipeline already does the job; reach for wizards for an interactive, user-in-the-loop task.