Agents

pyrula.agents runs agents on the durable workflow engine. Finished LLM and tool calls are journaled, so a crashed turn resumes without repeating paid calls.

from pyrula.agents import agent, tool

Start with the Quickstart.

• Authoring: @agent, @tool, calling an LLM, context, compaction.
• Integrations: LangChain and LangGraph, MCP, Pydantic AI.
• Serving: HTTP, client, workers, CLI, schedules, Kafka, auth.
• Observability: OpenTelemetry.