Versioned knowledge base

Build your Reef with a map beside you.

From a five-minute first agent to secure distributed systems: guides, runnable examples, architectural references, and the complete API.

AgentsReefMemoryToolsHITLStorage

Guides and API aligned with the current PyPI release.

Choose a path

Enter through the problem you are solving. Every path links into the same versioned manual.

Install Praval, define identity, communicate through spores, and run a first system.

Getting started → 02

Learn message flow, coordination patterns, lifecycle guarantees, and system boundaries.

Core concepts → 03

Gate high-impact tools, inspect interventions, and safely approve, reject, or resume.

HITL tutorial → 04

Move from specialist collaboration to memory, resilience, storage, and secure spores.

Use the manual that matches the system you are maintaining.

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