agentica-infrastructure

Multi-agent orchestration structures workflows using patterns like Swarm for distributed task allocation, Pipeline for sequential processing, and Jury for consensus-based validation. The Agentica framework provides exact constructor signatures and method details to instantiate these structured agentic workflows.

To implement consensus, use the Jury pattern and Consensus primitive provided by the Agentica multi-agent infrastructure. This Skill supplies the API specification detailing the exact parameters needed to instantiate these classes and coordinate multiple tracked agents for reliable decision-making.

Yes, the Agentica framework supports integrating custom memory services with multi-agent patterns like Hierarchical. The API reference details how memory services interact with tracked agents and the CoordinationDB to maintain state across structured agentic workflows.

The best way to track agent state is using CoordinationDB with tracked agents. This Skill provides the schema details for CoordinationDB records, enabling developers to monitor and persist the state of individual agents within complex multi-agent coordination workflows.

To aggregate outputs from multiple agents, instantiate the Aggregator primitive within your multi-agent pipeline. This Skill provides the API specification for the Aggregator, detailing the exact method signatures required to collect and synthesize results from tracked agents.