A swarm in Kolmena is a structured team of agents with clearly defined roles and a shared goal. Some agents analyze data, others make decisions, others execute actions or communicate with users. You can design swarms with a leader agent coordinating work, or as leaderless collectives where agents negotiate and self-assign tasks.
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Role-based agents
Researcher, trader, support rep, coordinator, etc.
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Shared memory
Swarm-level memory accessible across agents
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Autonomous workflows
From monitoring and analysis to execution
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Channel-aware
Behave appropriately in Discord, Telegram, web, or APIs
Key Use Cases
Where Kolmena Swarms Shine
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Routing and classification agents triage incoming queries
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Knowledge agents search documentation and past tickets
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Escalation agents hand off to humans when needed
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Consistent, multilingual support with retained context over time
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Continuous monitoring of markets, order books, and technical indicators
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Separate agents for technical analysis, news sentiment, and execution
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Risk-aware trade planning, sizing, and monitoring
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Deep dive: Trading Floor swarm
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Prospecting agents research leads from public data and CRMs
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Copywriting agents generate tailored outreach and follow-ups
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Coordination agents track state across email, chat, and CRM
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Literature review agents gather and summarize sources
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Analyst agents compare findings, flag contradictions, and surface insights
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Reporting agents structure results for decision-makers
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Healthcare, legal, manufacturing, operations, and more
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Design domain-specific agents and let them collaborate around your workflows
The Trading Floor Swarm
The Trading Floor is our showcase swarm for crypto trading: a coordinated team of agents that scan markets, perform technical analysis, track news and sentiment, and plan trades with risk management rules.
It demonstrates how Kolmena’s swarm architecture can support complex, high-stakes workflows in real time.
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