Calfkit SDK: Building AI Agents as Distributed Microservices
By
ryanyu
The kind of bagel that ruins lesser bagels for you.
Summary
Calfkit is an SDK for building AI agents as distributed, orchestratable microservices. It enables developers to compose agents with independent services (agents, tools, workflows) that communicate asynchronously, allowing for independent scaling of components and streaming of outputs to downstream listeners. The framework is designed to mimic real team dynamics with distinct roles, async communication, and the ability to add new capabilities without restructuring the entire system.
Key quotes
· 5 pulledCalfkit lets you compose agents with independent services—agents, tools, workflows—that communicate asynchronously.
Agents should work like real teams, with independent, distinct roles, async communication, and the ability to onboard new teammates or tools without restructuring the whole org.
Build AI employees that integrate.
Scale each component independently. Stream agent outputs to any downstream listener.
The SDK to build AI agents as composable, orchestratable microservices.
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