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@shannholmberg

how to go from prototype → production with Hermes Agents here's the framework I use every time I spin up a new specialist agent: > prototype inside my main Hermes Agent (or orchestrator) > run it 4 to 10 times, guiding it and building the workflow > correct drift and mistakes each iteration > let the skills emerge naturally through repetition > optional: fine-tune in a dedicated claude code or cursor session > spin up a new docker instance with the refined workflow as a specialized agent you can't create a solid production agent from scratch. it needs to be crafted through iterations. example: you want to automate strategy data collection you spin up a test agent inside your main instance and hand it the brief first run pulls the wrong data types, formats are off, and the angles you'd pick manually are missing second run gets closer but still drifts & makes mistakes third run you're correcting less, the agent gets more right, and the skills are writing themselves in the background when it finally runs clean, you take those skills and connected scripts and port them into a dedicated specialist agent

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