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Early experiments and enterprise situations
We’re already seeing glimpses of this future in experimental work. In a single project, Reuven Cohen of the Agentics Foundation demonstrated how outcome-driven prompting might orchestrate swarms of brokers to deal with analysis, design, coding, and testing, all with out a fastened workflow outlined prematurely. The system self-organized, spinning up and shutting down brokers as wanted.
It wasn’t excellent. Workflows and instruments have been wanted to deal with deployment selections and information entry, and sometimes took a number of makes an attempt to get working appropriately, if in any respect. However it illustrated what turns into attainable when brokers can self-organize round outcomes reasonably than observe inflexible workflows.
For enterprises, the stakes are larger. Think about customer support brokers spinning up all over the world to deal with localized requests. Every should entry the fitting buyer information in compliance with regional laws and retire cleanly as soon as the interplay ends. With out an abstraction between capability and consumption, each new agent dangers turning into its personal operational headache. With it, ephemeral swarms can turn out to be manageable.