AI automation should not be a race to automate everything or to target workflows with the largest potential payoff.
AI Agents function less like tools and more like self-directed teammates, orchestrating, analyzing and acting across workflows with minimal human intervention, each following a cycle like a high-perfo ...
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We introduce LEGOMem, a modular procedural memory framework for multi-agent large language model (LLM) systems in workflow automation. LEGOMem decomposes past task trajectories into reusable memory ...