LinkedIn's getting serious about AI, ditching simple prompt chains for advanced multi-agent systems that power tools like their Hiring Assistant. They've found that managing complex, unpredictable AI tasks requires a whole new approach, far beyond what basic chatbots can offer.
To make it happen, they built an "Agent Platform" featuring clever Supervisor Agents, a specialized Skill Registry, and distributed messaging to wrangle non-deterministic AI workloads at scale. It's all about modular design, hierarchical sub-agents, and smart memory management to handle those tricky AI challenges smoothly.
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