machina discendi

Header image for Your Multi-Agent System Isn't Failing Because of the AI

Your Multi-Agent System Isn't Failing Because of the AI

by Corey in Conferences tags: agents, AI_Engineer_Europe, architecture, orchestration

Sandipan Bhaumik (LinkedIn), Data & AI Tech Lead at Databricks, opened with an anecdote that set the tone for the whole talk. A single credit-scoring agent ran for two weeks in production without issues. The team added four more agents. Within days, 20% of risk ratings were wrong -- not because the …

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Header image for When Every Team Builds Its Own AI Agent, You Need a Registry

When Every Team Builds Its Own AI Agent, You Need a Registry

by Corey in Conferences tags: agents, mcp, architecture, AI_Engineer_Europe

Sonny Merla, Mauro Luchetti, and Mattia Redaelli (Quantyca) opened with a question that any large organization experimenting with AI agents will recognize: what happens when dozens of teams across multiple continents are all building agents independently?

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