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Multi-Agent Systems

Diego Petrecolla
November 12, 2026
6 min read

Stop Calling the “Big Models” for Everything: Anatomy of a High-Performance (and Compliant) Sub-Agent LLM Architecture

Every time a developer sends a 2 + 2 or a JSON formatting task to a proprietary 400-billion-parameter model, somewhere in the world an H100 GPU weeps and a CFO gets an over-budget notification. At the monthly meetup hosted by ENG (Engineering) thanks to Andrea Raponi, Daniele Scasciafratte and Eugenio Petullà took apart, piece by… Read more

AI/ML
Stop Calling the “Big Models” for Everything: Anatomy of a High-Performance (and Compliant) Sub-Agent LLM Architecture

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