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Ladybug Unplugged – 4th episode.

Episode 4 of Ladybug Unplugged, Marcin Walków shares lessons from the 2025 AWS AI League, covering agentic AI design, cost management, and orchestration strategies—and how these ideas shape real-world work at Nordcloud, an IBM company.

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