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Learn how Groq successfully implemented the Bluefin effect system for Haskell in production assembly tooling for their LPU chip architecture in this 25-minute conference talk from FUNARCH 2025. Discover practical insights from Tom Ellis of Groq as he shares real-world experience replacing traditional transformers and MTL-style approaches with Bluefin's effect system. Explore the challenges, benefits, and lessons learned from adopting this functional programming technique in an industrial hardware development context. Gain understanding of how modern effect systems can be applied to solve complex engineering problems in chip design tooling, with specific focus on the practical considerations and outcomes of this technology transition at a leading AI hardware company.