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Carlos Wu's avatar

It makes sense to take more time when the goal is production-ready material on agents and evaluations. Your point about models being just one component of a reliable system is exactly why a head-to-head test like MiniMax H3 vs Seedance on one shared prompt feels useful. https://vidirect.org/arena/compare/minimax-h3-vs-seedance-2-5

Carlos Wu's avatar

It makes sense to take more time when the goal is production-ready material on agents and evaluations. Your point about models being just one component of a reliable system is exactly why a head-to-head test like MiniMax H3 vs Seedance on one shared prompt feels useful. https://vidirect.org/arena/compare/minimax-h3-vs-seedance-2-5

Carlos Wu's avatar

It's good to see the book taking extra time for production-focused chapters on agents and evaluations. The Haiku vs GPT-6 Luna comparison keeps coming up in our team discussions, and I hope the book touches on choosing between models like these for real workloads. https://vidirect.org/guides/claude-haiku-5-5-vs-gpt-6-luna

Abhishek Pan's avatar

Hope the evals part covers what happens after launch. Most teams I see have a decent offline set and nothing that catches drift once real traffic and new tools show up.