Passion for Technology
After two years of every product inventing its own interface for talking to an agent, a stable consensus is emerging in January 2026 on which patterns work, which don’t, and what the average user already expects. Time to collect what has stuck.
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After two years of every product inventing its own interface for talking to an agent, a stable consensus is emerging in January 2026 on which patterns work, which don’t, and what the average user already expects. Time to collect what has stuck.
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Product teams are tempted to replace real interviews and testing with AI synthesis. Two years of experience already let us separate where AI genuinely helps from where it creates a false sense of understanding the user.
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A year after chat stopped being the only acceptable way to talk to an agent, UI patterns designed specifically for agent tasks are emerging. A review of those settling in and those that are only 2025 fashion.
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A year after chat stopped being the only acceptable way to talk to an agent, UI patterns designed specifically for agent tasks are emerging. A review of those settling in and those that are only 2025 fashion.
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Since Microsoft open-sourced GraphRAG, the pattern of using graphs over your own data has moved from academic experiment to technique with practical applications. A reflection on when it pays off, how to assemble it, and which mistakes repeat.
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The AI features Figma has integrated since Config 2024 are reshaping how product design teams work. A review of what each function brings, what stays human work, and what habits are settling.
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