For implementers, this promise-heavy design constrains optimization opportunities. The spec mandates specific promise resolution ordering, making it difficult to batch operations or skip unnecessary async boundaries without risking subtle compliance failures. There are many hidden internal optimizations that implementers do make but these can be complicated and difficult to get right.
The next consideration is information density and specificity. AI models favor content that provides concrete, actionable information over vague generalizations or superficial coverage. This means investing in depth rather than breadth for your most important topics. A comprehensive 3,000-word guide that thoroughly addresses a topic will typically perform better in AI citations than ten shallow 300-word articles that skim the surface.
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It was partly inspired by To Hunt a Killer, a book written by crime correspondent Robert Murphy about Det Supt Julie Mackay's 2009 cold case investigation, 32 years after the murder of Melanie Road as she walked home from a nightclub in Bath in 1984.
Toward the end of the prolific 1980s, Beagle Beos tried to strike it big by making an integrated office suite: