How Agently Turns a Website into a Company Brain with Context.dev

Agently, a platform that creates persistent “company brains” for startup teams, integrated Context.dev to personalize workspaces and gather company knowledge during user onboarding. Context.dev supplies brand information such as logos, names, and color palettes from a domain in about 300 milliseconds, while a synchronous website crawl returns JavaScript-rendered Markdown that Agently uses to create an initial company profile, voice guide, and competitor list. The company also replaced model-native web search with Context.dev search, reducing research inputs from 10,000–25,000 tokens to five snippets totaling roughly 385 tokens per credit, while retrieving full pages only when necessary. Founder Omar Ghandour said the migration took one afternoon, requiring an SDK installation, scraper replacement, removal of polling logic, and an increased client timeout to accommodate an 80-second crawl budget.

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