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How I Built a Self-Healing Study Planner: Catching Paywalled "Free" Courses with Cheerio and Schema.org

Most AI study path generators fail in a predictable way: they hallucinate dead links, ignore real-world weekly time constraints, or link to "free" courses that suddenly demand a credit card on Week 3. I built Episteme AI ( live demo ) to solve this at the pipeline level. Here is how the paywall det…

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  1. 2026-11-12 17:56 · DEV Community — AI
    How I Built a Self-Healing Study Planner: Catching Paywalled "Free" Courses with Cheerio and Schema.org

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