Educational AI fluency self-assessment inspired by the 4D framework, with transcript scoring and guided challenge mode

Hybrid web crawler that intelligently renders JavaScript-heavy pages only when needed — balances content coverage and infrastructure cost using heuristic scoring + conditional Playwright rendering.