Switched to mixed types like file/text, auto-grade where possible. Better feedback loops for skills. Added rubrics for open responses too - shows clear criteria.
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We monitor uptime SLAs in contracts now. Vendors with 99.99% guarantee or credits for breaches.
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Short video modules with built-in quizzes. Keeps attention and reinforces learning fast.
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