Resources

Guides and articles on AI grading, rubric design, feedback best practices, and running an academy efficiently.

Academy Operations

How to standardize grading across multiple teachers

When 30 teachers grade the same assignment type, consistency is the hardest part. Shared rubrics and calibration sessions help — but they are time-consuming. Here is how AI-assisted grading can standardize quality without slowing your team down.

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Rubric Design

Rubrics for programming projects: a practical guide

Programming assignments are notoriously hard to grade consistently. This guide covers how to define rubric criteria for code quality, documentation, testing, and problem-solving — and how to use them with AI grading.

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Best Practices

Faster feedback loops improve learning outcomes

Research shows that timely, specific feedback has the largest impact on student learning. When teachers spend 10+ hours a week grading, feedback arrives too late. AI-assisted grading closes the loop.

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AI Grading

AI-assisted grading: best practices for teachers

AI grading works best when paired with clear rubrics and teacher review. This guide covers how to set up rubrics, when to trust AI drafts, and how to maintain your professional judgment in the process.

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Academy Operations

How academies can reduce admin time by 50%

Between rosters, attendance, reporting, and grading, academy administrators are stretched thin. Modern tools can consolidate these workflows into a single platform — freeing up time for what matters.

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