AI-assisted assignment studio

From learning outcomes to personalised coding feedback in minutes.

Describe the assignment. Generate the repository and assessment package. Review evidence-based student feedback.

No API key requiredLecturer review required
Submission evaluation

John Brown · Student support workflow

Provisional mark
87%
14 / 16 tests passed
Rubric evidence
Functional correctness88%
Human oversight90%
Testing78%
One coordinated workflow

Build, evaluate, and improve learning

1. Describe

Turn a plain-English teaching brief into aligned outcomes, instructions, tests, a rubric, and lecturer guidance.

2. Inspect

Review and edit every generated artefact. Download a clean starter repository with lecturer-only files excluded.

3. Review

See test evidence, rubric scoring, and specific feedback, then make the final academic decision.

Responsible by design

Evidence supports the decision. It does not replace it.

Codex Classroom separates test and code evidence from generated prose. Every mark is provisional, every feedback draft is editable, and a lecturer reviews the evidence before approval.