[MAICE Dev Log 7] How we validated educational impact: thesis-based summary
A thesis-grounded, effect-focused analysis of question clarification outcomes with key metrics and interpretation boundaries.
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[MAICE Dev Log 2] How the agents collaborate (Multi-Agent System)
Why one giant prompt was not enough, and how Redis Streams + specialized agents improved reliability and educational behavior.
[MAICE Dev Log 4] QAC checklist development: making educational quality measurable
How QAC became the practical improvement framework in MAICE, beyond persona simulation experiments.