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3 postsAn Open-Source, Assessment-First Course: doerkit and rubric-bench
doerkit and rubric-bench: an open-source course using an LLM as rubric judge, plus a reusable regression-testing framework for any LLM judge.
An IRT-shaped practice score is not a real IQ test
IntelligenceMax's IRT-shaped practice score resembles item response theory but lacks empirical calibration — here's what it can and can't measure.
Instrument Like a Learning Scientist
The Dartmouth team uncovered a key finding in learning measurement. Doerkit collects data to analyze student performance effectively.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.com