Journal

A reusable, tool-agnostic prompt library and seven-day loop that make an ORE Part 1 AI tutor test your reasoning instead of leaking the answer, with iatroX for unseen transfer prac...

An honest coverage-led workflow for MRCPCH Theory and Science that leads with the finding that Quesmed does not publish a TAS bank, then builds a real read-test-simulate-switch loo...

A candidate-driven first-pass, review and exit workflow for BMJ OnExamination's MRCPCH Foundation of Practice bank, with domain floors and iatroX for unseen transfer measurement.

A candidate-driven first-pass, review and exit workflow for BMJ OnExamination's MRCPCH Applied Knowledge in Practice bank, with domain floors and iatroX for unseen transfer measure...

A watch–recall–test–retest schedule that turns FourteenFish's SCA video course into durable, examinable knowledge — with iatroX as the unseen-question layer, not a consultation sim...

An honest coverage-and-fidelity audit of MRCEM Exam Prep for the MRCEM SBA: what its question style transfers to the real exam, and what it cannot reproduce.

A profile-based decision tree for choosing MRCEM SBA resources by time, budget and learner type, with a platform-to-job matrix and honest coverage flags.

A calibrated guide to what PassMedicine's DRCOG dashboard actually measures, why practice accuracy is not readiness, and how to turn its numbers into next week's question quotas.

A first-pass, review and exit plan for using UWorld's ABIM QBank toward the RCPSC Internal Medicine written exam, with the US-to-Canada calibration gap named honestly.

A read–test–simulate–switch workflow for using ACP MKSAP toward the RCPSC Internal Medicine written exam, with the US-to-Canada calibration gap named up front.

An honest coverage audit of TopQBank for AMC MCQ — what could and could not be verified about its AI tutor, plus a reusable protocol for testing any AI explanation.

A structured audit of the PassAMC and PassAMCQ AI Virtual Tutor for AMC MCQ — what it explains well, where it must be verified, and a safe-use protocol.