Journal

A workflow for SampQs' AI-graded SAMP practice that keeps you reasoning first and verifying second, with a reusable interrogation taxonomy and an honest account of what its AI does...

A concrete first-pass, review and exit workflow for the CanadaQBank CFPC-FM bank that builds reasoning and preserves unseen questions, rather than memorising a finite set of cases.

A domain-by-domain content-gap checklist for the AMC CAT MCQ that tells you what to verify before you stop doing new questions, rather than another generic study timetable.

A component-by-component gap analysis of Crush Step 3 — a concise review book plus a separate CCS strategy book, not a question bank, adaptive engine or interactive Primum simulato...

An honest audit of Boards & Beyond for USMLE Step 3 — it is a combined Step 2-3 clinical teaching course with a modest QBank, and it does not reproduce CCS or the biostatistics-hea...

An adaptive-workflow plan for emergency physicians using BoardVitals for ABEM — with domain floors and exit criteria that stop a personalised feed from starving the low-volume blue...

A workflow for emergency physicians who want ACEP PEER to measure ABEM readiness rather than fill hours — preserving its mock exams as clean calibration while routing daily volume ...

BMJ OnExamination's PSA product is a compact, well-explained bank — but on the publication date it documents no adaptive difficulty engine, so here is what its analytics actually o...

A resource-selection framework for PLAB 1 that branches on weeks-to-exam, budget and your measured domain profile, rather than naming one universal best question bank.

A working audit of Pastest's AI Tutor for MRCPCH Theory and Science: how to test its reasoning support, inspect its source grounding, judge its exam fidelity, and use it safely wit...

A component-by-component audit of Quesmed for MRCPCH Foundation of Practice, covering questions, teaching, simulation and analytics — and the coverage finding every candidate shoul...

An honest coverage audit of Quesmed for MRCPCH Applied Knowledge in Practice: what the platform actually offers, why paediatric membership theory is the gap, and how to build a rev...