The practice engine uses compact runtime JSON so it can load after the page shell.
Practice Azure exam decisions, then repair the miss.
Use original AzureGlossary scenario questions to train answer choice discipline. Every question now carries official-objective metadata, skill type, difficulty band, and concept vocabulary that links directly into the Azure glossary.
Choose an exam, choose a mode, then repair weak concepts.
f456.11 completes the AZ-900 first-exam quality audit at 350 questions. No new questions were added in the audit; QA-only repairs rebalanced answer positions, polished high-similarity prompts, and kept the successor roadmap for AI-200, SC-500, and AZ-802 while AI-102 and AZ-204 remain frozen. Section practice, mixed practice, timed mock shell, missed questions, low confidence, bookmarks, repair queue, and glossary-linked concept vocabulary remain active.
Keyboard shortcuts: A-D answer, 1-3 confidence, N/P next/previous, M bookmark.