# WetzelWisdom > Microsoft Azure certification prep platform for AZ-104 (Azure Administrator Associate) and AI-103 (Azure AI Apps and Agents Developer Associate), offering realistic practice tests, free hands-on labs in the learner's own subscription, free spaced-repetition flashcards, and domain-focused drills. ## About WetzelWisdom is an online certification prep platform for two Microsoft exams: AZ-104 (Azure Administrator Associate) and AI-103 (Azure AI Apps and Agents Developer Associate). It provides study tools designed to mirror the real exam experience, including timed tests, case study scenarios, per-domain score breakdowns, hands-on labs verified against live Azure, and flashcards. One all-access subscription covers both exams. The platform is built for self-paced study. Users create a free account, access free resources immediately, and unlock everything else with a single all-access subscription. ## Practice Tests Each full-length practice test contains between 56 and 80 multiple-choice questions with a 90-minute time limit and a 70 percent passing score, matching the format of the actual AZ-104 exam. Features include: - Realistic exam simulation with a timed interface and question map - Case study scenarios that test applied knowledge across multiple questions - Detailed explanations for every answer, including why each wrong option is incorrect - Per-domain score breakdown showing performance across all five AZ-104 domains - Practice mode with no timer that reveals answers on demand - Score history tracking across multiple attempts Ten full-length practice tests are included in the all-access subscription. A free 15-question sample test covering all five domains is available without an account or any payment. After completing a test, users are shown their weakest domain and offered a targeted 30-question domain focus drill to strengthen that specific area. Five drills are available, one per domain, and all of them are included in the subscription. ## Hands-on Labs The free WetzelWisdom Azure Labs browser extension (Chrome Web Store) deploys lab scenarios into the learner's own Azure subscription, shows guided steps in a side panel next to the Azure portal or the Microsoft Foundry portal, and verifies each task by reading live resource state through Azure Resource Manager. There are 49 AZ-104 labs (17 scenario labs, several with planted faults, plus one lab per course day) and 37 AI-103 labs (6 scenario labs plus one per course day). AI-103 labs deploy Microsoft Foundry resources and model deployments, and every lab ends on a Python code card. Verified progress syncs to the learner's account at /labs. ## AI-103 Coverage AI-103 materials follow the April 2026 study guide: Plan and manage an Azure AI solution (25-30%), Generative AI and agentic solutions (30-35%), Information extraction (10-15%), Computer vision (10-15%), and Text analysis, speech, and translation (10-15%). The AI-103 overview page at /ai-103 describes the exam (60 questions, 120 minutes, 700 to pass, about a quarter Python SDK code completion), a 32-day course plan, the lab catalog, and the practice tests. Five full-length AI-103 practice tests (60 questions each, with a case study) and five 30-question Domain Focus drills are live and included in the subscription, plus a free 15-question sample. 100 free AI-103 flashcards are at /ai-103-flashcards. ## AZ-104 Domains Covered All study materials cover the five official AZ-104 exam domains: 1. Manage Azure Identities and Governance (identity) — Azure AD, RBAC, policies, management groups, subscriptions, Conditional Access, PIM 2. Implement and Manage Storage (storage) — Storage accounts, blob tiers, replication, SAS tokens, Azure Files, AzCopy, lifecycle management 3. Deploy and Manage Azure Compute Resources (compute) — VMs, VMSS, App Service, ACI, AKS, availability sets/zones, Bastion, backups 4. Implement and Manage Virtual Networking (networking) — VNets, peering, NSGs, load balancers, VPN Gateway, ExpressRoute, DNS, Azure Firewall 5. Monitor and Maintain Azure Resources (monitor) — Azure Monitor, Log Analytics, alerts, Advisor, Backup, Site Recovery, diagnostic settings ## Free Flashcards About 100 flashcards (roughly 20 per domain) are available for free at /flashcards, with no account required. The flashcard system uses an SM-2 inspired spaced repetition algorithm: - Study mode presents sessions of up to 20 cards mixing due reviews and new cards - Self-grading with three options: Again (card comes back soon), Good (standard interval increase), Easy (larger interval, boosted ease factor) - Cards marked "Again" are re-queued 3-5 positions later in the same session - Mastery tracking shows per-domain progress with visual progress bars - Browse mode allows free navigation through all cards without grading - All progress persists in the browser between study sessions - Cards can be filtered by domain ## Pricing - Free sample test: 15 questions, 25 minutes, no account required - Free flashcards: about 100 cards with spaced repetition, no account required - Free hands-on labs: 86 labs across AZ-104 and AI-103 through the browser extension, no subscription required - All-Access subscription: $9.99 per month, unlocking every full-length practice test and domain focus drill for both AZ-104 and AI-103, including tests added later - Retakes are unlimited while the subscription is active - Cancel anytime from the dashboard; access continues until the end of the current billing period ## Technical Details - Website: https://www.wetzelwisdom.com - Platform: Azure Static Web Apps with Azure Functions backend - Payments: Stripe - Billing: one recurring monthly subscription. There are no one-time or per-test purchases.