CertVector

Changelog

Question bank and product updates.

CertVector should show what changed, when question banks were last reviewed, and where content quality work is happening.

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Product history

May 29, 2026

AZ-104 and CompTIA A+ live-track launch

  • Promoted Microsoft Azure Administrator AZ-104 and CompTIA A+ from coming-soon demand tracks into live course catalog tracks.
  • Added original objective-mapped question banks for AZ-104 and A+ with reviewed-expansion tags, explanations, tutor prompts, source notes, Pro gating, and distractor rationales.
  • Added exam landing pages, public samples, demo questions, study guides, buyer-intent practice pages, official reference links, footer navigation, sitemap routes, and seed coverage for both courses.
  • Aligned AZ-104 to the April 17, 2026 Microsoft skills measured outline and A+ to the CompTIA 220-1201 and 220-1202 Core 1/Core 2 domains.

May 27, 2026

Question bank maturity pass and stronger product positioning

  • Expanded the lower live course banks with additional original scenario, review, validation, remediation, and exam-trap questions.
  • Raised Network+ to 500 active questions, CCNA to 500, AWS Cloud Practitioner to 520, AWS Solutions Architect Associate to 504, and Azure Fundamentals to 520 while keeping Security+ above 600.
  • Kept the added questions objective-mapped, source-noted, reviewed-expansion tagged, and shipped with correct-answer and distractor rationales.
  • Updated the About page to explain why CertVector stands out: scenario-first banks, adaptive review, course-specific Pro access, bank-grounded tutor help, and transparent quality controls.

May 27, 2026

Catalog clarity and richer resource guides

  • Changed coming-soon track requests into an explicit request button that opens the form only when selected.
  • Added stronger visual separation between live tracks and coming-soon tracks so learners can quickly see what is available now versus what is being prioritized.
  • Expanded the Resources hub with richer article previews, a featured guide layout, and new long-form study guides for CCNA 200-301 and AWS Solutions Architect Associate SAA-C03.
  • Updated resource tagging so newer live tracks are represented across study strategy, quality, and community guidance.

May 27, 2026

CCNA and AWS Solutions Architect Associate live-track phase

  • Added Cisco CCNA 200-301 and AWS Solutions Architect Associate SAA-C03 as live catalog tracks with official exam links, domain weights, study guides, pricing hooks, and indexable course pages.
  • Added original scenario-based launch banks for CCNA and AWS SAA with objective mapping, explanations, tutor prompts, source notes, Pro gating, and correct/distractor rationales.
  • Added public demo questions, public sample questions, buyer-intent landing pages, official documentation references, sitemap routes, and Stripe environment placeholders for both new tracks.
  • Added additional high-demand certification entries to the requestable catalog so learners can signal demand for A+, AZ-104, CySA+, Cloud+, SC-900, AI-900, AWS AI Practitioner, AWS Developer Associate, Google Associate Cloud Engineer, Google Cloud Digital Leader, Terraform Associate, CKA, PMP, ITIL 4, CCSP, CISA, and related roadmap tracks.

May 25, 2026

Buyer-intent study articles for live courses

  • Added and expanded practical long-form resource articles for Security+ 30-day planning, Security+ domain review, Network+ N10-009 preparation, AWS Cloud Practitioner service selection, and AZ-900 beginner study planning.
  • Added real-world examples, scenario-reading guidance, common learner mistakes, and concrete weekly practice workflows to make the articles useful beyond short SEO summaries.
  • Linked each article to the matching practice page, course page, and study guide so organic visitors can move from guidance into free practice quickly.
  • Kept the articles focused on study workflow, official-objective awareness, and original CertVector practice rather than vendor affiliation claims or fabricated outcomes.

May 24, 2026

Reviewed scenario-bank scale-up across live tracks

  • Added a new reviewed scenario-deepening layer across Security+, Network+, AWS Cloud Practitioner, and Azure Fundamentals.
  • Raised live-bank targets so Security+ moves past the 600-question range, Network+ reaches the mid-300s, AWS approaches 300, and Azure moves toward 200 active questions.
  • Kept every added item original, objective-mapped, source-noted, Pro-gated where appropriate, and shipped with full correct and distractor rationales.

May 22, 2026

First cross-track question bank deepening phase

  • Expanded Network+, AWS Cloud Practitioner, and Azure Fundamentals with additional original reviewed question variants per mapped objective focus item.
  • Added more Pro-only applied decision and review-note questions so paid learners see deeper practice beyond the starter-style launch banks.
  • Kept the expansion aligned to public vendor objective structures and existing CertVector quality gates for rationales, explanations, tags, source notes, and review status.

May 21, 2026

Personalized study plan, official references, and learner milestones

  • Added a personalized dashboard plan that turns readiness, missed questions, weak domains, weekly pace, and target date into concrete next study actions.
  • Added vendor-maintained official reference links to practice explanations, timed simulation reports, and AI tutor context.
  • Expanded dashboard gamification with additional badges, anonymized course leaderboards, simulation milestones, and peer benchmark phrasing.
  • Added milestone-based verified review prompts after meaningful Pro learner progress while keeping review publication moderated and consent-based.

May 21, 2026

PWA, calendar reminders, notifications, and localization scaffold

  • Added installable PWA behavior with offline caching for guides, samples, resources, course pages, and the offline fallback page.
  • Added a downloadable study-plan calendar file from the learner dashboard so users can place weekly study blocks on their calendar.
  • Added a signed-in notification center for community and content-comment replies with read state.
  • Added Spanish and French static-page scaffolding with a footer language selector while keeping question-bank content in English until specialist review.
  • Added localized public pages to the sitemap so the scaffold can be discovered and expanded safely.

May 21, 2026

Resource discussions and study-group coordination

  • Added signed-in learner comments under resource articles and public sample questions.
  • Added reply email notifications for content comments when transactional email is configured, with failure events recorded for troubleshooting.
  • Added a Study Groups page that routes learners into course boards with practical session formats.
  • Added a resource email subscription surface and a searchable support center powered by the existing FAQ library.
  • Added a Hall of Fame page that stays empty until real verified pass stories are approved with learner consent.

May 21, 2026

Community feedback and learner momentum

  • Added community upvotes and marked-answer signals so useful learner replies are easier to find.
  • Added email reply notifications for community thread owners when transactional email is configured, with failure events recorded for admin review.
  • Added dashboard momentum cards for streaks, questions answered, accuracy benchmarks, and study milestone badges.
  • Kept public pricing USD-only while multi-currency remains gated on matching Stripe price IDs.

May 20, 2026

Flexible pricing and community foundation

  • Added monthly, annual, and lifetime checkout paths for USD course Pro plans.
  • Added bundle-pricing surfaces and Stripe metadata so one bundle checkout can grant Pro access to multiple course tracks.
  • Added signed-in learner community boards, course discussion threads, and moderation-ready database models.

May 19, 2026

Azure Fundamentals, samples, and resources

  • Added Microsoft Azure Fundamentals AZ-900 as a live course track with original objective-mapped questions.
  • Added Azure exam details, domain ranges, official Microsoft references, public sample question, and a course-specific study guide.
  • Added a public sample-question library and Resources hub with RSS feed so visitors can evaluate question style before signing in.

May 19, 2026

AWS Cloud Practitioner live track

  • Added AWS Certified Cloud Practitioner CLF-C02 as a live course track with original objective-mapped questions.
  • Added AWS exam details, domain weights, sample question, bank freshness timestamps, and a course-specific study guide.
  • Updated seeding, simulations, sitemap, footer navigation, roadmap, and course-based Stripe price mapping for AWS Cloud Practitioner Pro.

May 19, 2026

Network+ live track

  • Added CompTIA Network+ N10-009 as a live course track with objective-mapped original questions.
  • Added a Network+ exam landing page, domain weights, sample question, bank freshness timestamps, and a course-specific study guide.
  • Updated seeding, simulations, sitemap, footer navigation, and course-based Stripe price mapping for Network+ Pro.

May 19, 2026

Verified review workflow

  • Added Pro-verified course review submissions with publish consent, pass-story fields, and admin moderation.
  • Added public review summaries that stay empty until real verified learners are approved.
  • Reopened coming-soon track requests to public visitors with email capture so demand can be measured before sign-in.

May 19, 2026

Transparency pages and bank status

  • Added public explanations for question authoring, review, source handling, and update cadence.
  • Added question bank status summaries with live counts and last-reviewed timestamps.
  • Added refund policy and clearer footer navigation for trust and support pages.

May 18, 2026

Course-based Pro access

  • Moved Pro access to course-specific entitlements instead of a single platform-wide subscription.
  • Added monthly and annual pricing support for Security+ Pro.
  • Added a logged-in dashboard so future tracks can appear beside Security+.

May 17, 2026

Question operations and content scale-up

  • Expanded the Security+ bank toward full domain coverage.
  • Added question quality gates for objectives, explanations, rationales, tags, source notes, and review status.
  • Added admin content tools for creating, importing, filtering, and QA-reviewing questions.

May 16, 2026

Smart review and support workflows

  • Added missed-question review, saved-question queues, weak-domain drills, and readiness history.
  • Added question issue reports and admin support queues.
  • Added AI tutor usage limits, logging, and course-aware tutor context.