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Release and content history

What changed in CertVector

Version releases are ordered from the original launch to the current build. Detailed question-bank and course updates remain available below.
StableBuild 3100

Major versions

Release history

Oldest to newest

Version 1.0.0

  • Initial public release

Version 2.0.0

  • Security+ platform launch
  • Practice exams
  • Diagnostics
  • AI explanations

Version 3.0.0

  • Learning Intelligence Platform
  • Readiness Engine
  • Root Cause Analysis
  • Knowledge Graph
  • Personalized Study Missions
  • Adaptive Learning
  • AI Insights

Version 3.1.0

Current release
  • Complete UX/UI remodel
  • Mission Control dashboard
  • Learning Intelligence integration
  • Adaptive Practice improvements
  • AI Coach improvements
  • Design system overhaul
  • Performance improvements
  • Accessibility improvements

Product, question banks, and course content

Detailed update history

Reviewed question additions, bank expansions, course launches, and the supporting product updates previously recorded here. Select an entry for details.

25 updatesLatest first
AWS security trends article and sitemap quality pass
  • Published a new AWS security trends article covering containers, cross-account trust, compute hijacking, S3 collection, and certification-focused architecture reasoning.
  • Added an original featured image plus Article, FAQ, breadcrumb, Open Graph, and social-card metadata through the shared resource renderer.
  • Added resource images to the generated sitemap, removed duplicate route output, and stopped reporting every static route as newly modified on each build.
AZ-104 search-focused exam update article
  • Published a new AZ-104 exam update article focused on Microsoft's April 17, 2026 skills-guide refresh and the Azure Administrator scenarios learners should recheck.
  • Added a production featured image, FAQ schema, Article schema coverage through the resource renderer, internal links to AZ-104 practice, the AZ-104 study plan, and the RBAC versus Policy versus locks guide.
  • Added the article to the homepage latest-updates carousel and the automatic resources sitemap flow so it can be submitted for indexing.
Microsoft Azure question refresh
  • Added 49 reviewed Microsoft Azure practice questions across AZ-900 and AZ-104 for higher-demand Azure learners.
  • Expanded AZ-900 coverage for service endpoint versus private endpoint concepts, Microsoft Entra Conditional Access, and Azure Policy versus resource locks.
  • Expanded AZ-104 coverage for management group RBAC scope, tag governance with Policy initiatives, storage network rules plus identity access, and Azure Backup restore validation.
  • Updated the homepage latest-updates carousel so the Azure refresh appears as a current question-bank update.
PMP live-track launch
  • Promoted Project Management Professional PMP from a coming-soon roadmap item into a live course catalog track.
  • Added a PMP 2026 domain map for People, Process, and Business Environment, aligned to PMI's refreshed July 9, 2026 emphasis on value, sustainability, AI, and scenario-based project leadership.
  • Added an original 510-question PMP bank with objective mapping, explanations, tutor prompts, source notes, Pro gating, and distractor rationales.
  • Added the PMP exam page, PMP practice-exam landing page, public demo and sample questions, study guide, official reference links, footer navigation, sitemap routes, and homepage carousel launch item.
Reviewed bank expansion and new indexable study articles
  • Expanded Security+ SY0-701 to the 700-question target with 112 additional reviewed PBQ-style decision items focused on threats, vulnerabilities, mitigations, and security architecture.
  • Expanded Network+ N10-009 with 40 additional reviewed troubleshooting questions across fault-domain scoping, cabling certification, DNS resolver paths, routing, and wireless roaming symptoms.
  • Refreshed AZ-104 governance coverage against the April 17, 2026 Microsoft skills measured outline with additional RBAC scope, Azure Policy, locks, tags, and cost-governance scenarios.
  • Added new indexable resource articles for Security+ PBQ-style practice, Network+ troubleshooting workflow, and AZ-104 RBAC vs Policy vs locks, with all three included in the resources sitemap flow.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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+.
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.
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.