Your course workspace
Create your accounts, get the files and launch your first local lab.
Learn together. Build something real.
Interested in an instructor-led cohort? Start with the signup details. Dates are pending; enrollment requires instructor approval.
Public lessons remain available without enrollment. Calendar invitations follow approval and a confirmed schedule.
YOUR COURSE-LONG CREATION
Build something you want to exist.
Choose your idea. Build with affordable AI. Shape it through feedback. Complete the course, then earn AIQAA certification through review of your product, development history and GitHub skills—no separate exam.
- 01 · ImaginePitch your idea and define the scope.
- 02–11 · Build & improveYour repo, focused PRs and weekly milestones.
- 12 · Show your workPresent your product and the evidence behind it.
Qwen3.8-27B · local or capped hosted inference
No premium subscription or paid app hosting required.
THE LEARNING PATH
One session. One step forward.
Start at zero. Build confidence with every experiment.
13 sessions shown
00 / Get ready
01—04 / Build your foundation
Quality, Evidence, and Responsible AI
Turn observations into findings that another person can verify.
Codex as a Disciplined Teammate
Give Codex context, useful tools and a clear definition of done.
AI for Everyday Business Work
Work across spreadsheets, documents, research, GitHub and team chat.
Requirements to Risk-Based Test Design
Find the risks behind a request and design meaningful tests.
05—08 / Investigate & test
Browser and Workflow QA
Explore a customer journey and connect the screen to system behavior.
API, Data, Permissions, and Privacy
Prove who can access what with fictional organizations and roles.
Automation with Codex and Playwright
Build a repeatable check with Codex and inspect its red-to-green result.
Visual, Responsive, and Accessibility QA
Test layout, keyboard access and the experience on a small screen.
09—12 / Connect, evaluate & deliver
Integrations and Business Operations QA
Follow an inquiry through classification, consent, retries and recovery.
Release, Migration, and Incident Quality
Read release evidence and make a defensible ship-or-hold decision.
AI Agents, Evaluation, and Model Change
Compare model behavior with known cases, evidence and measured errors.
Product Showcase and Professional Practice
Present your own polished software, GitHub history and quality evidence to Jared.
Skills that travel across your work.
Practice with fictional festivals, tournaments and small businesses. Use supplied files or an approved connected workspace.
CodexSpreadsheetsDocumentsResearchGitHubTeam chatBrowser & API testing
26 contact hours build a foundation for supervised practice. Model and tool access depend on your account. The local API lab runs on your computer; all examples are fictional.