GitHub Co-Pilot for QA
Generate, refactor, and maintain automated tests with GitHub Copilot, your AI pair programmer.
Course Summary
Master GitHub Copilot for test automation: scaffold test cases, auto-complete Playwright, Selenium, and Cypress code, generate test data, and refactor flaky suites without leaving your IDE. Built for QA engineers and SDETs who want to cut boilerplate and cover more with less effort. Packed with practical labs, prompt patterns, and real testing scenarios.
Everything we teach — end to end
From “Copilot is installed” to a complete, traceable STLC pack
This is not a tour of an AI tool. It is a working method for QA engineers and SDETs: install and verify Copilot, choose the right command surface, apply it across SDLC and STLC without giving up ownership, and build five reusable skills that turn a Jira story into a test plan, a test-case table, a Jira-ready bug report, Playwright specs and a disciplined failure triage.
SETUP
Install and verify Copilot
Set it up in VS Code, sign in, open a real test repository, and prove chat plus inline suggestions are reading your project — not guessing.
COMMANDS
Use the right command surface
Slash commands, context variables, participants, CLI, skills and MCP — and a simple rule for choosing between them.
WORKFLOW
Apply it across SDLC and STLC
Every stage produces one artifact, and every artifact traces back to an acceptance criterion.
SKILLS
Build five reusable QA skills
Test plan, test cases, Jira-ready bug report, Playwright writer and Playwright healer — committed to your repo.
The method, in one picture
The full syllabus — twelve modules
Nothing here is theory for its own sake. Every module ends with an artifact you could attach to a real ticket.
MODULE 01
Setup and verification
Account and licensing, VS Code extension, workspace context, first prompt, optional Copilot CLI, org policy and classroom data rules — each step with a visible proof.
MODULE 02
The six surfaces
Inline suggestions, Chat, edit/agent mode, terminal/CLI, skills and MCP — matched to blast radius so you never let something change more than you can review.
MODULE 03
Command reference
Slash commands, context variables (#file, #selection, #function, #class, #project, #path), participants (@workspace, @terminal, @vscode, @github, @azure) and the full CLI.
MODULE 04
Prompting for testers
The three-part prompt, five prompts worth memorising, and the anti-patterns that quietly produce confident nonsense.
MODULE 05
SDLC mapping
Where Copilot helps at each of the six stages — and the output shape to ask for at each one.
MODULE 06
STLC mapping
Seven stages, seven artifacts, one traceability thread: requirement to scenario to case to evidence to defect to closure.
MODULE 07
Artifact templates
Risk and assumption review, test plan, test case table, Jira-ready bug report, execution log and closure report — copy-ready.
MODULE 08
Five QA skills
Complete SKILL.md files for qa-test-plan, qa-test-cases, qa-bug-report, playwright-test-writer and playwright-healer.
MODULE 09
Jira MCP
Read the issue properly — description, criteria, comments, labels, links — check duplicates, then publish only after human approval.
MODULE 10
Playwright with Copilot
Locator priority, web-first assertions, the forbidden list, and why a fixed wait is always the wrong fix.
MODULE 11
Failure triage
Five categories — app, data, timing, selector, assertion — each with a different owner and a different correct action.
MODULE 12
Governance and rollout
Data rules, human approval, trusting skills and MCP tools, then a six-phase team rollout and a 30-day practice plan.
Mapped to SDLC and STLC, not to a tool menu
The five skills you leave with
Complete SKILL.md files you can commit to your own repository the same day, so the whole team inherits your standards instead of your prompts.
SKILL 1
qa-test-plan
Scope, strategy, environment, data, entry and exit criteria, ranked risks and approvals — and it asks you for what it does not know instead of inventing it.
SKILL 2
qa-test-cases
A full case table with ID, Scenario, Precondition, Steps, Test Data, Expected Result, Priority/Type and an Automation Candidate decision with a reason on every row.
SKILL 3
qa-bug-report
Jira-ready fields, duplicate check first via MCP, and severity and priority justified separately — the two things reviewers always send back.
SKILL 4
playwright-test-writer
Specs that prefer role, label and text locators over CSS chains, use web-first assertions, and state which acceptance criterion each test covers.
SKILL 5
playwright-healer
Diagnoses before it edits: app, data, timing, selector or assertion — with the evidence quoted. Deleting or loosening a test is forbidden.
What actually changes in your week
| Before | After |
|---|---|
| You retype the same test-plan instructions every morning. | A committed skill does it, identically, for everyone. |
| “Write test cases for login” gives you a list you already knew. | Scoped prompts against real acceptance criteria surface the gaps you did not know. |
| Flaky tests get a longer timeout and a shrug. | Failures get classified — app, data, timing, selector, assertion — with evidence. |
| Bug reports come back from developers for missing detail. | Reports arrive complete, deduplicated, with severity and priority justified separately. |
| Jira context lives in copy-paste. | MCP reads the issue: criteria, comments, labels, links, duplicates. |
| Your process quality depends on who is on shift. | Your process quality is committed to the repository and reviewed like code. |
This is for you if
- You are a manual QA engineer who wants to produce automation-ready artifacts without learning a framework first.
- You are an SDET who is tired of hand-writing test-case tables and bug reports.
- You maintain a Playwright suite and your flake rate is eating your sprint.
- You lead a QA team and want a repeatable, auditable standard rather than individual prompt skill.
- You want an interview-ready STLC pack you actually built yourself.
This is not for you if
- You want Copilot to sign off quality for you. That is not what this teaches.
- You are looking for a prompt-pack rather than a working method.
- You cannot use an AI assistant against your codebase for policy reasons — check first.
- You want a pure Playwright course. Automation is covered, but through the QA workflow.
What you need before you start
| Requirement | Detail |
|---|---|
| GitHub account | Signed in with the account that holds your Copilot entitlement. |
| GitHub Copilot access | Enabled for your user or through your organisation. |
| VS Code | A current build, so chat, agent mode and skills are available. |
| A repository | Source, docs, tests or a sample app you are allowed to use. Not an empty folder. |
| Optional: Copilot CLI | Useful if you work from repos, diffs, test output, skills and MCP. |
| Optional: Jira access | For the MCP module. Everything else works without it. |
| Nice to have | Basic Playwright or any automation framework familiarity. |
No prior AI experience is assumed. If you have never written a prompt beyond a search box, module 04 is written for you.
Your instructor
Pramod Dutta
Founder of The Testing Academy. Pramod teaches QA engineers and SDETs the practical side of testing — the part that has to survive a sprint, a code review and an audit. This masterclass follows the same principle as everything else on the channel: no magic, no hand-waving, and every claim demonstrated against a real repository.
Questions people actually ask
Do I need a paid GitHub Copilot subscription?
Yes. Copilot access must be enabled for your user or through your organisation. The course covers how to verify your entitlement is actually active before you spend an hour debugging the wrong thing.
Will this replace my testing skills?
No, and it would be a bad outcome if it did. Copilot drafts; you decide. Every module makes the ownership line explicit, and the review checklists are as important as the prompts.
I am a manual tester with no coding background. Can I follow it?
Yes. Modules 01 to 09 need no code at all — they are about context, artifacts and process. The Playwright modules are where code appears, and they are taught from first principles with the locator rules written out.
Do I need Jira for this?
Only for the MCP module. Everything else works against a repository alone. If you do have Jira, the duplicate-checking workflow is one of the biggest single wins in the course.
Is this Playwright-specific?
The automation modules use Playwright because it is where most teams are, and because its locator and web-first assertion model is what makes AI-generated tests survivable. The principles transfer.
What do I actually walk away with?
Five committed skill files, a set of repository instructions, six artifact templates, a failure-triage habit, and one complete STLC pack built from a real story — assumptions, plan, case table, spec, triaged failure and bug report.
How is this different from watching a Copilot demo on YouTube?
Demos show the tool working. This shows the method surviving a review: traceability, governance, severity discipline, and what to do when the generated artifact is confidently wrong.
Is there a refund policy?
Yes — see the 30-day money-back guarantee shown at checkout.
GITHUB CO-PILOT FOR QA
Stop retyping instructions. Start committing them.
Twelve modules, five reusable skills, six artifact templates and one complete STLC pack you build yourself — with a 30-day money-back guarantee.
Enroll in CourseLifetime access · 30-day money-back guarantee · Taught by Pramod Dutta
Course Curriculum
Pramod Dutta
Founder of The Testing Academy, a YouTube Channel with 95K subscribers where Pramod teaches about Software testing & Test Automation. With overall 10+ years of experience in Software Testing & Test Automation, he has mentored 10,000+ students in Software Testing, API Testing, Test Automation.
Pramod Dutta is working as SDET Manager at Tekion | Ex BrowserStack Employee & BrowserStack Champion & Certified Scrum Master. Pramod has a vast range of experience handling from Manual Testing, Mobile & Web Automation, Desktop & cloud services like AWS, GCP extra.
By joining this Automation Testing Course , you’ll have the opportunity to take control of your life, work in an exciting industry with infinite possibilities and live the life you want.
