AI5 PROFESSIONAL CERTIFICATE · BY TGC INDIA · UPDATED AUGUST 2026
AI Testing & Debugging
Use AI to write tests, trace defects and improve code without losing engineering control.
Online + OfflineWeekdays + WeekendsRegular + Fast Track
22+years in training
20,000+learners across TGC
5classroom locations
Live onlinejoin from anywhere
NEXT START OPTIONS
Choose a live batch.
COURSE OVERVIEW
What this course
is built to do.
Use AI coding assistants to plan tests and trace defects while retaining human control of code quality, security and release decisions.
Each module combines a live trainer demonstration, guided lab, assignment and review before the next stage.
CONNECTED CAREER DIRECTIONS
AI-Assisted QA EngineerSoftware Test DeveloperDebugging and Reliability AssociateJunior SDET
IS THIS COURSE RIGHT FOR YOU?
Choose it for the right reason.
You already write code
You want stronger testing and debugging habits
You use AI coding tools but need release control
YOUR LEARNING ARC
From guided foundation to finished work.
Plan
Turn requirements and risk into test cases.
Automate
Write unit, integration and API tests.
Debug
Reproduce defects and prove their causes.
Gate
Run browser, security and CI checks before release.
INDUSTRY TASKS
Practise the work, not only the tool.
- Add pytest coverage to an application
- Repair seeded defects with regression tests
- Create a Playwright and API test pipeline
PRO
LED
LED
YOUR TRAINING TEAM
Learn from experienced working professionals.
Live demonstrations, guided practice and direct project feedback are part of the course. Trainers update examples and tool coverage as professional practice changes.
WHAT YOU WILL BE ABLE TO DO
Course outcomes
01
Plan software tests from risk
A traceable test strategy tied to feature requirements.
02
Write unit and integration tests
An automated suite with meaningful assertions and coverage review.
03
Find and prove defect causes
A debugging record with reproduction, fix and regression tests.
04
Add tests to software delivery
A CI-controlled capstone covering API, browser and security checks.
TAKE THE NEXT STEP
Need fees, syllabus or the right batch?
An AI5 Academy advisor can help you compare mode, schedule and starting level.
DETAILED COURSE FLOW
5 learning modules
Use AI coding assistants to plan tests, trace defects and improve software while keeping engineering judgement, security and release control with the developer.
Testing strategy and AI coding rules
Define what must be tested and how AI assistance will be reviewed.
CORE TOPICS
- Test pyramid and risk-based coverage
- Requirements and acceptance criteria
- Supplying code context safely
- Review rules and prohibited data
GUIDED PRACTICE
Turn a feature brief into a test plan and AI-assisted testing checklist.
MODULE DELIVERABLE
Software test strategy
Unit and integration testing
Create focused tests that reveal incorrect behaviour and guard future changes.
CORE TOPICS
- Test cases, fixtures and assertions
- pytest and JavaScript test frameworks
- Mocking APIs and databases
- Coverage reports and weak-test detection
GUIDED PRACTICE
Add a unit and integration test suite to a sample application.
MODULE DELIVERABLE
Automated test suite
Debugging and root-cause analysis
Move from an error message to a proven cause using evidence from the running system.
CORE TOPICS
- Stack traces, logs and reproduction steps
- Breakpoints and variable inspection
- AI-generated hypotheses and verification
- Regression tests and fix review
GUIDED PRACTICE
Find and repair seeded defects, adding a regression test for each confirmed cause.
MODULE DELIVERABLE
Debugging casebook
Web, API and end-to-end testing
Test complete user flows across interfaces and service boundaries.
CORE TOPICS
- API requests, status and schema checks
- Browser flows with Playwright
- Authentication and permission tests
- Network, timing and data-state failures
GUIDED PRACTICE
Build an end-to-end test for a user journey and include negative and permission cases.
MODULE DELIVERABLE
API and browser test project
Security, CI and capstone
Place reliable tests into the delivery process and prevent unsafe AI-written changes.
CORE TOPICS
- Dependency and basic security checks
- CI pipelines and test gates
- Flaky tests and test maintenance
- Release evidence and incident learning
GUIDED PRACTICE
Repair, test and prepare a sample application for release through a CI workflow.
MODULE DELIVERABLE
AI testing and debugging capstone
HOW THE TRAINING WORKS
Learn it. Apply it. Get it reviewed. Improve it.
Every important skill moves through explanation, demonstration, guided use and independent application. Trainer feedback is used to revise the work before it becomes part of the final portfolio.
Concept briefing
The trainer explains the principle, use case, limitations and the quality standard expected.
Live demonstration
A complete task is demonstrated while the trainer explains decisions, checks and common mistakes.
Guided lab
Learners repeat the method with support, ask questions and correct problems during the session.
Applied assignment
The same method is used on a different brief so the learner must make independent decisions.
Review and revision
Work is checked against a rubric, revised after feedback and prepared for project presentation.
PROGRESS IS CHECKED THROUGHClass exercisesModule deliverablesProject reviewsFinal capstone presentation
PORTFOLIO WORK
Projects you can show
Guided practice brief
Plan, produce, test and present a finished piece with trainer feedback.
Individual application
Plan, produce, test and present a finished piece with trainer feedback.
Workflow build
Plan, produce, test and present a finished piece with trainer feedback.
Industry-style assignment
Plan, produce, test and present a finished piece with trainer feedback.
Quality review
Plan, produce, test and present a finished piece with trainer feedback.
Final capstone
Plan, produce, test and present a finished piece with trainer feedback.
TAKE THE NEXT STEP
Need fees, syllabus or the right batch?
An AI5 Academy advisor can help you compare mode, schedule and starting level.
TOOLS COVERED
CodexGitHubPlaywrightpytest
Tool coverage may be updated when the industry changes. Core methods remain part of the course.COMMON QUESTIONS
Before you apply
Which languages are supported?
Guided examples use Python and JavaScript testing tools.
＋Is Playwright included?
Yes. Browser-flow testing is part of the end-to-end module.
＋Will AI fix bugs automatically?
AI can suggest causes and code, but each change must be reproduced, reviewed and covered by a test.
＋Do I need coding experience?
No, unless the course level says otherwise. Your advisor will check the right starting level.
＋Are classes live or recorded?
Classes are trainer-led in the classroom or live online. Recordings may support revision but do not replace class.
＋Will I receive a certificate?
Yes. Course completion requires attendance, assignments and the final project.
＋Can working professionals join?
Yes. Weekday, weekend and selected fast-track schedules are available.
＋NEXT BATCH
Choose your course.
Choose your schedule.
Online or offline. Weekdays or weekends. Regular or fast track. Speak with an AI5 Academy advisor about the right starting level.