Does Your AI-Generated Test Code Pass the Maintainability Test?
AI can generate test code quickly. Learn how to assess whether that code will remain readable, reliable and maintainable.
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INSTRUCTOR-LED LIVE WORKSHOP
Build an Enterprise UI Automation Framework Using GenAI
GenAI can generate an automation framework in minutes. But would you trust it for your enterprise?
See how we use framework design, engineering knowledge, 100+ best practices and systematic review to guide GenAI from code generation to a working enterprise UI automation framework.
Reference implementation: Java · Selenium · Cucumber · Maven · Allure
Using Playwright or another UI automation stack? The workshop focuses on the framework-engineering approach — not Selenium APIs. The approach can be adapted to other UI automation stacks.
Workshop Fee: ₹1,500
NOT A CODE-GENERATION CLASS
This is not a “generate Selenium code with AI” workshop.
It is about using GenAI as part of an engineering process to design, build, review and understand an enterprise UI automation framework.
CHOOSE YOUR BATCH
One workshop. Three schedule options.
Fee for any batch: ₹1,500
Weekend Batch
10 October
10:00 AM – 6:00 PM
One full-day instructor-led workshop covering all three sessions.
Weekday Morning
12, 14 & 16 October
8:00 AM – 10:30 AM
Three instructor-led sessions of 2.5 hours each.
Weekday Evening
12, 14 & 16 October
8:00 PM – 10:30 PM
Three instructor-led sessions of 2.5 hours each.
How easy to join?
Register and join the workshop. After the first session, if you want to continue, pay and continue. Or you can drop off without any hassles.
THE REAL QUESTION
Your GenAI-generated framework compiles. It runs. It looks impressive.
But what did it miss?
Did it understand all the capabilities your framework needs? What did it assume because you never specified it? Which best practices did it follow — and which did it ignore? How would you know?
A framework that runs is not necessarily a framework that is ready for the enterprise.
ENTERPRISE-GRADE
Enterprise-grade is not something you can simply add to a prompt.
“Build an enterprise-grade Selenium framework” sounds like a clear instruction. But what does enterprise-grade actually mean to the LLM?
Enterprise-grade isn't a label we give the framework. It is a set of goals, capabilities, engineering practices and quality checks that the framework is expected to satisfy.
Those goals can include maintainability, extensibility, reusability, reliability, scalability, configuration management, resilient UI interaction, parallel execution, test-data management, diagnostics, reporting and CI/CD readiness.
FROM USING TO ENGINEERING
If you already automate UI tests, the next challenge is different.
What should a good framework contain? How should it be designed? What should you tell GenAI? And how do you know whether what it generated is good enough?
This workshop focuses on those decisions.
SIX QUESTIONS
Six questions we will answer.
01
What actually makes a UI automation framework enterprise-grade?
02
Why doesn't GenAI automatically build one when you ask for it?
03
Where does GenAI excel — and where does it need your engineering knowledge?
04
What should you give GenAI before asking it to build the framework?
05
How do you review what GenAI generates and find what it missed?
06
Can we take it from framework generation to test execution and reporting?
ENGINEERING KNOWLEDGE FOR AI
100+ Best Practices. Not for reading. For guiding GenAI.
The best-practices collection is used as engineering knowledge for GenAI , helping reduce guesswork and guide framework implementation toward defined practices.
If you already design frameworks, the workshop shows a different challenge: how to turn architecture decisions, engineering practices and quality expectations into context that GenAI can use.
Can GenAI review the framework that GenAI created?
Yes — but the review needs something objective to review against. We use the framework design, capabilities, best practices and quality checklist as review criteria. GenAI assists with review and remediation; human review remains the final quality check.
SYSTEMATIC REVIEW
Can GenAI review the framework that GenAI created?
Yes — but the review needs objective criteria. We review the generated framework against its design, required capabilities, best practices and quality checklist to find gaps and improve it.
WORKSHOP JOURNEY
Three sessions. One complete framework journey.
SESSION 1
From Prompting GenAI to Engineering with GenAI
- What makes a UI automation framework enterprise-grade?
- Why “build me an enterprise framework” is not enough?
- Why better prompts are still not enough? — iterative prompting can improve the framework, but still requires strong automation architecture knowledge to identify what is missing or wrong
- What GenAI needs from us: design, capabilities, best practices and quality expectations?
- The structured approach we will use to build the framework
SESSION 2
Build and Review the Enterprise Framework
- Walk through the framework engineering inputs
- Build the framework with GenAI
- Connect design decisions to generated code
- Auto-review the generated framework against the inputs
- Identify gaps, improve the framework and generate documentation
SESSION 3
Generate Tests, Execute and Understand the Framework
- Generate automation tests with GenAI
- Integrate the generated tests into the framework
- Execute the tests locally
- Generate and review Allure reports
- Walk through the framework architecture and execution flow
SEE IT RUN
From generated framework to executed tests.
In the final session, we put the framework to work: generate tests, execute them locally and review the results through Allure.
WHO SHOULD ATTEND
For automation professionals who want to go beyond AI-generated code.
Automation Engineers, SDETs, Senior Test Automation Engineers, QA Leads, Test Architects and engineers aspiring to automation architecture responsibilities.
Prerequisite
You should have working knowledge of a UI automation tool such as Selenium or Playwright and understand the fundamentals of automated UI testing. You do not need to be a Selenium framework architect. This is an intermediate-to-advanced workshop, not an introduction to UI automation.
TAKE THE PLAYBOOK WITH YOU
Don't leave with just a demo.
Participants receive the engineering assets used during the workshop.
Framework Engineering
Framework source code · Design document/template · Technical specification · Enterprise capability catalogue · 100+ framework best practices · Framework quality checklist
GenAI & Execution
Framework-development playbook · Prompts/instructions · Architecture/design documentation · Sample generated automation tests · Execution/reporting examples
QUICK CONNECT
Have a question before you register?
Not sure whether this workshop is right for your experience or automation stack? Connect with us directly.
Connect with us on WhatsApp
THE BIGGER JOURNEY
We didn't stop at the framework.
How much of an end-to-end test automation infrastructure can we build using GenAI?
Enterprise UI Automation Framework → Automated Tests → Selenium Grid → Jenkins CI/CD → AWS Report Publishing → Execution Dashboard
We built the end-to-end prototype and validated the complete flow. This workshop shows you where that journey begins.
CONTINUE THE JOURNEY
What comes next?
Workshop 2 — Develop E2E Test Infrastructure Using GenAI
Selenium Grid · Jenkins CI/CD · Automated Execution · AWS Report Publishing · Execution Dashboard - Everything through GenAI
Details coming next week.
Enterprise Automation Framework Development with AI — Master Class
Go deeper into framework architecture, engineering decisions, capabilities, quality practices and advanced AI-assisted framework development.
Details coming next week.
Your Trainer
Learn framework engineering from an automation architecture practitioner.
Trainer Profile
RR
Ramanathan Rajamanthiram (Raj)
Quality Engineering · Automation Architecture · AI-Assisted Test Engineering
24+Years in engineering
500+Engineers supported
100+Test engineers trained
Ramanathan Rajamanthiram (Raj) brings more than 24 years of experience across software development, testing, automation architecture, Quality Engineering and delivery. His career includes Yahoo, IBM, Zycus, Cognizant and ZeOmega. He combines the perspective of a hands-on practitioner, engineering leader, interviewer and trainer.
In this workshop, Raj combines automation architecture experience with practical GenAI-assisted engineering to demonstrate not only how AI can generate framework code, but how that code can be guided, reviewed and improved against explicit engineering expectations.
View Raj’s LinkedIn ProfileWORKSHOP REGISTRATION
Building a framework with GenAI is easy. Building an enterprise-grade one takes more.
Join us to learn what that “more” is — and see the complete approach in action.
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