TestNeo Academy
Build self-healing automation, AI test generation, failure intelligence, and release verification using Playwright, MCP, Agents, Cursor, Claude, and LangGraph.
4 modules · 36 AI Automation Recipes · capstone portfolio project
Who Is This For
Whether you are writing your first test or already leading an automation team — this bootcamp meets you where you are.
You know how to test. After this bootcamp you know how to build AI-powered automation systems using Playwright, MCP, and intelligent testing tools.
You own Playwright and CI — but AI tooling is evolving fast. After this bootcamp you add self-healing automation, AI test generation, and intelligent failure analysis to your skillset.
You're using AI tools daily — but there's no structured system. After this bootcamp you design and lead AI-powered testing systems across your team.
What you'll learn
36 AI Automation Recipes · 4 modules · real automation systems
Playwright · Cursor · Claude · MCP · LangGraph · OpenAI APIs
AI Test Automation Cookbook · 36 AI Automation Recipes
Real automation work you can demonstrate
Build a complete AI-powered automation solution using multiple techniques learned throughout the program. Leave with a portfolio project you can demonstrate to employers or teams.
Portfolio Projects
Every module produces real, working automation you own. By the end of the bootcamp you'll have a portfolio of AI-powered automation projects to demonstrate to employers or teams.
A resilient automation framework that detects and repairs broken selectors, validates UI visually, and reduces maintenance effort automatically.
A complete test suite generated from user stories and OpenAPI specs — E2E, API, accessibility, security, and performance tests, all AI-assisted.
An intelligent triage system that clusters failures, identifies root causes, predicts flaky tests, and auto-generates Jira bugs from run results.
An optimised automation suite with dead test detection, AI-based execution ordering, automated code review, and cost tracking built in.
A fully migrated, AI-refactored Playwright suite converted from Selenium — with duplicate removal, test prioritisation, and CI optimisation.
Your final portfolio project — a complete AI automation system applied to a real codebase, combining techniques from all 4 modules. Demonstrable to employers and teams.
AI Test Automation Architect Bootcamp
Each module follows the same rhythm: concept walkthrough → hands-on lab → implementation you keep. Learn through real automation challenges that QA engineers face every day. Tap modules 1–4 in the preview above.
Set up your environment: fork the cookbook repo, configure Cursor with AI rules, connect MCP and LangGraph in your IDE. Run your first AI-assisted automation workflow and verify everything works end-to-end.
You deliverForked repo · Cursor + MCP configured · AI rules wired · first automation workflow running
Build resilient automation that recovers from UI changes automatically, reducing maintenance effort and improving test stability.
OutcomeAutomation suites that require less maintenance and recover from change automatically
Generate automation directly from requirements, APIs, and business workflows. Stop writing tests from scratch — let AI accelerate your coverage.
OutcomeCreate automation faster using AI-assisted generation techniques across multiple test types
Use AI to investigate failures, identify risk, and accelerate debugging. Spend less time investigating and more time improving quality.
OutcomeIdentify root causes faster, reduce noise, and make data-driven quality decisions
Scale large automation suites with less effort and lower maintenance cost. Optimize your automation investment for long-term sustainability.
OutcomeOptimize automation investments and improve long-term maintainability across your suite
Apply techniques from all 4 modules to build a complete AI-powered automation solution. This is your portfolio project — choose a real codebase and demonstrate architect-level skills:
Apply techniques from all 4 modules to a real Playwright repo. Walk away with a portfolio project — self-healing automation, AI-generated tests, failure analysis, and an optimised suite — that you can demonstrate to employers or teams.
You deliverA complete AI-powered automation portfolio — self-healing framework, AI test suite, failure analysis pipeline, and optimised suite on your own codebase
| Module | Title | Hours | Deliverable |
|---|---|---|---|
| Setup | Environment Setup & AI Tools Baseline | 2h | Forked repo · Cursor + MCP configured |
| Module 1 | Self-Healing Automation | ~7h | Self-healing Playwright framework |
| Module 2 | Intelligent Test Generation | ~7h | AI-generated test suite |
| Module 3 | Smart Analysis & Triage | ~8h | AI failure analysis pipeline |
| Module 4 | Maintenance & Optimization | ~5h | Optimised suite + Selenium migration |
| Capstone | Release week | 4h | Ship/no-ship brief |
Technologies
Gain hands-on experience with the tools modern AI automation engineers use every day.
Already using TestNeo? Your Academy account works with the platform — same skills, team-scale verification.
Try TestNeo free →Pricing
Basic $59 — full path and capstone. Advance $119 — everything in Basic plus team-ops briefings and architect guides.
Self-paced · all 4 modules · 36 AI Automation Recipes
Everything in Basic + architect & team leadership track
FAQ
.env API keys. Core automation labs and Playwright work without paid API keys.Contact: support@testneo.ai
36 AI Automation Recipes. 4 outcome-driven modules. One capstone portfolio project on your own codebase. Start this week.