Enterprise-Scale Testing with Functionize: AI Optimization and Integration is a hands-on, advanced-level course designed for test architects, SDETs, and DevOps professionals looking to scale automation in fast-paced CI/CD environments. As enterprise software systems grow in complexity, traditional test suites often struggle with fragility, flakiness, and slow feedback loops.
This course teaches you how to design scalable, AI-powered automation architectures using Functionize—incorporating intelligent self-healing, orchestration strategies, and integration with GitHub Actions, Jenkins, and Azure DevOps.
Through guided walkthroughs, hands-on labs, and expert-driven projects, you'll learn to shift from test execution to intelligent test architecture—ensuring your automation adapts, scales, and performs in real-world enterprise workflows.
This opening lesson demystifies how Functionize enables enterprise-scale test orchestration using AI. Learners will explore how test models are created, executed, and maintained using AI-powered smart test creation and dynamic test planning. Real-world examples from TOTVS and Forbes Tech Council illustrate how global companies structure tests around business-critical workflows and scale testing without bloated maintenance. By the end of this lesson, learners will be equipped to design modular, reusable, and AI-optimized tests that support high-velocity development.
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3 vidéos4 lectures1 devoir
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3 vidéos•Total 15 minutes
Introduction and Welcome•4 minutes
From Flaky to Future-Ready: Redesigning the Test Suite•4 minutes
Orchestration in Action: Building a Functionize Test Plan•6 minutes
4 lectures•Total 27 minutes
Welcome to the Course: Course Overview•6 minutes
AI-Powered Test Architecture: Why Structure Matters•8 minutes
Tag It Right: The Power of Test Suite Segmentation•7 minutes
Test Planning in Functionize: Orchestration from the Start•6 minutes
1 devoir•Total 15 minutes
HOL: Analyze and Refactor a Test Suite Architecture for AI-Orchestrated Execution•15 minutes
Lesson 2: Diagnosing, Healing, and Scaling with AI
Module 2•1 heure à terminer
Détails du module
This lesson explores how Functionize uses AI to detect root causes of test failures, auto-heal flaky tests, and scale diagnostics across pipelines. You’ll review real-world examples from Salesforce and PayPal, investigate how AI-powered debugging works under the hood, and learn to interpret healing suggestions critically.
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3 vidéos1 lecture1 devoir
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3 vidéos•Total 12 minutes
Debug Smarter, Not Harder: Real-World AI Root Cause Detection•5 minutes
Debug Logs and Diagnostics: What AI Can See (That You Can’t)•3 minutes
Watching AI Work: A Real-Time Self-Healing Test in Action•4 minutes
1 lecture•Total 6 minutes
Self-Healing Tests: When AI Becomes a Debugging Partner•6 minutes
1 devoir•Total 20 minutes
HOL: Build a Self-Healing Test Suite That Adapts to Change•20 minutes
Lesson 3: From Pipeline to Production: Integrating Functionize into CI/CD at Scale
Module 3•2 heures à terminer
Détails du module
This lesson explores how to embed Functionize into enterprise-grade CI/CD pipelines to drive scalable, intelligent automation. You'll walk through real-world integration patterns using tools like Jenkins, GitHub Actions, and Azure DevOps, and learn how AI-augmented diagnostics, test triggers, and deployment gates accelerate delivery. From orchestrated smoke tests to smart failure reporting, this module shows how Functionize enables test execution that’s not just automated—but truly continuous.
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5 vidéos2 lectures3 devoirs
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5 vidéos•Total 20 minutes
Why AI Belongs in CI/CD•5 minutes
Functionize in GitHub Actions and Jenkins – Real Pipeline Walkthrough•5 minutes
Debug Logs and Diagnostics: What AI Can See (That You Can’t)•4 minutes
Watching AI Work: A Real-Time Self-Healing Test in Action•4 minutes
Congratulations and Continuous Learning Journey•2 minutes
2 lectures•Total 16 minutes
Integrating Functionize into Jenkins, GitHub Actions, and Azure DevOps•6 minutes
Behind the Scenes of Self-Healing: How Functionize Diagnoses and Adapts•10 minutes
3 devoirs•Total 65 minutes
HOL: Map an AI-Driven Self-Healing Test Strategy for Enterprise CI/CD•10 minutes
Project: Design and Justify an AI-Optimized Enterprise Test Strategy with Functionize•45 minutes
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