WeAreDevelopers Logo WeAreDevelopers
Sign in
For You LIVE
World Congress 2026 Europe - Virtual Stage • Jul 2, 2026 • Session details

AI as a Test Designer: Transforming Experience into Automated Testing

Alisa Hrustic

Why guess edge cases when real users already show you how apps break? Learn how to let AI transform production logs into reliable, automated test scenarios.

Pause
Mute Enter Fullscreen
#1 about 3 min

The evolution of software testing using artificial intelligence

Replacing manual testing intuition with artificial intelligence allows teams to capture practical user behaviors.

#2 about 3 min

The shifting mindset of modern quality assurance engineers

Modern test engineers must adopt a collaborative builder mindset to maximize emerging automated intelligence tools.

#3 about 3 min

Unpredictable user behavior challenges in traditional software testing

Unexpected end-user navigation patterns frequently expose the critical limitations of predefined traditional software test requirements.

#4 about 3 min

Building an automated workflow for AI-driven test generation

Translating unstructured application logs into realistic software test scenarios requires a pipeline structured for AI interpretation.

#5 about 2 min

Collecting user flow data across multiple application layers

Aggregating application events across frontend components and backend services isolates errors while rendering a comprehensive user journey.

#6 about 2 min

Processing and structuring noisy application logs for LLMs

Normalizing noisy and fragmented application logs accurately transforms disconnected events into an analyzable sequential data narrative.

#7 about 4 min

Generating structured test cases using intentional prompt engineering

Structuring prompts with specific formatting parameters guarantees that generated QA assets translate directly into JSON or Gherkin files.

#8 about 9 min

Validating test cases using the LLM judge concept

Deploying a secondary LLM model evaluates newly generated test scenarios for quality and relevance against baseline usage patterns.

#9 about 3 min

Integrating generated tests into quality assurance pipeline frameworks

Standardized test outputs easily integrate into existing organizational frameworks and legacy management platforms to streamline regression testing.

#10 about 2 min

The future landscape of artificial intelligence in software testing

Embracing automated intelligence allows modern engineers to focus firmly on validating systems rather than manually authoring test procedures.

Matching moments

2:12 min

The evolving role of software testing in AI development

Jakub Janczyk Jakub Janczyk · World Congress 2026 Europe

3:21 min

Automating complete quality assurance pipelines with artificial intelligence

Evelyn Haslinger · LIVE

2:06 min

Integrating AI tools into the development process

Nadeen Hussein Nadeen Hussein · World Congress 2024

1:30 min

Integrating artificial intelligence into software testing and requirement engineering

Rene Schenk Rene Schenk · World Congress 2026 Europe

4:48 min

Introduction to automated testing and AI code review platforms

Jeff An Jeff An +3 · World Congress 2026 North America

2:06 min

Enforcing behavioral testing patterns in AI development tools

Jakub Janczyk Jakub Janczyk · World Congress 2026 Europe

More from World Congress 2026 Europe - Virtual Stage

One Does Not Simply Make Architecture Decisions Alone thumbnail
36:15
3 months ago

One Does Not Simply Make Architecture Decisions Alone

Vladas Diržys

From Black Box to Glass Box : Bedrock AgentCore Observability thumbnail
21:15
3 months ago

From Black Box to Glass Box : Bedrock AgentCore Observability

Yasemin Aktürk

Leading in Rhythm: How Women Make Better Decisions with Biological Intelligence thumbnail
30:41
3 months ago

Leading in Rhythm: How Women Make Better Decisions with Biological Intelligence

Julia Grosse

Better Together: Leveraging Your Observability Tools as a SIEM thumbnail
39:06
3 months ago

Better Together: Leveraging Your Observability Tools as a SIEM

Mathias Palmersheim

ChatGPT Apps: From Chat to Checkout thumbnail
30:29
3 months ago

ChatGPT Apps: From Chat to Checkout

Aaron Koivunen

Interior Decorating (TypeScript Decorators) thumbnail
29:22
3 months ago

Interior Decorating (TypeScript Decorators)

Michael Dowden

Upcoming sessions on this topic

Open session

AI Is the Easy Part: Why Faster Engineers Don't Make Faster Businesses

  • Bharat Sharma

    Booking

    Senior Engineering Manager

Open session

Teaching AI Coding Agents to Build It Right the First Time

  • Sajeetharan Sinnathurai

    Microsoft

    Principal Product Manager

Open session

From Prompt Engineering to Harness Engineering: Building Observable and Governed GenAI Systems

  • Lakshmi Devi Prakash

    JPMorgan Chase

    VP, Applied AI/ML Lead

Open session

How is SWE & EM roles are changing in the age of AI

  • Amol Sharma

    Stripe

    Engineering Manager

Open session

What If AI Helps Us Build the Wrong Product Faster?

  • Sekhar Burra

    Sain Innovation

    CEO

Open session

Build a Zero-Cost AI Agent in Your Browser

  • Aishwarya Mathuria

    Adobe

    Computer Scientist

  • Nishant Thakur

    Adobe

    Senior Computer Scientist

Related videos

Your Tests Are Lying to You: Let AI Expose What You Missed thumbnail
26:12
World Congress 2026 Europe • 3 months ago

Your Tests Are Lying to You: Let AI Expose What You Missed

Maish Saidel-Keesing

Back to the Roots: Testing in the Age of AI thumbnail
29:50
World Congress 2026 Europe • 3 months ago

Back to the Roots: Testing in the Age of AI

Jakub Janczyk

Why Testing Matters in AI - Luise Freese and Elio Struyf thumbnail
28:29
Coffee With Developers • 7 months ago

Why Testing Matters in AI - Luise Freese and Elio Struyf

Luise Freese, Elio Struyf

Who Tests the AI? Building Trustworthy AI Systems at Enterprise Scale thumbnail
27:57
World Congress 2026 North America • 18 days ago

Who Tests the AI? Building Trustworthy AI Systems at Enterprise Scale

Him Raj Singh

Let's Talk Quality! - Lilia Gargouri thumbnail
24:37
Coffee With Developers • 8 months ago

Let's Talk Quality! - Lilia Gargouri

Lilia Gargouri

Reinventing Testing Practices in the AI Era thumbnail
30:19
World Congress 2026 North America • 18 days ago

Reinventing Testing Practices in the AI Era

Eric Deandrea

Related articles

From learning to earning

Jobs that call for the skills explored in this talk.