WeAreDevelopers Logo WeAreDevelopers
Sign in
For You LIVE
World Congress 2023 • Sep 27, 2023

Are you still programming unit tests or already generating?

Johannes Bergsmann , Daniel Bauer

Are your AI-generated unit tests just reinforcing your own syntax mistakes? Discover how to automatically generate intelligent, risk-based unit tests directly from system requirements instead.

Pause
Mute Enter Fullscreen
#1 about 2 min

Bridging developers, testers, and requirements engineers in testing

Transforming source code testing into a visualized platform enhances collaboration between technical and business teams.

#2 about 2 min

Incorporating black box methods into unit testing

Extending black box interface methodologies to unit tests addresses critical requirement logic gaps missed by source code analysis.

#3 about 4 min

Applying equivalence class and boundary value analysis

Reducing redundant test cases requires identifying requirement-based value ranges and explicitly testing inner and upper boundaries.

#4 about 3 min

Advancing through unit testing maturity levels

Shifting from arbitrary code coverage targets to risk-based testing strategies establishes more meaningful software quality metrics.

#5 about 3 min

Writing effective tests over chasing maximum coverage

Achieving complete code coverage without applying functional validation rules fails to guarantee robust software implementation.

#6 about 3 min

Generating test code through an intermediate model

Parsing interface signatures into a version-controlled intermediate dataset enables structured generation of standard unit testing code.

#7 about 6 min

Defining semantic test cases with pairwise combinations

Injecting requirement-based input boundaries into test automation systematically derives critical edge cases without manual enumeration.

#8 about 2 min

Visualizing testing workflows with standalone modeling tools

Transitioning test management to a standalone graphical canvas enables visual collaboration on complex scenarios and decision flows.

#9 about 4 min

Automating deterministic test components without generic AI

Prompting generative models for unit tests often reflects existing code biases rather than explicitly validating true software requirements.

#10 about 5 min

Handling local analysis, codebase updates, and environment compatibility

Running deterministic generators securely on local developer machines allows rapid test recalibration when refactoring source parameters.

Matching moments

7:57 min

Demonstrating automated unit test generation for legacy java

Neel Sundaresan Neel Sundaresan +1 · WWC Europe 2026

2:39 min

Evaluating automated approaches for generating unit test cases

Evelyn Haslinger · LIVE

3:32 min

Iterating automated unit test generation with coverage metrics

Eric Jadi Eric Jadi +1 · WWC 2025

1:51 min

Bridging the gap between AI code generation and verification

Christian Heilmann Christian Heilmann +3 · WWC Europe 2026

59 sec

Automating epic generation and semantic analysis for test management

Rene Schenk Rene Schenk · WWC Europe 2026

2:27 min

Using automated tests to validate AI generated codebases

YK Sugi YK Sugi · WWC 2025

More from World Congress 2023

The year 3000, a brief history of Web Development thumbnail
25:30
over 2 years ago

The year 3000, a brief history of Web Development

Lorenzo Pieri

Demografie nutzen um jedem Bewerber das passende Angebot zu machen! thumbnail
8:52
over 2 years ago

Demografie nutzen um jedem Bewerber das passende Angebot zu machen!

Nathalie Gierth

Guided Memory Management: Rust's Ownership Model thumbnail
0:18
over 2 years ago

Guided Memory Management: Rust's Ownership Model

Stefan Baumgartner

Passwordless future: WebAuthn and Passkeys in practice thumbnail
32:32
over 2 years ago

Passwordless future: WebAuthn and Passkeys in practice

Clemens Hübner

External Secrets Operator: the secrets management toolbox for self-sufficient teams thumbnail
30:07
over 2 years ago

External Secrets Operator: the secrets management toolbox for self-sufficient teams

Moritz Johner

Building Reliable Serverless Applications with AWS CDK and Testing thumbnail
25:18
over 2 years ago

Building Reliable Serverless Applications with AWS CDK and Testing

Raphael Manke

Upcoming sessions on this topic

Open session

World Congress 2026 North America

Reinventing Testing Practices in the AI Era

Eric Deandrea

Java Champion & Senior Principal Software Engineer, IBM

Eric Deandrea
Open session

World Congress 2026 North America

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

Him Raj Singh

PayPal, Manager, Software Engineer

Him Raj Singh
Open session

World Congress 2026 North America

Agents Can't Iterate Against Tests That Lie

Rocky Warren

Senior Staff Software Engineer at Clipboard

Rocky Warren
Open session

World Congress 2026 North America

When Humans Stop Writing Code: Rethinking Languages, Compilers, and Responsibility

Simon Auer

Organizer of flutter vienna meetup and CEO of marqably

Simon Auer
Open session

World Congress 2026 North America

The Broken Rung: How AI is Rebuilding Software Development from the Ground Up

Tomislav Tipurić

Chief Technology Officer, Nephos

Tomislav Tipurić
Open session

World Congress 2026 North America

Building Stuff with GenAI - The Open Minded Workshop beyond OpenAI

Andreas Erben

CTO for Applied AI and Metaverse at daenet

Andreas Erben

Related videos

How will artificial intelligence change the future of software testing? thumbnail
45:24
LIVE • over 5 years ago

How will artificial intelligence change the future of software testing?

Evelyn Haslinger

Your Tests Are Lying to You: Let AI Expose What You Missed thumbnail
26:12
WWC Europe 2026 • about 1 month ago

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

Maish Saidel-Keesing

Test-reduction - Doing more with less thumbnail
23:40
WWC 2024 • almost 2 years ago

Test-reduction - Doing more with less

Ewald

AI as a Test Designer: Transforming Experience into Automated Testing thumbnail
30:46
Europe 2026 Virtual • about 1 month ago

AI as a Test Designer: Transforming Experience into Automated Testing

Alisa Hrustic

Back to the Roots: Testing in the Age of AI thumbnail
29:50
WWC Europe 2026 • about 1 month ago

Back to the Roots: Testing in the Age of AI

Jakub Janczyk

Continuous testing - run automated tests for every change! thumbnail
47:22
WWC 2021 • about 5 years ago

Continuous testing - run automated tests for every change!

Christian Kühn

Related articles

From learning to earning

Jobs that call for the skills explored in this talk.