Blog · Notes from the team

Field notes on agentic test data.

Posts on SAP testing, CI/CD pipelines, MCP servers, and what we learn running DataMaker in production with real teams.

DATAMAKER
DataMaker

SAP Regression Testing: Strategy, Tools, and Best Practices

Mar 22, 2026 · 10 min read
DATAMAKER
DataMaker

SAP Data Integrity Testing Guide for SAP Migration

Mar 3, 2026 · 9 min read
DATAMAKER
DataMaker

SAP Performance Testing: Strategy, Tools, & Execution Guide

Feb 28, 2026 · 13 min read
DATAMAKER
DataMaker

SAP Continuous Testing with Tricentis: A Practical Guide

Feb 27, 2026 · 11 min read
DATAMAKER
DataMaker

How to Plan and Implement Change Impact Analysis in SAP

Feb 22, 2026 · 7 min read
DATAMAKER
DataMaker

Test Data Management Challenges in SAP & How Teams Fix Them

Jan 31, 2026 · 11 min read
DATAMAKER
DataMaker

What Test Data Needs to Be Created in SAP Testing Projects

Jan 31, 2026 · 10 min read
DATAMAKER
DataMaker

How to Replace SAP System Copies with Repeatable Test Data

Jan 23, 2026 · 8 min read
DATAMAKER
DataMaker

SAP Test Data Refresh: 3 Big Pains and What Fixes Them

Jan 18, 2026 · 8 min read
DATAMAKER
DataMaker

SAP Test Data Provisioning: Pitfalls and Best Practices

Jan 17, 2026 · 7 min read
DATAMAKER
DataMaker

SAP TDMS vs Alternatives: Why Synthetic Data Is a Good Option

Dec 29, 2025 · 9 min read
DATAMAKER
DataMaker

SAP Data Masking: Good for Compliance, Risky for Testing?

Dec 28, 2025 · 7 min read
DATAMAKER
DataMaker

Top 5 SAP Test Data Generators for QA Leaders (2026 Guide)

Dec 25, 2025 · 15 min read
DATAMAKER
DataMaker

SAP Test Data Management: A–Z Guide from Creation to CI/CD

Dec 17, 2025 · 11 min read
DATAMAKER
DataMaker

SAP Test Automation for S/4HANA Migrations: 2026 Guide

Dec 14, 2025 · 9 min read
DATAMAKER
DataMaker

Why Realistic Test Data Is Crucial for SAP Test Automation?

Dec 2, 2025 · 7 min read
DATAMAKER
DataMaker

How to Generate Realistic SAP Test Data with DataMaker

Nov 18, 2025 · 8 min read
DATAMAKER
DataMaker

The Rise of Synthetic Data in Software Testing: An A-Z Guide

Nov 17, 2025 · 9 min read
TOSCA
Tosca

How to Integrate Tosca and Xray for Seamless Test Management

A Step-by-Step Guide to Connecting Your Test Automation and Test Management Tools

Oct 1, 2025 · 8 min read
SOFTWARE TESTING
Software testing

Harnessing Synthetic Data:

Unlocking Efficiency in Development and Testing

Oct 3, 2023 · 9 min read
SOFTWARE TESTING
Software testing

Unlocking the Power of Synthetic Data:

The Key to Efficient Development and Testing

Sep 24, 2023 · 4 min read
SYNTHETIC DATA
Synthetic data

Everything You Need to Know About Generating High-Quality Synthetic Data

Uncover the perks, varieties, and expert techniques for synthetic data generation

Sep 19, 2023 · 6 min read
DATA PROTECTION
Data protection

Protecting Sensitive Information with Synthetic Data

Explore how synthetic data can assist in testing your systems, all while preventing expensive mistakes

Aug 28, 2023 · 5 min read
DATA PROTECTION
Data protection

Synthetic Data in Action:

Inspiring Use Cases that Transform Industries, part 2

Aug 14, 2023 · 9 min read
AUTOMATION
Automation

Data Automation:

What Is It And Why Is It Important in 2024?

Aug 12, 2023 · 7 min read
AUTOMATION
Automation

10 Ways How Synthetic Data Can Be Used in Functional Testing

Aug 7, 2023 · 5 min read
DATA PROTECTION
Data protection

Synthetic Data in Action:

Inspiring Use Cases that Transform Industries, part 1

Jul 31, 2023 · 10 min read
SYNTHETIC DATA
Synthetic data

Explore the World of Synthetic Data:

Discover its Various Types and Applications

Jul 24, 2023 · 9 min read
SYNTHETIC DATA
Synthetic data

Best Practices for Using Synthetic Test Data in Software Development and Testing

Jul 17, 2023 · 10 min read
AUTOMATION
Automation

Synthetic Data:

Comparison of Model-based Generation Versus Rule-based Generation

Jul 10, 2023 · 11 min read
DATA PROTECTION
Data protection

Don't Automate Your Problems:

The Vital Role of Data Quality in Automation

Jul 3, 2023 · 10 min read
DATA PROTECTION
Data protection

Navigating the Maze:

Unveiling the Challenges of Generating Synthetic Data

Jun 26, 2023 · 8 min read
AUTOMATION
Automation

The Future of Synthetic Data and Its Impact on Various Industries

Jun 19, 2023 · 12 min read
AUTOMATION
Automation

Synthetic Data vs. Real-world Data:

a Comparison of Their Strengths and Limitations

Jun 12, 2023 · 11 min read
SYNTHETIC DATA
Synthetic data

The Role of Synthetic Data in Testing and Validating New Products

Jun 5, 2023 · 8 min read
AUTOMATION
Automation

Data Quality Matters:

Why Accuracy and Quality of Data are Keys to Success

May 22, 2023 · 8 min read
DATA PROTECTION
Data protection

Synthetic Data Generation:

A Powerful Tool for Testing and Analytics

May 15, 2023 · 7 min read
DATA PRIVACY
Data privacy

The Ultimate Solution to Testing Woes:

Why Synthetic Data Generation is Critical for Software Application Testing

May 1, 2023 · 11 min read
DATA PROTECTION
Data protection

Save Your Business:

Synthetic Data as a Key to Privacy

Apr 17, 2023 · 3 min read
DATA PROTECTION
Data protection

Save Your Business:

Why Using Real Production Data for Testing Software Can Be a Disaster

Apr 10, 2023 · 3 min read
DATA PROTECTION
Data protection

Save Your Business:

Why Synthetic Data is Crucial for Safe Testing

Apr 3, 2023 · 3 min read
SOFTWARE TESTING
Software testing

Save Your Business:

The Importance of Sufficient Data for Testing New Products

Mar 27, 2023 · 4 min read
DATA PROTECTION
Data protection

Save Your Business:

Protecting Sensitive Information with Synthetic Data

Mar 17, 2023 · 3 min read

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