Blog
Insights on Software Testing, Data Engineering, and Technology
Why Manual Testing Still Matters in Regulated Industries
Regulatory bodies in healthcare, automotive, and other industries require documented human verification. AI and automation can assist, but cannot replace the human judgment that compliance demands.
Understanding DICOM: A Practical Guide for Healthcare Software Teams
DICOM is the universal standard for medical imaging. Understanding its fundamentals is essential for anyone building or testing healthcare software.
EDI Integration: What You Need to Know About ANSI X12
Electronic Data Interchange remains critical for supply chain communication. Learn about common transaction sets and implementation considerations.
Pre-MRP vs Post-MRP: Where Data Quality Issues Hide
MRP success depends on data quality at every stage. Understanding the difference between pre-MRP and post-MRP validation helps catch issues before they impact operations.
Building Effective ETL Pipelines: Lessons from the Field
ETL pipelines fail for predictable reasons. Learn the key decisions and patterns that lead to reliable data movement.
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