Quality engineering is no longer a final checkpoint; it is embedded across the product lifecycle.
Key Takeaways
- Automate repetitive regression scenarios
- Embed QA in sprint planning
- Track quality metrics as release KPIs
Perspective
Teams that adopt shift-left testing, automated pipelines, and risk-based validation avoid expensive post-release failures and protect user trust.