Themata.AI
Themata.AI

Popular tags:

#developer-tools#ai-agents#discussion#trending#llms#ai-ethics#claude#code-generation#ai-safety#openai

AI is changing the world. Don't stay behind. Clear summaries, community insight, delivered without the noise. Subscribe to never miss a beat.

© 2026 Themata.AI • All Rights Reserved

Archive

|

Topics

|

Privacy

|

Cookies

|

Contact
← All stories

Story

Should QA exist?

1 report

1 website

1 discussion

Latest report

Overview

Engineering leaders are increasingly questioning the necessity of quality assurance (QA) in organizations, viewing it as an outdated practice. Some argue that quality should be the responsibility of the engineering teams themselves, while others express skepticism about this perspective.

Summary from rubick.com.

Reports

One report so far. Additional coverage will appear here when it is linked to this story.

  1. rubick.com

    Should QA exist?

    Read report →

Community reactions

Each reaction summarizes sampled comments from the linked discussion.

Hacker News · rubick.com

Should QA exist? ↗
Hacker News discussion ↗

Historical count: 5 · 5 saved in sample · Historical sample

Analysis ready

Read this discussion’s reaction

Based on 5 sampled comments from this thread. Analyzed 2026-03-28.

  • Praise: Good QA professionals uncover bugs and regressions that developers may overlook, ultimately leading to a more resilient product, which is crucial for software quality.
  • Praise: Automated testing with AI simplifies the process of ensuring end-to-end coverage, enhancing overall product reliability and reducing manual effort in QA.
  • Praise: QA personnel often possess deep knowledge of the product, guiding developers on requirements and configurations, which is essential for creating user-friendly applications.
  • Concern: There is a perception that some engineers believe they can handle all roles, including QA, which can undermine the importance of specialized quality assurance practices.
  • Concern: The article's conflation of QA with mere testing overlooks the broader scope of quality assurance, which includes standards and design reviews necessary for comprehensive quality improvement.