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AI Code Outpaces QA

AI-generated code ships faster than QA can verify, producing unreliable, bloated, or hallucinated tests that miss real defects and let regressions slip through.

In their words

it's quite expensive to have claude come up with the plan and run it every single time, especially when feature is evolving

r/ClaudeAI on Reddit

unit tests which claude write and executes never faile

r/ClaudeCode on Reddit

I have some thoughts on making a performance test tool with reporting but need some ideas on what sort of solutions are being done on other companies.

r/softwaretesting on Reddit

over 80% of our code is now written with AI and we're shipping more defects than features

r/AI_Agents on Reddit

Before a 40 questions test produced by either would require me to review all 40 and usually have to give changes to roughly 15 questions.

r/Anthropic on Reddit

turning AI-assisted prototypes into something reliable enough for real use: regression control, performance, edge cases, architecture drift

r/projectmanagers on Reddit

QA doesn't have enough capacity to match our pace, hence we are being made to sit idle.

r/developersIndia on Reddit

We decided to skip QA because of ownership. And while testing so many things broke

r/developersIndia on Reddit

A sea of unit test generated by AI with no concerns about being DRY or readable by a human being.

r/ExperiencedDevs on Reddit

I am a full-time test babysitter for an AI system that was supposed to eliminate my department

r/AITestingtooldrizz on Reddit

I'm the only QA left... I have been given two projects to test by myself.

r/QualityAssurance on Reddit

Claude is telling them what to test and how to test it, they don't know what they're putting into tickets

r/softwaretesting on Reddit

They're running the code but not asserting anything. Or they're asserting test inputs instead of implementation outputs.

Hacker News

It happens and I hate it. What happens: the tests are green and all looks falsly good.

Hacker News

QA and dev teams

Where they talk

  • r/QualityAssurance
  • r/softwaretesting
  • r/ClaudeCode
  • r/ClaudeAI
  • r/AI_Agents
  • r/vibecoding
  • r/Playwright
  • r/Everything_QA

Tools they use today

  • Claude
  • Playwright
  • Claude Code
  • Codex
  • Cursor
  • Jira
  • Selenium
  • Copilot

Why those fall short

  • manual testing non-negotiable; human-in-loop approval legally required
  • barely get time to do dev testing
  • expensive to re-plan and re-run the same e2e path every time
  • tests written from the same code pass by construction, never go red
  • tests assert implementation details and wrong business logic