QA

I Spent 6 Months Watching AI Write Code. The Real Work Wasn’t What I Expected.

AI is transforming coding, but the real skill shift isn’t about writing faster codeβ€”it’s about writing stricter tests. A lone automation engineer reveals the new job description: direct the AI by building test suites so tight that the AI has no choice but to produce perfect code. The developers who survive will be those who master specification, not implementation.

Google’s 24-Hour AI Disaster Is a Public Signal of Internal Rot

Google’s decision to kill its Earth AI generator after just 24 hours isn’t a simple product failure; it’s a glaring signal of internal organizational dysfunction. By prioritizing AI hype over quality assurance, Google is actively eroding the trust we place in the everyday products we rely on.

The AI Bug Report Tool Nobody Needs (Until You Fix the One Thing Everyone Ignores)

AI can auto-generate pristine bug reports from screen recordings, but the most critical piece β€” what the user expected to happen β€” remains missing. The real innovation isn’t smarter AI; it’s designing workflows that force users to articulate their expectations before the report is generated. Without that, you’re automating confusion.