AI is not replacing QA engineers. It is replacing QA engineers who cannot give it context.
Point AI at your test suite and it returns tests that are syntactically perfect and functionally worthless. They pass. The bugs ship anyway.
That is not an AI failure. AI is a junior developer with infinite speed and zero memory. It knows nothing about your app until you tell it.
Context is the difference between a code generator and a quality engineer.
A QI Engineer is not a tester who uses AI. It is an engineer who builds the four context layers that make AI output worth shipping: Application, Tool, Framework, AI.
Inside:
- Context Engineering track, yours on day one
- AI-First Testing: Playwright, prompts, agents
- Foundations: POM, API, CI/CD, flaky tests
- Monthly office hours
- Weekly build thread
Jacob Putnam. 15 years in QA automation, now AI Director. I built the systems I write strategy about.
Founding rate $49/mo, locked for life.
Stop prompting. Start engineering.