I Built an AI Career Test That Gives You Career Hypotheses, Not a Career Verdict

The AI era is transforming career planning and software engineering. A new AI Career Test tool helps users generate career hypotheses and practical steps for self-exploration rather than providing final verdicts. Simultaneously, the rise of AI coding tools is shifting the definition of software engineering. While some developers fear obsolescence, the focus is moving toward career safety, which emphasizes making professional value portable as the cost of writing software decreases dramatically across the industry.