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My Take: AI and the Future of Engineering

AI is a force multiplier. I lean on it for scaffolding, tests, refactors, and idea exploration. But I always keep a human-in-the-loop cycle: define intent clearly, prompt narrowly, verify outputs, and iterate. Quality comes from judgment.

Key takeaways

  • Invest in fundamentals: architecture, performance, accessibility.
  • Close the loop with tests, telemetry, and code reviews.