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You'll build and ship software across the full stack as an adaptive generalist, using AI tools as a force multiplier to move into unfamiliar territory and solve problems that would otherwise sit outside your comfort zone. Rather than specializing narrowly, you will be expected to learn fast, pick up new languages, frameworks and domains as the work demands, and use AI to compress the distance between "I haven't done this before" and "it's done and it works."