For operators using AI daily, this changes the workflow: Before: write a great prompt, get a great output, lose the context. After: build a thinking system once, every prompt inherits it. The professionals who shifted first compound. Everyone else starts from zero every
AI operators shift from writing prompts to building thinking systems
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