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Nobody likes dramatic rework requests when you're already in the final phase of product development. But as Björn Ehrlinspiel, Product Owner at LUFTHANSA'S MILES & MORE loyalty program found, you can use AI to align around early, rapid prototypes [4] before moving to design & code.
AI agents will soon influence or make purchases. Optimize pricing and content for machines, not just humans.
AI is accelerating supply chain attacks beyond human control. Secure dependencies in real time or risk shipping malware.
AI output quality depends on input quality, so clear user stories matter more than ever. Focus on strong context, precise acceptance criteria, and useful technical guidance instead of overemphasizing estimation.
You hold yourself back by ignoring proof that you are already ready. Act like the next level first, and others will believe it too.
When teams shrink, capture knowledge, reset priorities, and align expectations. Focus on essential work, adjust scope, and manage staffing carefully.
AI prototyping lets PMs test ideas fast with real users. Use it to learn quickly, not to replace strategy or build production code too soon.
Super Unlimited grew to #1 by prioritizing organic growth over monetization. They focus on a strong free product, data-driven decisions, and fast product feedback loops.
Optimizing returns made shopping worse by changing behavior at scale. Always ask “what happens next?” to avoid unintended consequences.
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Protect Apple's founding spirit by prioritizing great products that empower users.
AI behavior changes with internal states, especially under failure or feedback.