The Future of Product Strategy is AI-Native

Artificial Intelligence is not just a feature; it's a fundamental shift in how we build software.

The Shift

Traditionally, PMs focused on user flows and deterministic outcomes. With LLMs, we are moving towards probabilistic products where the output isn't always 100% predictable.

What this means for Engineers

Engineers need to become adept at:

• Prompt Engineering
• Eval Systems (Testing AI)
• Latency Optimization

This blog system itself is an example of that shift—an automated pipeline bridging news (data) with strategy (AI analysis).