ai-native-product
AI-Native Product Development
"AI products aren't deterministic. They require continuous calibration, not just A/B tests."
This skill covers AI-Native Product Development — the overlay that modifies discovery, architecture, and delivery when AI is at the core. It addresses the unique challenges of building products where AI agents perform tasks autonomously.
Related skills: product-strategy, product-discovery, product-architecture, product-delivery, product-leadership
When to Use This Skill
Use this skill when:
- Building AI agents that act on behalf of users
- Adding LLM-powered features to existing products
- Designing human-AI interaction patterns
- Deciding how much autonomy to give AI
- Setting up eval strategies and calibration loops
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