REIMAGINING DISCOVERY IN AN AI-FIRST WORLD
Cristiano Pierry
AI product executive, builder, and writer working on search, personalization, recommendations, and the future of content discovery.
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A conversation with Cris about his writing, projects, and AI perspective.
Developed thinking
Latest Articles
Longer essays with a fuller argument, more structure, and a slower reading pace.
Article
Jul 7, 2026
10 min readThe Discovery Brain: Why LLMs Will Become the Foundation of Streaming Recommendations
By Cristiano Pierry
LLM-native discovery can unify streaming recommendations when grounded catalog truth, governed memory, validation, and feedback protect user trust.
Article
Jul 6, 2026
11 min readThe Camera Is Becoming Software
By Cristiano Pierry
Software is turning cameras into adaptive capture systems, pushing dedicated gear toward high-intent work while phones own everyday memory.
Article
Jul 3, 2026
6 min readPerfection Is the Enemy of Good Enough
By Cristiano Pierry
Teams move faster when precision serves the user experience, not internal certainty, and good enough means fit for purpose.
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Browse the long-form archive for deeper essays on AI, product thinking, and building with modern tools.
Timely reflections
Latest Notes
Shorter observations, experiments, and working thoughts that stay close to the moment.
Note
Jul 7, 2026
2 min readStop Optimizing for Almost
Teams that keep waiting for one more polish pass may be optimizing for almost instead of learning from real users.
product-managementlearningexecution
Note
Jun 25, 2026
1 min readThe Builder Team: Infographics
A visual companion to the Builder Team article, with infographics on small builder pods, stronger specs, earlier evaluation, and shared ownership.
aiproduct-managementai-native-development
Note
Jun 25, 2026
1 min readUseful Mistake, Still a Mistake
Agent usefulness is not enough; good collaboration also depends on respecting the boundary and shape of the request.
aiproduct-managementai-agents
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Browse the shorter reflections, experiments, and working thoughts from the full notes archive.
Personal library
Books
Longer-form photography, field guides, and writing collections designed for calm, focused reading.
About
AI product and technology executive with CPO, founder, and large-scale platform leadership across streaming, e-commerce, digital media, mobile, and web search. I focus on AI-powered discovery, personalization, search, recommendations, experimentation, and responsible product strategy at consumer scale.
