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.
One Task, Multiple Agents, One Continuous Loop
Jul 13, 2026
Trustworthy multi-agent systems emerge from evidence contracts, interruption rights, recovery paths, and human feedback—not from parallelism alone.
I Knew What AI Could Do. I Forgot to Think That Way.
Jul 12, 2026
AI-forward thinking begins by questioning inherited architecture: let models interpret raw evidence, deterministic systems constrain and test it, and humans own the decision boundary.
The Best AI Will Not Ask You to Choose a Model
Jul 10, 2026
AI products will earn broader adoption when they translate user intent into the right capability, instead of making people configure the machinery.
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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.
Apparently, the AI Revolution Does Not Take Weekends Off
Jul 13, 2026
AI builders and toolmakers are compressing feedback into production so quickly that weekends now feel like low-traffic deployment windows.
The Next Generation Won’t Have to Unlearn Software
Jul 12, 2026
AI-native engineering means assigning ambiguous reasoning to models while preserving the rigor that makes software systems reliable, observable, secure, and trustworthy.
I Asked to Borrow Their Phones. The Pause Said Everything.
Jul 11, 2026
As personal AI agents become embedded in daily work, trust, portability, security, and resilience become the real product challenge.
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Browse the shorter reflections, experiments, and working thoughts from the full notes archive.
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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.
