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Preparing your experience
Preparing your experience
Battle-tested frameworks from shipping AI to billions at Google, Meta, and Microsoft. Transform how you think about product strategy, system design, and market creation.
Three metrics that tell you if your RAG system is actually working
Most teams measure RAG systems wrong. This framework shows the three metrics that actually matter: freshness, faithfulness, and footprint.
Bronze, silver, gold: a practical framework for AI safety in production
AI safety doesn't have to be all-or-nothing. This framework provides a three-tier approach to safety SLOs that scales with your product maturity.
How to ship AI products without breaking things
Most AI products fail because teams try to run before they can walk. This framework provides a three-phase deployment ladder that reduces risk while maintaining velocity.
Work with me to transform your product approach