ai-product-management
6 articles tagged “ai-product-management”.
Incremental by Accident
We ran a streaming algorithm over data that never streamed anywhere. Our issues page said forty problems where there was one — and the fix was a 2014 clustering theorem.
Agentic AI Observability: Why Sampling Fails AI Agents
Traditional APM sampling fails for probabilistic AI. Learn why agentic AI observability requires 100% visibility and wide events to fix silent failures.
Conversational AI vs Search Bar: Building the Future of Retail
Amazon is replacing search bars with conversational AI. Learn what this format shift means for AI builders and how to measure conversational agent success.
AI Product Management: Fixing Silent Model Degradation
Stop AI model drift. Learn why AI product management requires continuous evaluation of probabilistic systems to prevent silent failure and user churn.
AI Agent Analytics: Why Traditional SaaS Metrics Fail
Stop slicing AI agent data by industry or ARR. Learn how intent-based AI agent analytics surface real product gaps and improve agentic workflow performance.
LLM as a Judge: Why Eval Scores Fail Your AI Roadmap
LLM as a judge is great for regression testing but terrible for discovery. Learn why high eval scores hide flat retention and how to surface real user intent.