Stop Treating Your Users Like Strangers: Identity Resolution for RAG
Move beyond generic RAG. Discover how to use identity resolution and RudderStack Profiles to build a behavioral context layer for truly personalized AI assistants.
Stop Building Blind Agents: A RudderStack Real-Time Context Pipeline with Redis
Learn to use RudderStack Transformations and Redis to create a real-time behavioral context layer, providing LLM agents with low-latency session awareness and stateful signals.
The Model is a Commodity: Why Your 2026 Moat is Actually Just Great Data Engineering
LLMs are commodities by 2026. This article explores why engineering leaders must prioritize data reliability and "Context Hydraulics" over model selection to build a defensible AI moat.
The PR is a Lie: Why Your 2026 Engineering Metrics Must Stop Counting Code
Stop measuring code volume. As AI agents flood repos with boilerplate, engineering leadership must pivot to measuring architectural integrity and context preservation.
Stop Hiring Prompt Engineers: The Case for Data Rigor in AI-Native Teams
Stop relying on prompt engineering to fix broken retrieval. Discover why context engineering and data pipeline rigor are the foundations of a modern AI engineering team structure.