Tag: RAG (2)

The Context Layer: Why AI Transformation Stalls After Tool Adoption

May 29, 2026 • 13 min read

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Engineers gathered around a shared project room wall where code, architecture notes, and decision traces are organized into one coherent working surface.

Most engineering teams adopted AI tools and called it transformation. The artifacts say otherwise. What the next move actually looks like.

#AI Native Engineering #Context Layer #Engineering Practice #RAG #Agents #Operating System #AI Transformation

Context Isn't Retrieval: Why RAG Won't Fix Agent Decision-Making

Dec 08, 2025 • 6 min read

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AI/ML , Technology , Engineering

Abstract visualization of multiple decision pathways converging onto a structured context layer

Retrieval gives agents information. Context gives them decision logic, constraints, and workflows. This deep dive explains why RAG cannot solve decision-making and why the context layer becomes essential infrastructure.

#AI Agents #Context Layers #RAG #Decision Making #Agent Architecture