AnalysisAI AgentsJuly 14, 2026

Context Layer: Missing Infrastructure for Production Agents

Despite models reaching top 1% bar exam performance in two years, production agents still fail at simple business questions. Prukalpa Sankar argues the missing piece is a 'context layer' — infrastructure for injecting business context into agent systems.

Featured · Prukalpa Sankar

2 sources

Daily brief

Get tomorrow's AI brief in your inbox

More stories today

Open the live feed
Context Layer: Missing Infrastructure for Production Agents