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

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