Source: NN/g latest articles and announcements
The friction point isn't building better prompts—it's basic information architecture. Claude users are accumulating context libraries they can't locate or maintain. The bottleneck in AI agent development has shifted from capability to usability of the operational layer around models. Whoever solves context management (versioning, discovery, testing) for enterprise AI teams will own a defensible position before context windows become infinitely cheap.