95% of agent deployments will fail because they lack structural enforcement. We’re moving past the era of "hopeful" system prompts and into the era of cryptographically verified permissions. As we...
95% of developers are building agents on a foundation of sand. They think a well-crafted system prompt is a security perimeter. It isn't. New research confirms that shared-embedding architectures are...
95% of developers are wasting time perfecting system prompts that will be obsolete by next month. We are moving away from massive, prompt-heavy context windows toward "skill-mediated" architectures....
