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....
Most developers are obsessed with context windows. They're asking, "How much can we fit?" They're missing the real shift: "How much can we hide?" We are moving toward sovereign, local-first agent...
Meta's customer support agent was hijacked to steal Instagram accounts, while Apple scaled back AI ambitions at WWDC. The production security gaps we've been warning about are now front-page news —...
The week infrastructure constraints collided with AI agent ambitions. While labs promise seamless agent-chatbot convergence, builders are hitting the **memory wall**, wrestling with tool-calling...
95% of agent deployments never make it past the demo stage. Too expensive, too slow, or too brittle for real workloads. So are we in another AI infrastructure bubble? Or are we finally building the...
95% of AI deployments still deliver zero measurable ROI. So are we in a bubble? Or are we watching the infrastructure layer finally mature while everyone else chases demos?
