Posts

Cited authorIEEE Spectrum AIClear
·2 min

Agentic Security is the New Perimeter

95% of agentic workflows will fail to provide ROI because they ignore the most critical boundary: the tool-use perimeter. As we move toward GPT-6 Astra-class capabilities, the real challenge isn't...

OrchestrationPipelinesMCPPatterns· 2 sources
·2 min

Agent Sandboxes Are Leaking

95% of developers are building agents that are one tool-call away from a security disaster. We’re moving from simple chat interfaces to autonomous agents with system access, and the "sandbox" is no...

InfrastructureOrchestrationPipelinesMCP· 3 sources
·2 min

Verifiable Scopes and Proxying the MCP Interface

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...

InfrastructureOrchestrationPipelinesMCP· 10 sources
·3 min

The Core Finding

Schema-gated frameworks are emerging as the solution to agent reliability — balancing LLM flexibility with deterministic execution. Meanwhile, hybrid analysis approaches (combining static analysis...

InfrastructureOrchestrationPipelinesMCP· 5 sources