Articles

AI interfaces generate reasoning chains, tool calls, confidence scores, and citations that overwhelm users when shown all at once. Progressive disclosure solves the complexity gap by showing the result first and letting users drill into the reasoning on demand.

In February 2026, a worm-like npm campaign injected rogue MCP servers into Claude Code, Cursor, and Windsurf. Two months later, OX Security disclosed 200,000 vulnerable MCP instances. Then came slopsquatting. Here is how the AI coding supply chain is being weaponized.

AWS Lambda MicroVMs hit GA in June 2026, giving every AI agent its own Firecracker sandbox with a dedicated kernel, filesystem, and network namespace. The industry converged on three isolation tiers: microVMs for untrusted code, gVisor for trusted workloads, V8 isolates for the edge.

The OWASP Agent Control Standard is the first industry framework for runtime enforcement of AI agent behavior. It defines how agent platforms expose middleware hooks to identify agents, evaluate actions, enforce policy, and produce evidence — all before an action reaches production.

RAG has fractured into three architectures: Pipeline, Agentic, and Graph. The convergence into Agentic GraphRAG — where autonomous agents dynamically route between vector search, knowledge graph traversal, and structured queries — is the retrieval architecture that handles what chunk-based search cannot.