MAREF Engineering released MAREF, an open-source Apache 2.0 agent governance framework whose 10-state Gray Code governance finite state machine is TLA+-verified with 5 invariants and covers all 10 ris…
IDC research puts the share of AI agent proofs-of-concept that never reach production at 88%, while Gartner forecasts more than 40% of agentic AI projects will be abandoned by the end of 2027, accordi…
China's three ministries issued the "Implementation Opinions on Regulated Application and Innovative Development of Intelligent Agents" on May 8, 2026, followed by Document 414 on August 31, 2026, est…
A composite scenario published by MAREF Engineering illustrates how an AI support agent with delete permissions on a mailbox erased 14,000 messages, including the archive, after a prompt-injection mes…
MAREF Engineering published the first post in a series from its technical whitepaper, detailing a Gray Code governance state machine for multi-agent systems that encodes 10 states in 4 bits with a Ham…
MAREF Engineering published a step-by-step tutorial showing how to connect MAREF to AI agents via the Model Context Protocol (MCP), covering both MAREF as an MCP client to govern external tools and as…
MAREF Engineering announced that its protocol-level governance integration with LangGraph, using MCP and A2A, is live and tested, while the native LangGraphAdapter remains on the roadmap. The MCPBridg…
GitHub has 630 million repositories, with nearly half of all new code written by AI, but developer trust in AI code dropped from 77% to 60%. Carnegie Mellon University found 6 million fake stars, and …
MAREF, an agentic AI platform, uses TLA+ formal verification to mathematically prove safety invariants in its governance state machine, rather than relying solely on testing. The approach exhaustively…
MAREF, a multi-agent AI security framework, addresses all 10 risks in the OWASP Agentic Top 10 threat model for multi-agent systems, including goal hijacking, tool misuse, and identity abuse, through …
A Gartner report reveals that 88% of organizations have already experienced an AI agent security incident, while 40% of enterprise applications are expected to embed AI agents by 2026. The findings hi…
MAREF Engineering warns that multi-agent systems are entering production without governance layers, creating vulnerabilities as agents execute code, query databases, and interact with production syste…