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…
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…
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 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…
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…