{
  "version": "https://jsonfeed.org/version/1.1",
  "title": "MAREF Blog — Agent Governance",
  "description": "Thoughts on agent governance, multi-agent security, formal verification, and building trustworthy AI systems.",
  "home_page_url": "https://maref.cc/en/blog",
  "feed_url": "https://maref.cc/en/feed.json",
  "language": "en",
  "expired": false,
  "items": [
    {
      "id": "https://maref.cc/en/blog/mcp-integration-tutorial",
      "url": "https://maref.cc/en/blog/mcp-integration-tutorial",
      "title": "How to Connect MAREF to Your Agent via MCP — Step-by-Step",
      "summary": "Model Context Protocol is how Claude Code, Cursor, and Windsurf talk to tools. Here's how MAREF plugs into that loop — as both an MCP client and an MCP server — so every tool call runs through the governance layer.",
      "date_published": "2026-08-14T00:00:00.000Z",
      "date_modified": "2026-06-16T00:00:00.000Z",
      "authors": [
        {
          "name": "MAREF Engineering"
        }
      ]
    },
    {
      "id": "https://maref.cc/en/blog/langgraph-integration-tutorial",
      "url": "https://maref.cc/en/blog/langgraph-integration-tutorial",
      "title": "Integrating LangGraph with MAREF — Protocol-Level Governance That Works Today",
      "summary": "LangGraph is the most popular graph-based agent orchestration framework. Here's how to put MAREF governance on LangGraph nodes today — over MCP and A2A — and an honest look at where the native sidecar adapter stands.",
      "date_published": "2026-08-14T00:00:00.000Z",
      "date_modified": "2026-06-16T00:00:00.000Z",
      "authors": [
        {
          "name": "MAREF Engineering"
        }
      ]
    },
    {
      "id": "https://maref.cc/en/blog/performance-benchmarks-are-public",
      "url": "https://maref.cc/en/blog/performance-benchmarks-are-public",
      "title": "MAREF's Performance Numbers Are Public — Here's How We Measure Them",
      "summary": "Instead of asking you to trust marketing charts, MAREF ships its SLA benchmarks in the repo. Here's every target we assert, the exact command to reproduce them, and what each number means for a production agent.",
      "date_published": "2026-08-14T00:00:00.000Z",
      "date_modified": "2026-06-16T00:00:00.000Z",
      "authors": [
        {
          "name": "MAREF Engineering"
        }
      ]
    },
    {
      "id": "https://maref.cc/en/blog/choose-agent-governance-framework",
      "url": "https://maref.cc/en/blog/choose-agent-governance-framework",
      "title": "How to Choose an Agent Governance Framework — 2026 Comparison",
      "summary": "LangGraph vs CrewAI vs AutoGen vs MAREF: a buyer's guide to agent governance frameworks. Compare runtime safety, formal verification, state machines, and production readiness for multi-agent deployments.",
      "date_published": "2026-06-23T00:00:00.000Z",
      "date_modified": "2026-06-16T00:00:00.000Z",
      "authors": [
        {
          "name": "MAREF Engineering"
        }
      ]
    },
    {
      "id": "https://maref.cc/en/blog/multi-agent-runtime-safety",
      "url": "https://maref.cc/en/blog/multi-agent-runtime-safety",
      "title": "Why Multi-Agent Systems Need Runtime Safety Guarantees — 2026 Guide",
      "summary": "Runtime safety for multi-agent AI systems: identity isolation, circuit breakers, drift detection, and blast radius control. Production patterns for preventing agent runaway and cascading failures.",
      "date_published": "2026-06-23T00:00:00.000Z",
      "date_modified": "2026-06-16T00:00:00.000Z",
      "authors": [
        {
          "name": "MAREF Engineering"
        }
      ]
    },
    {
      "id": "https://maref.cc/en/blog/autonomous-agent-evolution",
      "url": "https://maref.cc/en/blog/autonomous-agent-evolution",
      "title": "Autonomous Agent Evolution — Safe Recursive Self-Improvement for AI Systems",
      "summary": "Recursive self-evolution for AI agents: how Lyapunov-proven convergence, red-blue adversarial training, and constitutional safety constraints enable autonomous improvement without runaway risk.",
      "date_published": "2026-06-23T00:00:00.000Z",
      "date_modified": "2026-06-16T00:00:00.000Z",
      "authors": [
        {
          "name": "MAREF Engineering"
        }
      ]
    },
    {
      "id": "https://maref.cc/en/blog/from-steadicam-to-agent-governance",
      "url": "https://maref.cc/en/blog/from-steadicam-to-agent-governance",
      "title": "I Shot Films for 30 Years. Now I'm Building Safety Systems for AI Agents",
      "summary": "After three decades as a steadicam operator on Hollywood sets, I walked away from the film industry to build safety systems for AI agents. The irony isn't lost on me. But film sets taught me something that Silicon Valley still hasn't learned: when things go fast, safety isn't optional — it's what lets you go fast in the first place.",
      "date_published": "2026-06-23T00:00:00.000Z",
      "date_modified": "2026-06-16T00:00:00.000Z",
      "authors": [
        {
          "name": "Frankie"
        }
      ]
    },
    {
      "id": "https://maref.cc/en/blog/tla-plus-formal-verification",
      "url": "https://maref.cc/en/blog/tla-plus-formal-verification",
      "title": "Not 'Tested.' Proved. — Why MAREF Uses TLA+ Formal Verification",
      "summary": "Most security tools are 'tested.' MAREF is proved — using TLA+ model checking, Lyapunov stability analysis, and mathematical convergence guarantees.",
      "date_published": "2026-06-16T00:00:00.000Z",
      "date_modified": "2026-06-16T00:00:00.000Z",
      "authors": [
        {
          "name": "MAREF Engineering"
        }
      ]
    },
    {
      "id": "https://maref.cc/en/blog/owasp-agentic-top-10",
      "url": "https://maref.cc/en/blog/owasp-agentic-top-10",
      "title": "OWASP Agentic Top 10: How MAREF Covers All 10 Critical Risks",
      "summary": "OWASP published the Agentic Top 10 — the definitive threat model for multi-agent systems. MAREF is the first open-source framework to cover all 10 risks.",
      "date_published": "2026-06-16T00:00:00.000Z",
      "date_modified": "2026-06-16T00:00:00.000Z",
      "authors": [
        {
          "name": "MAREF Engineering"
        }
      ]
    },
    {
      "id": "https://maref.cc/en/blog/88-percent-incidents",
      "url": "https://maref.cc/en/blog/88-percent-incidents",
      "title": "88% of Companies Already Had an AI Agent Incident — 7 Numbers That Explain the Crisis",
      "summary": "Gartner says 40% of enterprise apps will integrate AI agents. 88% already had an incident. 17x more spent on AI-powered security than securing AI itself. Only 6% have a mature strategy.",
      "date_published": "2026-06-13T00:00:00.000Z",
      "date_modified": "2026-06-16T00:00:00.000Z",
      "authors": [
        {
          "name": "MAREF Engineering"
        }
      ]
    },
    {
      "id": "https://maref.cc/en/blog/vibe-coding-crisis",
      "url": "https://maref.cc/en/blog/vibe-coding-crisis",
      "title": "GitHub Is Becoming a Giant AI Code Dump",
      "summary": "630M repos, half of new code is AI-written, trust dropped from 77% to 60%. CMU found 6M fake stars. AI code has 1.7x more critical bugs than human-written code.",
      "date_published": "2026-06-13T00:00:00.000Z",
      "date_modified": "2026-06-16T00:00:00.000Z",
      "authors": [
        {
          "name": "MAREF Engineering"
        }
      ]
    },
    {
      "id": "https://maref.cc/en/blog/why-agent-governance-matters-2026",
      "url": "https://maref.cc/en/blog/why-agent-governance-matters-2026",
      "title": "Why Agent Governance Matters in 2026",
      "summary": "Multi-agent systems are entering production. Without governance, every agent is an unmonitored vector for data leaks, hallucination propagation, and adversarial exploitation.",
      "date_published": "2026-06-13T00:00:00.000Z",
      "date_modified": "2026-06-16T00:00:00.000Z",
      "authors": [
        {
          "name": "MAREF Engineering"
        }
      ]
    }
  ]
}