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Model Context Protocol

7 stories

Stories

  • Key OWASP Agentic AI Risks Enterprise Teams Must Know

    TL;DR: The OWASP Top 10 for Agentic Applications is a list of the ten most critical security risks facing autonomous AI agents, published in December 2025. It is a taxonomy to assess exposure against, not a compliance mandate.

    Prediction Guard Blog10 min read
  • AI Agent Identity Management in Regulated Enterprises

    TL;DR: AI agent identity management replaces shared service accounts with agent-specific identities, scopes authorization to each task, and produces access records an auditor can follow from request to outcome.

    Prediction Guard Blog10 min read
  • AI Agent Orchestration for Production in 2026

    TL;DR: AI agent orchestration is the coordination of multiple agents, tools, models, and shared state, and in production it only works when operational controls run inside every agent, tool call, and handoff. Each orchestration pattern fails in its own way, so each needs its own controls.

    Prediction Guard Blog10 min read
  • How to Restrict MCP Server Access for AI Agents

    MCP has become the default way AI agents connect to real systems: internal databases, business APIs, file systems, third-party services. Introduced in late 2024, it's since been adopted across OpenAI, Google DeepMind, Microsoft, and thousands of engineering teams, with SDK downloads now in the tens…

    Prediction Guard Blog6 min read
  • Air-Gapped AI Deployment for Regulated Networks

    Plenty of platforms describe themselves as "private" or "on-premises" and still phone home. A license check, a telemetry ping, a background update call, a DNS lookup that reaches out before failing silently, any one of these is a live network path, and any outbound network capability at all means a…

    Prediction Guard Blog8 min read
  • Understanding AI Agent Tool Poisoning

    Most conversations about prompt injection assume the attacker's instruction arrives through content: a message a user typed, a webpage an agent scraped, a document it summarized. Tool poisoning breaks that assumption.

    Prediction Guard Blog5 min read

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