MCP
MCP made tools addressable by models, which is what makes it useful and what makes it a governance surface. A server that any agent can call is a path into whatever that server can reach. These posts track adoption and the controls that have to arrive with it. See the MCP definition, APERION Shield for local guardrails, and tool-call efficiency.
The WOPR Brief: your monitoring stack is now an attack surface
Why We Open-Sourced Shield
Agents in Cursor and Claude Code run tool calls you never see in a PR. DROP DATABASE in a generated migration. rm -rf in a cleanup script. Shield blocks the destructive operations before they execute, and we open-sourced it under Apache 2.0.
MCP Without Governance Is a Compliance Gap Waiting to Happen
With 90% enterprise adoption projected and documented security concerns unresolved, MCP governance is no longer optional.
The Agent-to-Agent Future: Why A2A Protocol Governance Can't Be an Afterthought
As AI agents start talking to each other, the governance surface area expands exponentially. Most enterprises aren't ready.
OpenClaw and the First AI Agent Security Crisis: Lessons for Enterprise MCP Governance
The viral AI agent's security vulnerabilities are a preview of what happens when agent deployment outpaces governance.
Docker + MCP: Why Containerized AI Tool Orchestration Changes the Enterprise Game
Docker's MCP Catalog makes 100+ tool servers discoverable. For enterprises, this is both a capability unlock and a governance challenge.
Google Goes All-In on MCP Servers, and Exposes the Enterprise Governance Gap
Google's managed MCP servers make agent integration easier. They also make the governance question impossible to ignore.
Anthropic Hands MCP to the Linux Foundation: What It Means for Enterprise AI Standards
MCP's move to vendor-neutral governance under the Linux Foundation signals permanent infrastructure status for enterprise AI.
From 100K to 8 Million: The MCP Adoption Curve and What Enterprises Are Missing
MCP's explosive growth creates both opportunity and risk. Most enterprises are capturing the opportunity while ignoring the risk.
Enterprise MCP Readiness: Why Tool Orchestration Needs a Governance Layer
The MCP spec's enterprise pivot exposes a critical gap: who governs what your AI agents can do with the tools they discover?
What the MCP Protocol Anniversary Means for Enterprise AI Security
The Model Context Protocol turns one year old with a major spec update. Here's what enterprise security teams need to know.
