Implementation: uses wasm-based servlets to defend against tool poisoning attacks. They run in isolated environments with explicit permission gating, enabling secure execution without compromising flexibility.

Framework: MCP Guardian is a framework for security middleware that sits between MCP clients and tool servers. It handles authentication, rate limiting, and logging, centralized and consistent, with no changes to individual tools.

Architecture: A security framework for MCP using Zero Trust and layered defense. Covers tool poisoning, data exfiltration, and securing deployments in enterprise environments.

MCP implementations raise unique security challenges. Here’s a quick overview of recent architecture, middleware, and implementation approaches for securing them. Before rushing into production, here’s what you need to consider.

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That’s the leverage in the modern economy. Those who can direct AI labor will outperform everyone still trying to “use tools.”.

Leading AI labor is a skill. It’s not just prompt engineering. It’s communication, systems thinking, and org design. Most people aren’t trained for it, but they need to be.

Prompts = tasks. Tokens = wages. The “labor-to-token exchange” is a powerful shift in thinking. You’re not using a tool. You’re hiring a temp.

AI is labor, not software. It doesn’t “run,” it works. Like any workforce, it needs to be led, trained, and deployed strategically.

AI isn't just software. It's labor. It’s not here to replace your team, but to work for them. Every employee should be empowered to direct AI labor. That’s the core idea behind The AI Labor Playbook by Jules White. Highlights below.

Speed and adaptability will be the primary sources of leverage in the GenAI era. But most companies are repeating the same old mistakes, overly focused on step-change automation. Coordination, not intelligence, is the real unlock.

I’ve been trying to make sense of the new tariff policy—the backing theory. It’s built on a premise: tariffs, paired with currency shifts, can rebalance trade without raising U.S. prices. The theory seems wishful. The rollout makes it unlikely.

RT @bradyj: @nilslice Web 2.0 was the read-write web. MCP is the read-write logic.

LLMs can be confidently wrong. That isn’t a bug - it’s a mirror. Of course they share our flaws,.they’re made to communicate like us. Don’t try to use them as truth machines. The leverage comes from the conversation -.the space to think, reflect, and understand.

RT @emollick: Google's NotebookLM is the current best "wow this is amazing & useful" demo of AI. Here I gave it the entire text of my book,….

Global, timeless interconnectedness

Knowledge requires sacrifice; wisdom is the perseverance to make the right sacrifices over time for a richer, more fulfilling life.

“To try and fail is at least to learn; to fail to try is to suffer the inestimable loss of what might have been.”.― Chester Barnard. The illusory safety of inaction leads to fragility; trying, learning leads to growth and adaptation.

RT @RyanJFrench: The full evolution of today’s mesmerising #SolarFlare, which continued for over 12 hours! This is a very long duration eve….