MCP as Observability Interface: Connecting AI Agents to Kernel Tracepoints

<h1> MCP Ecosystem 2026: The USB-C Standard for AI Integration is Here </h1> <h2> Executive Summary </h2> <p>The Model Context Protocol (MCP), introduced by Anthropic in November

<p>If you’ve browsed agent engineering discussions recently, you’ve seen the same hype everywhere: MCP (Model Context Protocol) is the new standard for AI agents. Every new

<p>The AI world has a plumbing problem. We have incredible language models, but connecting them to real tools — databases, APIs, file systems, other agents — still feels like

<p>REST APIs gave humans (and the code they wrote) a standardized way to access software over the network.</p> <p>MCP is trying to do the same thing for agents.</p> <p>That simple

<p>In January and February 2026, security researchers filed <a href="https://www.heyuan110.com/posts/ai/2026-03-10-mcp-security-2026/" rel="noopener noreferrer">30 CVEs against

<p>Salesforce just flipped a switch at TDX 2026 that matters more than most announcements in recent memory: your Salesforce org is now an MCP server. Every Developer Edition org

<blockquote> <p><em><strong>Originally published on <a href="https://andrew.ooo/posts/agentmemory-persistent-memory-ai-coding-agents-review/" rel="noopener

<p>Coding agents write code. When that code fails, who debugs it? Right now, that's still you. The agent writes, you interpret error logs, you prompt the agent to fix. The