mcp
10 articles
llama.cpp's True Power — Georgi Gerganov Demonstrates 300 t/s on a Three-Year-Old Mac
llama.cpp creator Georgi Gerganov demonstrates Gemma 4 26B running at a blistering 300 tokens/s on a three-year-old Mac Studio M2 Ultra with speculative decoding. Throw in a WebUI and MCP support, and the whole ecosystem has become almost absurdly mature.
Figma Just Opened the Canvas to AI Agents — They Can Now Design Directly on It
Figma's MCP server lets Claude Code and Codex work directly on the design canvas with your team's design system. Skills turn conventions, components, and variables from static guidelines into rules agents can actually follow.
Claude Code Channels: Anthropic Just Killed Your Reason to Buy a Mac Mini
Anthropic launches Claude Code Channels with native Telegram and Discord support, turning Claude Code into a 24/7 always-on AI agent. VentureBeat calls it the OpenClaw killer.
From Prompt to Production: A Practical Guide to Agentic AI Architecture
DataTalksClub founder Alexey Grigorev shared the AI Engineering Buildcamp syllabus: LLM APIs, RAG, Agentic Flows, Monitoring & Guardrails, Evaluation, and a capstone. A practical learning path for building agentic AI in production.
Karpathy: CLI Is the Native Language of Agents — How "Legacy" Tech Became the Best Way In
Karpathy says CLIs are exciting precisely because they're "legacy" tech: AI agents can use and combine them natively. Using the new Polymarket CLI, Claude built a terminal dashboard in about 3 minutes. His challenge to anyone shipping a product: Are your docs exportable as markdown? Have you written Skills? Can it be used via CLI or MCP? It's 2026. Build. For. Agents.
How Dangerous Is the MCP You Use Every Day? A Paper Dissects 12 Security Landmines in AI Agent Protocols
New paper: comprehensive security threat modeling of MCP, A2A, Agora, ANP (4 major AI agent protocols). Finds 12 protocol-level risks, including MCP being tricked 73.3% into calling wrong tool providers. Important for Claude Code, OpenClaw, Cursor users.
Figma × Claude Code 'Code to Canvas': The Wall Between Designers and Developers Just Came Down
Figma & Anthropic launch 'Code to Canvas,' converting Claude Code UI to editable Figma frames & back, ending "screenshot-to-Slack" workflows. With Figma stock down 85%, is it self-preservation or boosting Anthropic?
Boris's Ultimate Claude Code Customization Guide — 12 Ways to Make Your AI Editor Truly Yours
Claude Code creator Boris Cherny posted a 12-tweet thread breaking down why engineers love Claude Code: extreme customizability — hooks, plugins, LSPs, MCPs, skills, custom agents, output styles, 37 settings, 84 env vars, all committable to git for team sharing.
The SaaS Moat Is Crumbling — When LLMs Eat the Interface, All That's Left Is API vs API
Nicolas Bustamante argues LLMs are ending Ben Thompson's Aggregation Theory. With chat as the universal interface, SaaS companies' moats built on 'workflow complexity + user muscle memory' evaporate, leading to pure API vs API commodity competition.
Google Finally Gets It: Developer Knowledge API + MCP Server Stops AI From Making Up API Calls
Google launched the Developer Knowledge API and an official MCP Server (Public Preview), letting AI coding tools query current Firebase, Android, Google Cloud, and Chrome docs instead of inventing APIs from three versions ago.