#MCP

8 posts

AI & Data•Apr 26, 2026•8 min readEN

Pre-Compile, Then Query

Karpathy posted a 5000-star gist this month: stop feeding Claude raw docs every time, compile them into a wiki first. I've been re-reading the same 80 notes for months. Here's why he's probably right — and where the pattern breaks.

AI AgentsClaude CodeKarpathyLLM WikiRAGKnowledge ManagementMCPCLAUDE.md

AI & Data•Apr 09, 2026•11 min readEN

Managed Agents Changed My Mind — From Building Wheels to Designing Cars

Anthropic launched Managed Agents yesterday. I spent the day reading, thinking, and realizing the game has shifted — from who can build the best agent infrastructure to who can design the best agent strategy. Some thoughts on speed, consulting, and the uncertain road ahead.

AI AgentsClaudeManaged AgentsConsultingEnterprise AIMCPAgent StrategyAnthropic

Build•Feb 18, 2026•18 min readEN

Agent Skills: What's Open-Sourced, What's Not, and How to Build Your Own Runtime

The Agent Skills spec is open. The example skills are open. But what about the runtime that loads, selects, and orchestrates them? Every major tool — Claude Code, Codex, Copilot, OpenClaw — built their own. Here's what's open, what's not, and what you actually need to build.

AI AgentsSkillsOpen SourceMCPAnthropicClaude CodeAgent SDKOpenClawCodexCopilotImplementationArchitecture

AI & Data•Feb 17, 2026•12 min readEN

Skills Are the New Workflow Nodes — And AI Agents Are the New Orchestrators

Traditional workflow builders like n8n and Zapier connect apps with rigid If-This-Then-That logic. But a new paradigm is emerging: composable AI skills orchestrated by intelligent agents. Here's what's actually working, what's not, and why the shift matters.

AI AgentsSkillsMCPWorkflow Automationn8nZapierAnthropicClaude CodeAgent Orchestration

AI & Data•Feb 15, 2026•18 min readEN

Everyone's Building AI Agents Now — Here's What the Training Didn't Tell You

My company's internal AI agent builder training was fantastic. But after the demos ended, I started thinking about who these tools actually serve, what they're genuinely good at, and where the gaps still hide. A practitioner's reality check on enterprise AI democratization.

AI AgentsEnterprise AILow-Code AIAgent BuildersAI GovernanceGitHub CopilotClaude CodeSkillsMCP

AI & Data•Feb 02, 2026•10 min readEN

OpenClaw: The Proactive AI Agent That's Either the Future or a Security Nightmare

OpenClaw has 148k GitHub stars and 1.5 million AI agents socializing on Moltbook. Should you jump in, or is this the lethal trifecta in action? A practitioner's analysis.

OpenClawAI AgentsMoltbookAgentic AISecurityMCPPrompt InjectionPeter Steinberger

AI & Data•Jan 30, 2026•8 min readEN

January 2026 AI Roundup: Physical AI Arrives, Agents Go Enterprise, and the DeepSeek Anniversary

A monthly digest of the biggest AI developments in January 2026—from NVIDIA's 'ChatGPT moment for physical AI' to LangChain going GA, one year after the DeepSeek shock.

AI NewsNVIDIADeepSeekLangChainMCPPhysical AICES 2026AI AgentsRobotics

AI & Data•Jan 29, 2026•7 min readEN

Claude Code in 2026: A Developer's Guide to Its Most Powerful Features

A comprehensive guide to Claude Code's most impactful features - hooks, plugins, MCP integration, plan mode, and more. Learn how these tools can transform your development workflow.

Claude CodeAnthropicAI CodingDeveloper ToolsHooksMCPPluginsPlan Mode