TL;DR: In March I argued the CLI vs MCP debate was the wrong debate, and that the CLIโs advantages were a temporary artifact of training data, not a law of physics. One of those advantages was multi-aโฆ
MCP
11 posts tagged MCP ยท all tags
2026
CLI vs MCP, Part Two: The First Gap Just Closed
The Agent Security Stack Nobody Is Building
The Scenario Nobody Planned For Itโs 11 PM. Your customer support agent, the AI one, is processing a refund request. It queries the order database, pulls the customerโs payment history, and calls the โฆ
MCP Sampling & Elicitation: When Servers Talk Back
From Request-Response to Collaboration When I wrote about the CLI vs MCP debate [1], I focused on the infrastructure patterns underneath. But MCP itself has been evolving, and the latest additions chaโฆ
From Cloud-Native to AI-Native: What Actually Changes
The Fifteen-Year Echo Fifteen years apart. Same stage. Different world. In 2010, Adrian Cockcroft stood on the QCon stage and told the audience that Netflix was running its entire business on a publicโฆ
The Protocol We Should Have Built for Humans
Namaste from 6,165 Meters I just summited Imja Tse (Island Peak, 6,165 meters) in Nepal. No Slack, no email, no MCP servers crashing in the background. Just ice, thin air, and the kind of clarity thatโฆ
CLI vs MCP: The Wrong Debate
The Zombie Processes and the 50GB Cache A few weeks ago, I noticed my MacBook was sluggish. I found orphaned MCP server processes that had failed to shut down cleanly, a problem Didier Durand describeโฆ
๐ฏ From Chaos to Control: Building Predictable AI Agents That Get Smarter Over Time
๐ฏ From Chaos to Control: Building Predictable AI Agents That Get Smarter Over Time โ๏ธ We need to balance Agency versus Control. We want AI systems to be super easy to use, read our minds, and just proโฆ
2025
Diving into designing multi-agent systems and got lost with all the different implementation options
Diving into designing multi-agent systems and got lost with all the different implementation options? MCP (x)or A2A?! - Heikoโs and Dr. Sokratis Kartakis (any way to mention you in here just by your fโฆ
Kind of an interesting twist in IT history: Did it need the advent of AI Agents
Kind of an interesting twist in IT history: Did it need the advent of AI Agents to drive developer friendly, standardized and discoverable interfaces to systems? Recently Model Context Protocol (MCP) โฆ