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The AI capability overhang
How OpenAI’s GDPVal shows where AI already beats humans
Jan 26
•
MB Samuel
4
4
AI Fluency is now a Job Requirement
Write a 10-page Gatsby analysis, get a job at the Treasury.
Jan 22
•
MB Samuel
5
1
December 2025
Anthropic donated MCP to the Linux Foundation. What does that mean?
A tangent about open source software disguised as a post about MCP
Dec 12, 2025
•
MB Samuel
4
2
November 2025
Claude Skills vs. MCP: A Practical Comparison
TL;DR: Both are powerful, but they're different! Skills are simple and efficient, whereas MCP is better for connecting to 3rd party data.
Nov 3, 2025
•
MB Samuel
4
3
October 2025
OpenAI Apps: MCP's Re-Re-Brand
The tech isn’t new, but the positioning is. A closer look at OpenAI’s “Apps” launch and what it signals for the future of MCP servers.
Oct 12, 2025
•
MB Samuel
6
September 2025
"Buy it in ChatGPT" Launch and the Future of AI Shopping
Buying pens with an MCP server, payment protocol wars, evaluating OpenAI's agentic commerce launch, and more.
Sep 29, 2025
•
MB Samuel
2
4
August 2025
Booking an Airbnb with Claude (and MCP)
An experiment with an unofficial Airbnb MCP server, the blurry line between agent and bots, and the evolving norms of the web.
Aug 27, 2025
•
MB Samuel
4
1
Context Rot, or Too Much of a Good Thing
How AI performance degrades too much context, and how to avoid context rot when using MCP servers
Aug 6, 2025
•
MB Samuel
3
2
July 2025
Thoughtful MCP Server Design
What we can learn from BioMCP's 'think' tool and why persona-driven servers outperform generic ones
Jul 24, 2025
•
MB Samuel
6
1
Claude for Finance: Strategic Expansion & the Power of MCP
Digging into how the Model Context Protocol powers Claude's new tools for financial analysis, and what that means for other players
Jul 17, 2025
•
MB Samuel
3
MCP in the Enterprise: Promise, Pain, and the Path Forward
Lessons for Enterprise adoption from Block, and why InfoSec teams are (rightly) nervous about MCP
Jul 14, 2025
•
MB Samuel
4
Desktop Extensions (DXT): Giving AI access to Notes, Tabs, and Texts
Test driving Anthropic's new format for installing local MCP servers
Jul 2, 2025
•
MB Samuel
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