Mcp

Technical blog posts and working notes on AI systems, modeling, and production lessons.

Published on
August 31, 2026
llm agents openai
Too Many Tools: Testing Agent Tool Discovery
Evaluate always-loaded tools, deferred discovery, and programmatic orchestration before expanding an agent tool catalog.
Published on
July 31, 2026
llm agents mcp
MCP Tasks: Durable Asynchronous Tool Calls
Understand the experimental MCP Tasks extension for long-running tools, including polling, cancellation, human input, and authorization.
Published on
December 10, 2025
llm agents mcp
Model Context Protocol (MCP): Standardizing AI Tool Integration
Explore the Model Context Protocol (MCP), an open standard for connecting AI models to external tools and data sources. Learn how to build MCP servers and integrate them with Claude and other AI systems.