mcp · python · ai-agents · llm
Notes MCP server in Python with FastMCP 3.0: tools, resources, prompts, SQLite persistence, and in-process testing. U...
February 22, 2026
ai-agents · llm · observability · production-systems
The most dangerous AI agent failures look like success. Five battle-tested error handling patterns for catching hallu...
February 12, 2026
mcp · ai-agents · python · llm
Claude's PDF limit is 30MB for uploads and 100 pages for visual analysis. Hit "PDF too large"? pdf-mcp is an open-sou...
January 31, 2026
aws · serverless · python · performance
We had a Lambda function processing ZIP files containing 80–150 complex XML documents…
January 17, 2026
ai-agents · llm · mcp · production-systems
Three MCP server design patterns that emerged from giving an AI agent unrestricted API access: pagination, intent-lev...
December 24, 2025
ai-agents · mcp · python · llm
“How I turned Redmine into an AI-ready platform using MCP, without rewriting or destabilizing the original system. In...
May 27, 2025