Blog
Notes from the Curlscape team on building production AI: agents, LLMs, evaluation, and applying AI to engineering and industrial problems.
April 6, 2025
Some Initial Thoughts on Llama 4 Models
Meta's Llama 4 Scout and Maverick models bring 10M token context windows and open weights. We break down the hardware requirements, practical use cases, and cost advantages over GPT-class models.
April 4, 2025
How to build Text2SQL Agent using MCP
Build a Text2SQL agent using the Model Context Protocol and a Postgres MCP server. Includes code walkthrough, Northwind database testing results, and comparison with LangGraph.