Production-grade coding agent with tool execution, middleware pipeline, context compaction, session persistence, and multi-provider LLM support.

Scampi is a small RSpec clone weighing less than 350 LoC but nevertheless providing all essential features. Includes a TAP (Test Anything Protocol) harness and assertion library. http://github.com/general-intelligence-systems/scampi