Unified

Unified

AI concepts, patterns, and techniques that aren’t tied to any single platform or agent harness. Prompt engineering, structured output, memory management, context window discipline, tool orchestration, and the cross-platform services that plug into all of them.

The ideas and tools here can be adapted to any AI or agent harness. Platform-specific implementations live under their respective sections. This is the layer underneath.