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 — the fundamentals that transfer across Claude, GPT, Gemini, Hermes, or whatever comes next.

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

Status: Coming Soon

Coming Soon

Universal patterns, agentic workflows, and the principles that survive platform churn.