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 # Manual Slop
 
+## *Note by the Human behind this*
+
+I see the potential of AI as both an invaluable learning tool, and percise code generator when handled with care and deep curation.
+This repo is both a proof of concept of this assertion and a tool to achieve this because every single paid or vested "AI Agenic developer" seems to not be interested in these principles.
+
+
+
+## Summary
+
 ![img](./gallery/splash.png)
 
 A high-density GUI orchestrator for local LLM-driven coding sessions. Manual Slop bridges high-latency AI reasoning with a low-latency ImGui render loop via a thread-safe asynchronous pipeline, ensuring every AI-generated payload passes through a human-auditable gate before execution.