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 ## *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.
+I see the potential of AI as both an invaluable learning tool, and percise techinical writing or code generation 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.
 
+## Why did you do this in Python
 
+*TLDR: I apologize it was out of sheer practicality with time allocation and resources available. I really don't like python.*
+
+Before I winged this project on a whim and frustration, I had tried AI with various langauges, unfortuantely python did remarkably well.
+
+* Attic-Greek-TTS - ~3 kloc TTS tool for a dead language, with spectrograph anaylsis for verification.
+* forth_bootslop - Used scripts to gather and curate large amounts information and data from sources into formats it could digest.
+
+Prior to making this tool I had very dissapointing performance with more favaorable langauges: C11, Odin, or Jai (Which I don't have direct access to).
+
+I don't enjoy web browser sandboxed runtimes so I didn't use javascript. I haven't attempted AI with lua much but that was the alternative, and I knew python had the next best support for AI toolchain bindings along with an imgui package. So based purely on these factors alone I resolved to attempt this in Python.
 
 ## Summary