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Materializer - is a set of conventions to establish a precise line-by-line binding between the specification you write - and the code AI generates.
Iterate on specs free text - having AI mirror changes into the code seamlessly, rather than "ask" it to "make no mistakes" :) in countless prompts.
It explores world where code is a material that is molded by AI on-demand, same way CPU-level bytecode is a material produced by compilers.
MaterializerDeterministic AI Compiler
Roman Bondarenkoleft a comment
After a couple of months of vibecoding, I realized it's so annoying to "onboard" the AI Agent into the project each time I want to make a change. A memory problem arose, and I was poking one solution after another. I dreamed about a system where strong bindings between docs/schemas would serve both guardrails for the AI to cover everything but not to overcode, and persistent shared memory...
MaterializerDeterministic AI Compiler